Radu Tudor Ionescu

271 papers A* 19A 13B 10C 2Misc 8Journal 153Unranked 65
YearRankTypeTitle / Venue / Authors
2026 A* conf
AutoMalDesc: Large-Scale Script Analysis for Cyber Threat Research.
AAAI
Alexandru-Mihai Apostu, Andrei Preda, Alexandra Daniela Damir, Diana Bolocan, Radu Tudor Ionescu, Ioana Croitoru, Mihaela Gaman
2026 J jnl
CLewR: Curriculum Learning with Restarts for Machine Translation Preference Learning.
CoRR
Alexandra Dragomir, Florin Brad, Radu Tudor Ionescu
2026 J jnl
Curriculum-DPO++: Direct Preference Optimization via Data and Model Curricula for Text-to-Image Generation.
CoRR
Florinel-Alin Croitoru, Vlad Hondru, Radu Tudor Ionescu, Nicu Sebe, Mubarak Shah
2026 J jnl
Large multimodal models for low-resource languages: A survey.
Inf. Fusion
Marian Lupascu, Ana-Cristina Rogoz, Mihai-Sorin Stupariu, Radu Tudor Ionescu
2026 J jnl
MOSLD-Bench: Multilingual Open-Set Learning and Discovery Benchmark for Text Categorization.
CoRR
Adriana Valentina Costache, Daria-Nicoleta Dragomir, Silviu Florin Gheorghe, Eduard Gabriel Poesina, Paul Irofti, Radu Tudor Ionescu
2026 J jnl
SegMate: Asymmetric Attention-Based Lightweight Architecture for Efficient Multi-Organ Segmentation.
CoRR
Andrei Alexandru Bunea, Dan-Matei Popovici, Radu Tudor Ionescu
2026 — conf
Text Classification Under Class Distribution Shift: A Survey.
EACL (Volume 1: Long Papers)
Adriana Valentina Costache, Silviu Florin Gheorghe, Eduard Gabriel Poesina, Paul Irofti, Radu Tudor Ionescu
2026 J jnl
VQPP: Video Query Performance Prediction Benchmark.
CoRR
Adrian Catalin Lutu, Eduard Gabriel Poesina, Radu Tudor Ionescu
2026 — conf
XMAD-Bench: Cross-Domain Multilingual Audio Deepfake Benchmark.
EACL (Findings)
Ioan-Paul Ciobanu, Andrei-Iulian Hîji, Nicolae-Catalin Ristea, Paul Irofti, Cristian Rusu, Radu Tudor Ionescu
2025 J jnl
A Survey of Text Classification Under Class Distribution Shift.
CoRR
Adriana Valentina Costache, Silviu Florin Gheorghe, Eduard Gabriel Poesina, Paul Irofti, Radu Tudor Ionescu
2025 — conf
AIM 2025 Rip Current Segmentation (RipSeg) Challenge Report.
ICCVW
Andrei Dumitriu, Florin Miron, Florin Tatui, Radu Tudor Ionescu, Radu Timofte, Aakash Ralhan, Florin-Alexandru Vasluianu, Shenyang Qian, Mitchell Harley, Imran Razzak, Yang Song, Pu Luo, Yumei Li, Cong Xu, Jinming Chai, Kexin Zhang, Licheng Jiao, Lingling Li, Siqi Yu, Chao Zhang, Kehuan Song, Fang Liu, Puhua Chen, Xu Liu, Jin Hu, Jinyang Xu, Biao Liu
2025 J jnl
AIM 2025 Rip Current Segmentation (RipSeg) Challenge Report.
CoRR
Andrei Dumitriu, Florin Miron, Florin Tatui, Radu Tudor Ionescu, Radu Timofte, Aakash Ralhan, Florin-Alexandru Vasluianu, Shenyang Qian, Mitchell Harley, Imran Razzak, Yang Song, Pu Luo, Yumei Li, Cong Xu, Jinming Chai, Kexin Zhang, Licheng Jiao, Lingling Li, Siqi Yu, Chao Zhang, Kehuan Song, Fang Liu, Puhua Chen, Xu Liu, Jin Hu, Jinyang Xu, Biao Liu
2025 J jnl
AutoMalDesc: Large-Scale Script Analysis for Cyber Threat Research.
CoRR
Alexandru-Mihai Apostu, Andrei Preda, Alexandra Daniela Damir, Diana Bolocan, Radu Tudor Ionescu, Ioana Croitoru, Mihaela Gaman
2025 A* conf
Curriculum Direct Preference Optimization for Diffusion and Consistency Models.
CVPR
Florinel-Alin Croitoru, Vlad Hondru, Radu Tudor Ionescu, Nicu Sebe, Mubarak Shah
2025 J jnl
Curriculum Multi-Task Self-Supervision Improves Lightweight Architectures for Onboard Satellite Hyperspectral Image Segmentation.
CoRR
Hugo Carlesso, Josiane Mothe, Radu Tudor Ionescu
2025 A conf
DLCR: A Generative Data Expansion Framework via Diffusion for Clothes-Changing Person Re-Id.
WACV
Nyle Siddiqui, Florinel-Alin Croitoru, Gaurav Kumar Nayak, Radu Tudor Ionescu, Mubarak Shah
2025 J jnl
Detecting and Mitigating DDoS Attacks with AI: A Survey.
CoRR
Alexandru Apostu, Silviu Florin Gheorghe, Andrei Iulian Hîji, Nicolae Cleju, Andrei Patrascu, Cristian Rusu, Radu Tudor Ionescu, Paul Irofti
2025 B conf
Every Character Counts: From Vulnerability to Defense in Phishing Detection.
ICTAI
Maria Chiper, Radu Tudor Ionescu
2025 J jnl
Every Character Counts: From Vulnerability to Defense in Phishing Detection.
CoRR
Maria Chiper, Radu Tudor Ionescu
2025 J jnl
ExDDV: A New Dataset for Explainable Deepfake Detection in Video.
CoRR
Vlad Hondru, Eduard Hogea, Darian M. Onchis, Radu Tudor Ionescu
2025 C conf
GeMix: Conditional GAN-Based Mixup for Improved Medical Image Augmentation.
CBMI
Hugo Carlesso, Maria Eliza Patulea, Moncef Garouani, Radu Tudor Ionescu, Josiane Mothe
2025 J jnl
GeMix: Conditional GAN-Based Mixup for Improved Medical Image Augmentation.
CoRR
Hugo Carlesso, Maria Eliza Patulea, Moncef Garouani, Radu Tudor Ionescu, Josiane Mothe
2025 J jnl
Harborfront Anomaly Detection.
Neural Process. Lett.
Jacob V. Dueholm, Mia Sandra Nicole Siemon, Radu Tudor Ionescu, Thomas B. Moeslund, Kamal Nasrollahi
2025 J jnl
Large Multimodal Models for Low-Resource Languages: A Survey.
CoRR
Marian Lupascu, Ana-Cristina Rogoz, Mihai-Sorin Stupariu, Radu Tudor Ionescu
2025 J jnl
Learning Rate Curriculum.
Int. J. Comput. Vis.
Florinel-Alin Croitoru, Nicolae-Catalin Ristea, Radu Tudor Ionescu, Nicu Sebe
2025 J jnl
MAVOS-DD: Multilingual Audio-Video Open-Set Deepfake Detection Benchmark.
CoRR
Florinel-Alin Croitoru, Vlad Hondru, Marius Popescu, Radu Tudor Ionescu, Fahad Shahbaz Khan, Mubarak Shah
2025 J jnl
Machine Unlearning in the Era of Quantum Machine Learning: An Empirical Study.
CoRR
Carla Crivoi, Radu Tudor Ionescu
2025 J jnl
Masked Image Modeling: A Survey.
Int. J. Comput. Vis.
Vlad Hondru, Florinel-Alin Croitoru, Shervin Minaee, Radu Tudor Ionescu, Nicu Sebe
2025 J jnl
MedQARo: A Large-Scale Benchmark for Medical Question Answering in Romanian.
CoRR
Ana-Cristina Rogoz, Radu Tudor Ionescu, Alexandra-Valentina Anghel, Ionut-Lucian Antone-Iordache, Simona Coniac, Andreea Iuliana Ionescu
2025 A conf
Multi-Level Feature Distillation of Joint Teachers Trained on Distinct Image Datasets.
WACV
Adrian Iordache, Bogdan Alexe, Radu Tudor Ionescu
2025 A* conf
PQPP: A Joint Benchmark for Text-to-Image Prompt and Query Performance Prediction.
CVPR
Eduard Gabriel Poesina, Adriana Valentina Costache, Adrian-Gabriel Chifu, Josiane Mothe, Radu Tudor Ionescu
2025 J jnl
PRNU-Bench: A Novel Benchmark and Model for PRNU-Based Camera Identification.
CoRR
Florinel-Alin Croitoru, Vlad Hondru, Radu Tudor Ionescu
2025 J jnl
Rip Current Segmentation: A Novel Benchmark and YOLOv8 Baseline Results.
CoRR
Andrei Dumitriu, Florin Tatui, Florin Miron, Radu Tudor Ionescu, Radu Timofte
2025 A* conf
RipVIS: Rip Currents Video Instance Segmentation Benchmark for Beach Monitoring and Safety.
CVPR
Andrei Dumitriu, Florin Tatui, Florin Miron, Aakash Ralhan, Radu Tudor Ionescu, Radu Timofte
2025 J jnl
RipVIS: Rip Currents Video Instance Segmentation Benchmark for Beach Monitoring and Safety.
CoRR
Andrei Dumitriu, Florin Tatui, Florin Miron, Aakash Ralhan, Radu Tudor Ionescu, Radu Timofte
2025 J jnl
Semantic Segmentation in Satellite Hyperspectral Imagery by Deep Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jon Álvarez Justo, Alexandru Ghita, Daniel Kovac, Joseph L. Garrett, Mariana-Iuliana Georgescu, Jesus Gonzalez-Llorente, Radu Tudor Ionescu, Tor Arne Johansen
2025 J jnl
SlotMatch: Distilling Temporally Consistent Object-Centric Representations for Unsupervised Video Segmentation.
CoRR
Diana-Nicoleta Grigore, Neelu Madan, Andreas Møgelmose, Thomas B. Moeslund, Radu Tudor Ionescu
2025 — conf
Task-Informed Anti-Curriculum by Masking Improves Downstream Performance on Text.
ACL (Findings)
Andrei Jarca, Florinel-Alin Croitoru, Radu Tudor Ionescu
2025 J jnl
Task-Informed Anti-Curriculum by Masking Improves Downstream Performance on Text.
CoRR
Andrei Jarca, Florinel-Alin Croitoru, Radu Tudor Ionescu
2025 J jnl
Towards few-call model stealing via active self-paced knowledge distillation and diffusion-based image generation.
Artif. Intell. Rev.
Vlad Hondru, Radu Tudor Ionescu
2025 A conf
Weight Copy and Low-Rank Adaptation for Few-Shot Distillation of Vision Transformers.
WACV
Diana-Nicoleta Grigore, Mariana-Iuliana Georgescu, Jon Álvarez Justo, Tor Arne Johansen, Andreea Iuliana Ionescu, Radu Tudor Ionescu
2025 J jnl
XMAD-Bench: Cross-Domain Multilingual Audio Deepfake Benchmark.
CoRR
Ioan-Paul Ciobanu, Andrei Iulian Hîji, Nicolae-Catalin Ristea, Paul Irofti, Cristian Rusu, Radu Tudor Ionescu
2024 — conf
A New Loss for Image Retrieval: Class Anchor Margin.
PAKDD (2)
Alexandru Ghita, Radu Tudor Ionescu
2024 — conf
A Novel Cartography-Based Curriculum Learning Method Applied on RoNLI: The First Romanian Natural Language Inference Corpus.
ACL (1)
Eduard Gabriel Poesina, Cornelia Caragea, Radu Tudor Ionescu
2024 J jnl
A Novel Cartography-Based Curriculum Learning Method Applied on RoNLI: The First Romanian Natural Language Inference Corpus.
CoRR
Eduard Gabriel Poesina, Cornelia Caragea, Radu Tudor Ionescu
2024 — conf
Active Self-paced Knowledge Distillation and Diffusion-Based Generation for Few-Call Model Stealing.
ICPR (24)
Vlad Hondru, Radu Tudor Ionescu
2024 A conf
CBM: Curriculum by Masking.
ECAI
Andrei Jarca, Florinel-Alin Croitoru, Radu Tudor Ionescu
2024 J jnl
CBM: Curriculum by Masking.
CoRR
Andrei Jarca, Florinel-Alin Croitoru, Radu Tudor Ionescu
2024 A conf
CL-MAE: Curriculum-Learned Masked Autoencoders.
WACV
Neelu Madan, Nicolae-Catalin Ristea, Kamal Nasrollahi, Thomas B. Moeslund, Radu Tudor Ionescu
2024 J jnl
Cascaded Cross-Modal Transformer for Audio-Textual Classification.
CoRR
Nicolae-Catalin Ristea, Andrei Anghel, Radu Tudor Ionescu
2024 J jnl
Cascaded cross-modal transformer for audio-textual classification.
Artif. Intell. Rev.
Nicolae-Catalin Ristea, Andrei Anghel, Radu Tudor Ionescu
2024 — conf
Class Anchor Margin Loss for Content-Based Image Retrieval.
ICAART (3)
Alexandru Ghita, Radu Tudor Ionescu
2024 J jnl
Curriculum Direct Preference Optimization for Diffusion and Consistency Models.
CoRR
Florinel-Alin Croitoru, Vlad Hondru, Radu Tudor Ionescu, Nicu Sebe, Mubarak Shah
2024 J jnl
DLCR: A Generative Data Expansion Framework via Diffusion for Clothes-Changing Person Re-ID.
CoRR
Nyle Siddiqui, Florinel-Alin Croitoru, Gaurav Kumar Nayak, Radu Tudor Ionescu, Mubarak Shah
2024 J jnl
Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook.
CoRR
Florinel-Alin Croitoru, Andrei Iulian Hîji, Vlad Hondru, Nicolae-Catalin Ristea, Paul Irofti, Marius Popescu, Cristian Rusu, Radu Tudor Ionescu, Fahad Shahbaz Khan, Mubarak Shah
2024 — conf
Learning Using Generated Privileged Information by Text-to-Image Diffusion Models.
ICPR (7)
Rafael-Edy Menadil, Mariana-Iuliana Georgescu, Radu Tudor Ionescu
2024 J jnl
Lightning fast video anomaly detection via multi-scale adversarial distillation.
Comput. Vis. Image Underst.
Florinel-Alin Croitoru, Nicolae-Catalin Ristea, Dana Dascalescu, Radu Tudor Ionescu, Fahad Shahbaz Khan, Mubarak Shah
2024 J jnl
Masked Image Modeling: A Survey.
CoRR
Vlad Hondru, Florinel-Alin Croitoru, Shervin Minaee, Radu Tudor Ionescu, Nicu Sebe
2024 J jnl
Multi-Level Feature Distillation of Joint Teachers Trained on Distinct Image Datasets.
CoRR
Adrian Iordache, Bogdan Alexe, Radu Tudor Ionescu
2024 J jnl
PQPP: A Joint Benchmark for Text-to-Image Prompt and Query Performance Prediction.
CoRR
Eduard Gabriel Poesina, Adriana Valentina Costache, Adrian-Gabriel Chifu, Josiane Mothe, Radu Tudor Ionescu
2024 — conf
PoPreRo: A New Dataset for Popularity Prediction of Romanian Reddit Posts.
ICPR (20)
Ana-Cristina Rogoz, Maria Ilinca Nechita, Radu Tudor Ionescu
2024 J jnl
PoPreRo: A New Dataset for Popularity Prediction of Romanian Reddit Posts.
CoRR
Ana-Cristina Rogoz, Maria Ilinca Nechita, Radu Tudor Ionescu
2024 J jnl
Reverse Stable Diffusion: What prompt was used to generate this image?
Comput. Vis. Image Underst.
Florinel-Alin Croitoru, Vlad Hondru, Radu Tudor Ionescu, Mubarak Shah
2024 — conf
RoDia: A New Dataset for Romanian Dialect Identification from Speech.
NAACL-HLT (Findings)
Rotaru Codrut, Nicolae-Catalin Ristea, Radu Tudor Ionescu
2024 A* conf
Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors.
CVPR
Nicolae-Catalin Ristea, Florinel-Alin Croitoru, Radu Tudor Ionescu, Marius Popescu, Fahad Shahbaz Khan, Mubarak Shah
2024 J jnl
Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection.
IEEE Trans. Pattern Anal. Mach. Intell.
Neelu Madan, Nicolae-Catalin Ristea, Radu Tudor Ionescu, Kamal Nasrollahi, Fahad Shahbaz Khan, Thomas B. Moeslund, Mubarak Shah
2024 — conf
UnibucLLM: Harnessing LLMs for Automated Prediction of Item Difficulty and Response Time for Multiple-Choice Questions.
BEA
Ana-Cristina Rogoz, Radu Tudor Ionescu
2024 J jnl
UnibucLLM: Harnessing LLMs for Automated Prediction of Item Difficulty and Response Time for Multiple-Choice Questions.
CoRR
Ana-Cristina Rogoz, Radu Tudor Ionescu
2024 J jnl
Weight Copy and Low-Rank Adaptation for Few-Shot Distillation of Vision Transformers.
CoRR
Diana-Nicoleta Grigore, Mariana-Iuliana Georgescu, Jon Álvarez Justo, Tor Arne Johansen, Andreea Iuliana Ionescu, Radu Tudor Ionescu
2023 — conf
A Novel Contrastive Learning Method for Clickbait Detection on RoCliCo: A Romanian Clickbait Corpus of News Articles.
EMNLP (Findings)
Daria-Mihaela Broscoteanu, Radu Tudor Ionescu
2023 J jnl
A Novel Contrastive Learning Method for Clickbait Detection on RoCliCo: A Romanian Clickbait Corpus of News Articles.
CoRR
Daria-Mihaela Broscoteanu, Radu Tudor Ionescu
2023 J jnl
An Open Hyperspectral Dataset with Sea-Land-Cloud Ground-Truth from the HYPSO-1 Satellite.
CoRR
Jon Álvarez Justo, Joseph L. Garrett, Dennis D. Langer, Marie Bøe Henriksen, Radu Tudor Ionescu, Tor Arne Johansen
2023 — conf
An Open Hyperspectral Dataset with Sea-Land-Cloud Ground-Truth from the Hypso-1 Satellite.
WHISPERS
Jon Álvarez Justo, Joseph L. Garrett, Dennis D. Langer, Marie Bøe Henriksen, Radu Tudor Ionescu, Tor Arne Johansen
2023 A* conf
Audiovisual Masked Autoencoders.
ICCV
Mariana-Iuliana Georgescu, Eduardo Fonseca, Radu Tudor Ionescu, Mario Lucic, Cordelia Schmid, Anurag Arnab
2023 J jnl
CL-MAE: Curriculum-Learned Masked Autoencoders.
CoRR
Neelu Madan, Nicolae-Catalin Ristea, Kamal Nasrollahi, Thomas B. Moeslund, Radu Tudor Ionescu
2023 A* conf
Cascaded Cross-Modal Transformer for Request and Complaint Detection.
ACM Multimedia
Nicolae-Catalin Ristea, Radu Tudor Ionescu
2023 J jnl
Cascaded Cross-Modal Transformer for Request and Complaint Detection.
CoRR
Nicolae-Catalin Ristea, Radu Tudor Ionescu
2023 J jnl
Class Anchor Margin Loss for Content-Based Image Retrieval.
CoRR
Alexandru Ghita, Radu Tudor Ionescu
2023 J jnl
CyTran: A cycle-consistent transformer with multi-level consistency for non-contrast to contrast CT translation.
Neurocomputing
Nicolae-Catalin Ristea, Andreea-Iuliana Miron, Olivian Savencu, Mariana-Iuliana Georgescu, Nicolae Verga, Fahad Shahbaz Khan, Radu Tudor Ionescu
2023 J jnl
Diffusion Models in Vision: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell.
Florinel-Alin Croitoru, Vlad Hondru, Radu Tudor Ionescu, Mubarak Shah
2023 Misc conf
Diversity-Promoting Ensemble for Medical Image Segmentation.
SAC
Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Andreea-Iuliana Miron
2023 B conf
FreCDo: A Large Corpus for French Cross-Domain Dialect Identification.
KES
Mihaela Gaman, Adrian-Gabriel Chifu, William Domingues, Radu Tudor Ionescu
2023 — conf
JEDI: Joint Expert Distillation in a Semi-Supervised Multi-Dataset Student-Teacher Scenario for Video Action Recognition.
ICCV (Workshops)
Lucian Bicsi, Bogdan Alexe, Radu Tudor Ionescu, Marius Leordeanu
2023 J jnl
JEDI: Joint Expert Distillation in a Semi-Supervised Multi-Dataset Student-Teacher Scenario for Video Action Recognition.
CoRR
Lucian Bicsi, Bogdan Alexe, Radu Tudor Ionescu, Marius Leordeanu
2023 J jnl
Learning Using Generated Privileged Information by Text-to-Image Diffusion Models.
CoRR
Rafael-Edy Menadil, Mariana-Iuliana Georgescu, Radu Tudor Ionescu
2023 A conf
Multimodal Multi-Head Convolutional Attention with Various Kernel Sizes for Medical Image Super-Resolution.
WACV
Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Andreea-Iuliana Miron, Olivian Savencu, Nicolae-Catalin Ristea, Nicolae Verga, Fahad Shahbaz Khan
2023 J jnl
Nonlinear neurons with human-like apical dendrite activations.
Appl. Intell.
Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Nicolae-Catalin Ristea, Nicu Sebe
2023 J jnl
Reverse Stable Diffusion: What prompt was used to generate this image?
CoRR
Florinel-Alin Croitoru, Vlad Hondru, Radu Tudor Ionescu, Mubarak Shah
2023 — conf
Rip Current Segmentation: A Novel Benchmark and YOLOv8 Baseline Results.
CVPR Workshops
Andrei Dumitriu, Florin Tatui, Florin Miron, Radu Tudor Ionescu, Radu Timofte
2023 J jnl
RoDia: A New Dataset for Romanian Dialect Identification from Speech.
CoRR
Codrut Rotaru, Nicolae-Catalin Ristea, Radu Tudor Ionescu
2023 J jnl
SSMTL++: Revisiting self-supervised multi-task learning for video anomaly detection.
Comput. Vis. Image Underst.
Antonio Barbalau, Radu Tudor Ionescu, Mariana-Iuliana Georgescu, Jacob V. Dueholm, Bharathkumar Ramachandra, Kamal Nasrollahi, Fahad Shahbaz Khan, Thomas B. Moeslund, Mubarak Shah
2023 J jnl
Sea-Land-Cloud Segmentation in Satellite Hyperspectral Imagery by Deep Learning.
CoRR
Jon Álvarez Justo, Joseph Landon Garrett, Mariana-Iuliana Georgescu, Jesus Gonzalez-Llorente, Radu Tudor Ionescu, Tor Arne Johansen
2023 J jnl
Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors.
CoRR
Nicolae-Catalin Ristea, Florinel-Alin Croitoru, Radu Tudor Ionescu, Marius Popescu, Fahad Shahbaz Khan, Mubarak Shah
2023 J jnl
Towards Few-Call Model Stealing via Active Self-Paced Knowledge Distillation and Diffusion-Based Image Generation.
CoRR
Vlad Hondru, Radu Tudor Ionescu
2023 A* conf
iQPP: A Benchmark for Image Query Performance Prediction.
SIGIR
Eduard Gabriel Poesina, Radu Tudor Ionescu, Josiane Mothe
2023 J jnl
iQPP: A Benchmark for Image Query Performance Prediction.
CoRR
Eduard Gabriel Poesina, Radu Tudor Ionescu, Josiane Mothe
2023 — conf
iQPP: Une Référence pour la Prédiction de Performances des Requêtes d'Images.
CORIA-TALN
Eduard Gabriel Poesina, Radu Tudor Ionescu, Josiane Mothe
2022 J jnl
A Background-Agnostic Framework With Adversarial Training for Abnormal Event Detection in Video.
IEEE Trans. Pattern Anal. Mach. Intell.
Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Fahad Shahbaz Khan, Marius Popescu, Mubarak Shah
2022 — conf
A Study on the Impact of Class Distribution on Deep Learning - The Case of Histological Images and Cancer Detection - Extended Abstract.
CIRCLE
Ismat Ara Reshma, Josiane Mothe, Sylvain Cussat-Blanc, Hervé Luga, Camille Franchet, Margot Gaspard, Pierre Brousset, Radu Tudor Ionescu
2022 J jnl
Audiovisual Masked Autoencoders.
CoRR
Mariana-Iuliana Georgescu, Eduardo Fonseca, Radu Tudor Ionescu, Mario Lucic, Cordelia Schmid, Anurag Arnab
2022 J jnl
Curriculum Learning: A Survey.
Int. J. Comput. Vis.
Petru Soviany, Radu Tudor Ionescu, Paolo Rota, Nicu Sebe
2022 J jnl
Diffusion Models in Vision: A Survey.
CoRR
Florinel-Alin Croitoru, Vlad Hondru, Radu Tudor Ionescu, Mubarak Shah
2022 — conf
Discriminability-enforcing loss to improve representation learning.
CVPR Workshops
Florinel-Alin Croitoru, Diana-Nicoleta Grigore, Radu Tudor Ionescu
2022 J jnl
Discriminability-enforcing loss to improve representation learning.
CoRR
Florinel-Alin Croitoru, Diana-Nicoleta Grigore, Radu Tudor Ionescu
2022 J jnl
Diversity-Promoting Ensemble for Medical Image Segmentation.
CoRR
Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Andreea-Iuliana Miron
2022 — conf
Feature-Level Augmentation to Improve Robustness of Deep Neural Networks to Affine Transformations.
ECCV Workshops (1)
Adrian Sandru, Mariana-Iuliana Georgescu, Radu Tudor Ionescu
2022 J jnl
Feature-level augmentation to improve robustness of deep neural networks to affine transformations.
CoRR
Adrian Sandru, Mariana-Iuliana Georgescu, Radu Tudor Ionescu
2022 J jnl
Finding a Suitable Class Distribution for Building Histological Images Datasets Used in Deep Model Training - The Case of Cancer Detection.
J. Digit. Imaging
Ismat Ara Reshma, Camille Franchet, Margot Gaspard, Radu Tudor Ionescu, Josiane Mothe, Sylvain Cussat-Blanc, Hervé Luga, Pierre Brousset
2022 J jnl
FreCDo: A Large Corpus for French Cross-Domain Dialect Identification.
CoRR
Mihaela Gaman, Adrian-Gabriel Chifu, William Domingues, Radu Tudor Ionescu
2022 J jnl
LeRaC: Learning Rate Curriculum.
CoRR
Florinel-Alin Croitoru, Nicolae-Catalin Ristea, Radu Tudor Ionescu, Nicu Sebe
2022 J jnl
Lightning Fast Video Anomaly Detection via Adversarial Knowledge Distillation.
CoRR
Nicolae-Catalin Ristea, Florinel-Alin Croitoru, Dana Dascalescu, Radu Tudor Ionescu, Fahad Shahbaz Khan, Mubarak Shah
2022 J jnl
Multimodal Multi-Head Convolutional Attention with Various Kernel Sizes for Medical Image Super-Resolution.
CoRR
Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Andreea-Iuliana Miron, Olivian Savencu, Nicolae-Catalin Ristea, Nicolae Verga, Fahad Shahbaz Khan
2022 A* conf
Rethinking the Authorship Verification Experimental Setups.
EMNLP
Florin Brad, Andrei Manolache, Elena Burceanu, Antonio Barbalau, Radu Tudor Ionescu, Marius Popescu
2022 J jnl
SSMTL++: Revisiting Self-Supervised Multi-Task Learning for Video Anomaly Detection.
CoRR
Antonio Barbalau, Radu Tudor Ionescu, Mariana-Iuliana Georgescu, Jacob V. Dueholm, Bharathkumar Ramachandra, Kamal Nasrollahi, Fahad Shahbaz Khan, Thomas B. Moeslund, Mubarak Shah
2022 J jnl
Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection.
CoRR
Neelu Madan, Nicolae-Catalin Ristea, Radu Tudor Ionescu, Kamal Nasrollahi, Fahad Shahbaz Khan, Thomas B. Moeslund, Mubarak Shah
2022 A* conf
Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection.
CVPR
Nicolae-Catalin Ristea, Neelu Madan, Radu Tudor Ionescu, Kamal Nasrollahi, Fahad Shahbaz Khan, Thomas B. Moeslund, Mubarak Shah
2022 — conf
Self-paced Learning to Improve Text Row Detection in Historical Documents with Missing Labels.
ECCV Workshops (4)
Mihaela Gaman, Lida Ghadamiyan, Radu Tudor Ionescu, Marius Popescu
2022 J jnl
Self-paced learning to improve text row detection in historical documents with missing lables.
CoRR
Mihaela Gaman, Lida Ghadamiyan, Radu Tudor Ionescu, Marius Popescu
2022 A conf
SepTr: Separable Transformer for Audio Spectrogram Processing.
INTERSPEECH
Nicolae-Catalin Ristea, Radu Tudor Ionescu, Fahad Shahbaz Khan
2022 J jnl
SepTr: Separable Transformer for Audio Spectrogram Processing.
CoRR
Nicolae-Catalin Ristea, Radu Tudor Ionescu, Fahad Shahbaz Khan
2022 J jnl
Teacher-student training and triplet loss to reduce the effect of drastic face occlusion.
Mach. Vis. Appl.
Mariana-Iuliana Georgescu, Georgian-Emilian Duta, Radu Tudor Ionescu
2022 J jnl
The unreasonable effectiveness of machine learning in Moldavian versus Romanian dialect identification.
Int. J. Intell. Syst.
Mihaela Gaman, Radu Tudor Ionescu
2022 A* conf
UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection.
CVPR
Andra Acsintoae, Andrei Florescu, Mariana-Iuliana Georgescu, Tudor Mare, Paul Sumedrea, Radu Tudor Ionescu, Fahad Shahbaz Khan, Mubarak Shah
2022 A* conf
VeriDark: A Large-Scale Benchmark for Authorship Verification on the Dark Web.
NeurIPS
Andrei Manolache, Florin Brad, Antonio Barbalau, Radu Tudor Ionescu, Marius Popescu
2022 J jnl
VeriDark: A Large-Scale Benchmark for Authorship Verification on the Dark Web.
CoRR
Andrei Manolache, Florin Brad, Antonio Barbalau, Radu Tudor Ionescu, Marius Popescu
2021 — conf
A realistic approach to generate masked faces applied on two novel masked face recognition data sets.
NeurIPS Datasets and Benchmarks
Tudor Mare, Georgian-Emilian Duta, Mariana-Iuliana Georgescu, Adrian Sandru, Bogdan Alexe, Marius Popescu, Radu Tudor Ionescu
2021 J jnl
A realistic approach to generate masked faces applied on two novel masked face recognition data sets.
CoRR
Tudor Mare, Georgian-Emilian Duta, Mariana-Iuliana Georgescu, Adrian Sandru, Bogdan Alexe, Marius Popescu, Radu Tudor Ionescu
2021 A* conf
Anomaly Detection in Video via Self-Supervised and Multi-Task Learning.
CVPR
Mariana-Iuliana Georgescu, Antonio Barbalau, Radu Tudor Ionescu, Fahad Shahbaz Khan, Marius Popescu, Mubarak Shah
2021 — conf
Automotive Radar Interference Mitigation With Unfolded Robust PCA Based on Residual Overcomplete Auto-Encoder Blocks.
CVPR Workshops
Nicolae-Catalin Ristea, Andrei Anghel, Radu Tudor Ionescu, Yonina C. Eldar
2021 A conf
Clustering Word Embeddings with Self-Organizing Maps. Application on LaRoSeDa - A Large Romanian Sentiment Data Set.
EACL
Anca Maria Tache, Mihaela Gaman, Radu Tudor Ionescu
2021 J jnl
Clustering Word Embeddings with Self-Organizing Maps. Application on LaRoSeDa - A Large Romanian Sentiment Data Set.
CoRR
Anca Maria Tache, Mihaela Gaman, Radu Tudor Ionescu
2021 — conf
Contextual Convolutional Neural Networks.
ICCVW
Ionut Cosmin Duta, Mariana-Iuliana Georgescu, Radu Tudor Ionescu
2021 J jnl
Contextual Convolutional Neural Networks.
CoRR
Ionut Cosmin Duta, Mariana-Iuliana Georgescu, Radu Tudor Ionescu
2021 J jnl
Curriculum Learning: A Survey.
CoRR
Petru Soviany, Radu Tudor Ionescu, Paolo Rota, Nicu Sebe
2021 J jnl
Curriculum self-paced learning for cross-domain object detection.
Comput. Vis. Image Underst.
Petru Soviany, Radu Tudor Ionescu, Paolo Rota, Nicu Sebe
2021 J jnl
CyTran: Cycle-Consistent Transformers for Non-Contrast to Contrast CT Translation.
CoRR
Nicolae-Catalin Ristea, Andreea-Iuliana Miron, Olivian Savencu, Mariana-Iuliana Georgescu, Nicolae Verga, Fahad Shahbaz Khan, Radu Tudor Ionescu
2021 J jnl
Estimating the Magnitude and Phase of Automotive Radar Signals Under Multiple Interference Sources With Fully Convolutional Networks.
IEEE Access
Nicolae-Catalin Ristea, Andrei Anghel, Radu Tudor Ionescu
2021 — conf
Findings of the VarDial Evaluation Campaign 2021.
VarDial@EACL
Bharathi Raja Chakravarthi, Mihaela Gaman, Radu Tudor Ionescu, Heidi Jauhiainen, Tommi Jauhiainen, Krister Lindén, Nikola Ljubesic, Niko Partanen, Ruba Priyadharshini, Christoph Purschke, Eswari Rajagopal, Yves Scherrer, Marcos Zampieri
2021 B conf
FreSaDa: A French Satire Data Set for Cross-Domain Satire Detection.
IJCNN
Radu Tudor Ionescu, Adrian-Gabriel Chifu
2021 J jnl
FreSaDa: A French Satire Data Set for Cross-Domain Satire Detection.
CoRR
Radu Tudor Ionescu, Adrian-Gabriel Chifu
2021 J jnl
Improving the Authentication with Built-in Camera Protocol Using Built-in Motion Sensors: A Deep Learning Solution.
CoRR
Cezara Benegui, Radu Tudor Ionescu
2021 — conf
LiRo: Benchmark and leaderboard for Romanian language tasks.
NeurIPS Datasets and Benchmarks
Stefan Daniel Dumitrescu, Petru Rebeja, Beáta Lorincz, Mihaela Gaman, Andrei-Marius Avram, Mihai Ilie, Andrei Pruteanu, Adriana Stan, Lorena Rosia, Cristina Iacobescu, Luciana Morogan, George Dima, Gabriel Marchidan, Traian Rebedea, Madalina Chitez, Dani Yogatama, Sebastian Ruder, Radu Tudor Ionescu, Razvan Pascanu, Viorica Patraucean
2021 Misc conf
Natural vs balanced distribution in deep learning on whole slide images for cancer detection.
SAC
Ismat Ara Reshma, Sylvain Cussat-Blanc, Radu Tudor Ionescu, Hervé Luga, Josiane Mothe
2021 — conf
SaRoCo: Detecting Satire in a Novel Romanian Corpus of News Articles.
ACL/IJCNLP (2)
Ana-Cristina Rogoz, Mihaela Gaman, Radu Tudor Ionescu
2021 J jnl
SaRoCo: Detecting Satire in a Novel Romanian Corpus of News Articles.
CoRR
Ana-Cristina Rogoz, Mihaela Gaman, Radu Tudor Ionescu
2021 A conf
Self-Paced Ensemble Learning for Speech and Audio Classification.
Interspeech
Nicolae-Catalin Ristea, Radu Tudor Ionescu
2021 J jnl
Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection.
CoRR
Nicolae-Catalin Ristea, Neelu Madan, Radu Tudor Ionescu, Kamal Nasrollahi, Fahad Shahbaz Khan, Thomas B. Moeslund, Mubarak Shah
2021 J jnl
Self-paced ensemble learning for speech and audio classification.
CoRR
Nicolae-Catalin Ristea, Radu Tudor Ionescu
2021 A conf
SuPEr - SAM: Using the Supervision Signal from a Pose Estimator to Train a Spatial Attention Module for Personal Protective Equipment Recognition.
WACV
Adrian Sandru, Georgian-Emilian Duta, Mariana-Iuliana Georgescu, Radu Tudor Ionescu
2021 J jnl
Teacher-Student Training and Triplet Loss to Reduce the Effect of Drastic Face Occlusion.
CoRR
Mariana-Iuliana Georgescu, Georgian-Emilian Duta, Radu Tudor Ionescu
2021 J jnl
Transferring BERT-like Transformers' Knowledge for Authorship Verification.
CoRR
Andrei Manolache, Florin Brad, Elena Burceanu, Antonio Barbalau, Radu Tudor Ionescu, Marius Popescu
2021 J jnl
UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection.
CoRR
Andra Acsintoae, Andrei Florescu, Mariana-Iuliana Georgescu, Tudor Mare, Paul Sumedrea, Radu Tudor Ionescu, Fahad Shahbaz Khan, Mubarak Shah
2021 — conf
UnibucKernel: Geolocating Swiss German Jodels Using Ensemble Learning.
VarDial@EACL
Mihaela Gaman, Sebastian Cojocariu, Radu Tudor Ionescu
2021 J jnl
UnibucKernel: Geolocating Swiss-German Jodels Using Ensemble Learning.
CoRR
Mihaela Gaman, Sebastian Cojocariu, Radu Tudor Ionescu
2021 B conf
Unsupervised Medical Image Alignment With Curriculum Learning.
ICIP
Mihail Burduja, Radu Tudor Ionescu
2021 J jnl
Unsupervised Medical Image Alignment with Curriculum Learning.
CoRR
Mihail Burduja, Radu Tudor Ionescu
2020 — conf
A Breach into the Authentication with Built-in Camera (ABC) Protocol.
ACNS (2)
Cezara Benegui, Radu Tudor Ionescu
2020 — conf
A Generic and Model-Agnostic Exemplar Synthetization Framework for Explainable AI.
ECML/PKDD (2)
Antonio Barbalau, Adrian Cosma, Radu Tudor Ionescu, Marius Popescu
2020 J jnl
A Generic and Model-Agnostic Exemplar Synthetization Framework for Explainable AI.
CoRR
Antonio Barbalau, Adrian Cosma, Radu Tudor Ionescu, Marius Popescu
2020 — conf
A Report on the VarDial Evaluation Campaign 2020.
VarDial@COLING
Mihaela Gaman, Dirk Hovy, Radu Tudor Ionescu, Heidi Jauhiainen, Tommi Jauhiainen, Krister Lindén, Nikola Ljubesic, Niko Partanen, Christoph Purschke, Yves Scherrer, Marcos Zampieri
2020 J jnl
A Scene-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video.
CoRR
Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Fahad Shahbaz Khan, Marius Popescu, Mubarak Shah
2020 J jnl
Accurate and Efficient Intracranial Hemorrhage Detection and Subtype Classification in 3D CT Scans with Convolutional and Long Short-Term Memory Neural Networks.
CoRR
Mihail Burduja, Radu Tudor Ionescu, Nicolae Verga
2020 J jnl
Accurate and Efficient Intracranial Hemorrhage Detection and Subtype Classification in 3D CT Scans with Convolutional and Long Short-Term Memory Neural Networks.
Sensors
Mihail Burduja, Radu Tudor Ionescu, Nicolae Verga
2020 — conf
Adversarial Attacks on Deep Learning Systems for User Identification Based on Motion Sensors.
ICONIP (5)
Cezara Benegui, Radu Tudor Ionescu
2020 J jnl
Adversarial Attacks on Deep Learning Systems for User Identification based on Motion Sensors.
CoRR
Cezara Benegui, Radu Tudor Ionescu
2020 J jnl
Anomaly Detection in Video via Self-Supervised and Multi-Task Learning.
CoRR
Mariana-Iuliana Georgescu, Antonio Barbalau, Radu Tudor Ionescu, Fahad Shahbaz Khan, Marius Popescu, Mubarak Shah
2020 A conf
Are you Wearing a Mask? Improving Mask Detection from Speech Using Augmentation by Cycle-Consistent GANs.
INTERSPEECH
Nicolae-Catalin Ristea, Radu Tudor Ionescu
2020 J jnl
Are you wearing a mask? Improving mask detection from speech using augmentation by cycle-consistent GANs.
CoRR
Nicolae-Catalin Ristea, Radu Tudor Ionescu
2020 J jnl
Automotive Radar Interference Mitigation with Unfolded Robust PCA based on Residual Overcomplete Auto-Encoder Blocks.
CoRR
Nicolae-Catalin Ristea, Andrei Anghel, Radu Tudor Ionescu, Yonina C. Eldar
2020 A* conf
Black-Box Ripper: Copying black-box models using generative evolutionary algorithms.
NeurIPS
Antonio Barbalau, Adrian Cosma, Radu Tudor Ionescu, Marius Popescu
2020 J jnl
Black-Box Ripper: Copying black-box models using generative evolutionary algorithms.
CoRR
Antonio Barbalau, Adrian Cosma, Radu Tudor Ionescu, Marius Popescu
2020 — conf
Combining Deep Learning and String Kernels for the Localization of Swiss German Tweets.
VarDial@COLING
Mihaela Gaman, Radu Tudor Ionescu
2020 J jnl
Combining Deep Learning and String Kernels for the Localization of Swiss German Tweets.
CoRR
Mihaela Gaman, Radu Tudor Ionescu
2020 J jnl
Convolutional Neural Networks With Intermediate Loss for 3D Super-Resolution of CT and MRI Scans.
IEEE Access
Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Nicolae Verga
2020 J jnl
Convolutional Neural Networks for User Identification Based on Motion Sensors Represented as Images.
IEEE Access
Cezara Benegui, Radu Tudor Ionescu
2020 J jnl
Convolutional Neural Networks with Intermediate Loss for 3D Super-Resolution of CT and MRI Scans.
CoRR
Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Nicolae Verga
2020 J jnl
Estimating Magnitude and Phase of Automotive Radar Signals under Multiple Interference Sources with Fully Convolutional Networks.
CoRR
Nicolae-Catalin Ristea, Andrei Anghel, Radu Tudor Ionescu
2020 Misc conf
Forward and backward feature selection for query performance prediction.
SAC
Sébastien Déjean, Radu Tudor Ionescu, Josiane Mothe, Md. Zia Ullah
2020 — conf
Fully Convolutional Neural Networks for Automotive Radar Interference Mitigation.
VTC Fall
Nicolae-Catalin Ristea, Andrei Anghel, Radu Tudor Ionescu
2020 A conf
Image Difficulty Curriculum for Generative Adversarial Networks (CuGAN).
WACV
Petru Soviany, Claudiu Ardei, Radu Tudor Ionescu, Marius Leordeanu
2020 J jnl
Natural vs Balanced Distribution in Deep Learning on Whole Slide Images for Cancer Detection.
CoRR
Ismat Ara Reshma, Sylvain Cussat-Blanc, Radu Tudor Ionescu, Hervé Luga, Josiane Mothe
2020 J jnl
Non-linear Neurons with Human-like Apical Dendrite Activations.
CoRR
Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Nicolae-Catalin Ristea, Nicu Sebe
2020 J jnl
SuPEr-SAM: Using the Supervision Signal from a Pose Estimator to Train a Spatial Attention Module for Personal Protective Equipment Recognition.
CoRR
Adrian Sandru, Georgian-Emilian Duta, Mariana-Iuliana Georgescu, Radu Tudor Ionescu
2020 B conf
Teacher-Student Training and Triplet Loss for Facial Expression Recognition under Occlusion.
ICPR
Mariana-Iuliana Georgescu, Radu Tudor Ionescu
2020 J jnl
Teacher-Student Training and Triplet Loss for Facial Expression Recognition under Occlusion.
CoRR
Mariana-Iuliana Georgescu, Radu Tudor Ionescu
2020 J jnl
The Unreasonable Effectiveness of Machine Learning in Moldavian versus Romanian Dialect Identification.
CoRR
Mihaela Gaman, Radu Tudor Ionescu
2020 — conf
To Augment or Not to Augment? Data Augmentation in User Identification Based on Motion Sensors.
ICONIP (5)
Cezara Benegui, Radu Tudor Ionescu
2020 J jnl
To augment or not to augment? Data augmentation in user identification based on motion sensors.
CoRR
Cezara Benegui, Radu Tudor Ionescu
2019 J jnl
A Convolutional Neural Network for User Identification based on Motion Sensors.
CoRR
Cezara Benegui, Radu Tudor Ionescu
2019 B conf
Clustering Images by Unmasking - A New Baseline.
ICIP
Mariana-Iuliana Georgescu, Radu Tudor Ionescu
2019 J jnl
Clustering Images by Unmasking - A New Baseline.
CoRR
Mariana-Iuliana Georgescu, Radu Tudor Ionescu
2019 J jnl
Curriculum Self-Paced Learning for Cross-Domain Object Detection.
CoRR
Petru Soviany, Radu Tudor Ionescu, Paolo Rota, Nicu Sebe
2019 A conf
Detecting Abnormal Events in Video Using Narrowed Normality Clusters.
WACV
Radu Tudor Ionescu, Sorina Smeureanu, Marius Popescu, Bogdan Alexe
2019 J jnl
Forward and Backward Feature Selection for Query Performance Prediction.
CoRR
Sébastien Déjean, Radu Tudor Ionescu, Josiane Mothe, Md. Zia Ullah
2019 J jnl
Image Difficulty Curriculum for Generative Adversarial Networks (CuGAN).
CoRR
Petru Soviany, Claudiu Ardei, Radu Tudor Ionescu, Marius Leordeanu
2019 J jnl
Local Learning With Deep and Handcrafted Features for Facial Expression Recognition.
IEEE Access
Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Marius Popescu
2019 — conf
MOROCO: The Moldavian and Romanian Dialectal Corpus.
ACL (1)
Andrei M. Butnaru, Radu Tudor Ionescu
2019 J jnl
MOROCO: The Moldavian and Romanian Dialectal Corpus.
CoRR
Andrei M. Butnaru, Radu Tudor Ionescu
2019 A* conf
Object-Centric Auto-Encoders and Dummy Anomalies for Abnormal Event Detection in Video.
CVPR
Radu Tudor Ionescu, Fahad Shahbaz Khan, Mariana-Iuliana Georgescu, Ling Shao
2019 — conf
Recognizing Facial Expressions of Occluded Faces Using Convolutional Neural Networks.
ICONIP (4)
Mariana-Iuliana Georgescu, Radu Tudor Ionescu
2019 J jnl
Recognizing Facial Expressions of Occluded Faces using Convolutional Neural Networks.
CoRR
Mariana-Iuliana Georgescu, Radu Tudor Ionescu
2019 J jnl
ShotgunWSD 2.0: An Improved Algorithm for Global Word Sense Disambiguation.
IEEE Access
Andrei M. Butnaru, Radu Tudor Ionescu
2019 — conf
Vector of Locally-Aggregated Word Embeddings (VLAWE): A Novel Document-level Representation.
NAACL-HLT (1)
Radu Tudor Ionescu, Andrei M. Butnaru
2019 J jnl
Vector of Locally-Aggregated Word Embeddings (VLAWE): A novel document-level embedding.
CoRR
Radu Tudor Ionescu, Andrei M. Butnaru
2018 — conf
Automated essay scoring with string kernels and word embeddings.
ACL (2)
Madalina Cozma, Andrei M. Butnaru, Radu Tudor Ionescu
2018 J jnl
Automated essay scoring with string kernels and word embeddings.
CoRR
Madalina Cozma, Andrei M. Butnaru, Radu Tudor Ionescu
2018 — conf
CocoNet: A Deep Neural Network for Mapping Pixel Coordinates to Color Values.
ICONIP (2)
Paul Andrei Bricman, Radu Tudor Ionescu
2018 J jnl
CocoNet: A deep neural network for mapping pixel coordinates to color values.
CoRR
Paul Andrei Bricman, Radu Tudor Ionescu
2018 — conf
Continuous Trade-off Optimization Between Fast and Accurate Deep Face Detectors.
ICONIP (2)
Petru Soviany, Radu Tudor Ionescu
2018 J jnl
Continuous Trade-off Optimization between Fast and Accurate Deep Face Detectors.
CoRR
Petru Soviany, Radu Tudor Ionescu
2018 J jnl
Detecting abnormal events in video using Narrowed Motion Clusters.
CoRR
Radu Tudor Ionescu, Sorina Smeureanu, Marius Popescu, Bogdan Alexe
2018 — conf
Frustratingly Easy Trade-off Optimization Between Single-Stage and Two-Stage Deep Object Detectors.
ECCV Workshops (4)
Petru Soviany, Radu Tudor Ionescu
2018 A* conf
Improving the results of string kernels in sentiment analysis and Arabic dialect identification by adapting them to your test set.
EMNLP
Radu Tudor Ionescu, Andrei M. Butnaru
2018 J jnl
Improving the results of string kernels in sentiment analysis and Arabic dialect identification by adapting them to your test set.
CoRR
Radu Tudor Ionescu, Andrei M. Butnaru
2018 J jnl
Local Learning with Deep and Handcrafted Features for Facial Expression Recognition.
CoRR
Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Marius Popescu
2018 J jnl
Object-centric Auto-encoders and Dummy Anomalies for Abnormal Event Detection in Video.
CoRR
Radu Tudor Ionescu, Fahad Shahbaz Khan, Mariana-Iuliana Georgescu, Ling Shao
2018 Misc conf
Optimizing the Trade-Off between Single-Stage and Two-Stage Deep Object Detectors using Image Difficulty Prediction.
SYNASC
Petru Soviany, Radu Tudor Ionescu
2018 J jnl
Optimizing the Trade-off between Single-Stage and Two-Stage Object Detectors using Image Difficulty Prediction.
CoRR
Petru Soviany, Radu Tudor Ionescu
2018 J jnl
Patch Autocorrelation Features: a translation and rotation invariant approach for image classification.
Artif. Intell. Rev.
Radu Tudor Ionescu, Andreea Lavinia Ionescu, Josiane Mothe, Dan Popescu
2018 — conf
Real-Time Deep Learning Method for Abandoned Luggage Detection in Video.
EUSIPCO
Sorina Smeureanu, Radu Tudor Ionescu
2018 J jnl
Real-Time Deep Learning Method for Abandoned Luggage Detection in Video.
CoRR
Sorina Smeureanu, Radu Tudor Ionescu
2018 — conf
Transductive Learning with String Kernels for Cross-Domain Text Classification.
ICONIP (3)
Radu Tudor Ionescu, Andrei Madalin Butnaru
2018 J jnl
Transductive Learning with String Kernels for Cross-Domain Text Classification.
CoRR
Radu Tudor Ionescu, Andrei M. Butnaru
2018 — conf
UnibucKernel Reloaded: First Place in Arabic Dialect Identification for the Second Year in a Row.
VarDial@COLING 2018
Andrei M. Butnaru, Radu Tudor Ionescu
2018 J jnl
UnibucKernel Reloaded: First Place in Arabic Dialect Identification for the Second Year in a Row.
CoRR
Andrei M. Butnaru, Radu Tudor Ionescu
2018 — conf
UnibucKernel: A kernel-based learning method for complex word identification.
BEA@NAACL-HLT
Andrei M. Butnaru, Radu Tudor Ionescu
2018 J jnl
UnibucKernel: A kernel-based learning method for complex word identification.
CoRR
Andrei M. Butnaru, Radu Tudor Ionescu
2017 — conf
Can string kernels pass the test of time in Native Language Identification?
BEA@EMNLP
Radu Tudor Ionescu, Marius Popescu
2017 J jnl
Can string kernels pass the test of time in Native Language Identification?
CoRR
Radu Tudor Ionescu, Marius Popescu
2017 — conf
Deep Appearance Features for Abnormal Behavior Detection in Video.
ICIAP (2)
Sorina Smeureanu, Radu Tudor Ionescu, Marius Popescu, Bogdan Alexe
2017 B conf
From Image to Text Classification: A Novel Approach based on Clustering Word Embeddings.
KES
Andrei M. Butnaru, Radu Tudor Ionescu
2017 J jnl
From Image to Text Classification: A Novel Approach based on Clustering Word Embeddings.
CoRR
Andrei M. Butnaru, Radu Tudor Ionescu
2017 B conf
HASKER: An efficient algorithm for string kernels. Application to polarity classification in various languages.
KES
Marius Popescu, Cristian Grozea, Radu Tudor Ionescu
2017 J jnl
How hard can it be? Estimating the difficulty of visual search in an image.
CoRR
Radu Tudor Ionescu, Bogdan Alexe, Marius Leordeanu, Marius Popescu, Dim P. Papadopoulos, Vittorio Ferrari
2017 — conf
Learning to Identify Arabic and German Dialects using Multiple Kernels.
VarDial
Radu Tudor Ionescu, Andrei M. Butnaru
2017 — conf
Local frame match distance: A novel approach for exemplar gesture recognition.
EUSIPCO
Radu Tudor Ionescu, Marius Popescu, Christopher Conly, Vassilis Athitsos
2017 — conf
ShotgunWSD: An unsupervised algorithm for global word sense disambiguation inspired by DNA sequencing.
EACL (1)
Andrei M. Butnaru, Radu Tudor Ionescu, Florentina Hristea
2017 J jnl
ShotgunWSD: An unsupervised algorithm for global word sense disambiguation inspired by DNA sequencing.
CoRR
Andrei M. Butnaru, Radu Tudor Ionescu, Florentina Hristea
2017 A* conf
Unmasking the Abnormal Events in Video.
ICCV
Radu Tudor Ionescu, Sorina Smeureanu, Bogdan Alexe, Marius Popescu
2017 J jnl
Unmasking the abnormal events in video.
CoRR
Radu Tudor Ionescu, Sorina Smeureanu, Bogdan Alexe, Marius Popescu
2016 A* conf
How Hard Can It Be? Estimating the Difficulty of Visual Search in an Image.
CVPR
Radu Tudor Ionescu, Bogdan Alexe, Marius Leordeanu, Marius Popescu, Dim P. Papadopoulos, Vittorio Ferrari
2016 — book
Knowledge Transfer between Computer Vision and Text Mining - Similarity-based Learning Approaches
Radu Tudor Ionescu, Marius Popescu
2016 B conf
Measuring the Local Non-alignment Between Objects: Applications to Different Domains.
KES
Radu Tudor Ionescu
2016 J jnl
String Kernels for Native Language Identification: Insights from Behind the Curtains.
Comput. Linguistics
Radu Tudor Ionescu, Marius Popescu, Aoife Cahill
2016 — conf
UnibucKernel: An Approach for Arabic Dialect Identification Based on Multiple String Kernels.
VarDial@COLING
Radu Tudor Ionescu, Marius Popescu
2015 — conf
A Fast Algorithm for Local Rank Distance: Application to Arabic Native Language Identification.
ICONIP (2)
Radu Tudor Ionescu
2015 J jnl
BiomassID: A biomass type identification system for mobile devices.
Comput. Electron. Agric.
Radu Tudor Ionescu, Andreea Lavinia Popescu, Marius Popescu, Dan Popescu
2015 J jnl
Challenges in representation learning: A report on three machine learning contests.
Neural Networks
Ian J. Goodfellow, Dumitru Erhan, Pierre Luc Carrier, Aaron C. Courville, Mehdi Mirza, Benjamin Hamner, William Cukierski, Yichuan Tang, David Thaler, Dong-hyun Lee, Yingbo Zhou, Chetan Ramaiah, Fangxiang Feng, Ruifan Li, Xiaojie Wang, Dimitris Athanasakis, John Shawe-Taylor, Maxim Milakov, John Park, Radu Tudor Ionescu, Marius Popescu, Cristian Grozea, James Bergstra, Jingjing Xie, Lukasz Romaszko, Bing Xu, Chuang Zhang, Yoshua Bengio
2015 C conf
DeShaTo: Describing the Shape of Cumulative Topic Distributions to Rank Retrieval Systems Without Relevance Judgments.
SPIRE
Radu Tudor Ionescu, Adrian-Gabriel Chifu, Josiane Mothe
2015 — conf
Have a SNAK. Encoding Spatial Information with the Spatial Non-alignment Kernel.
ICIAP (1)
Radu Tudor Ionescu, Marius Popescu
2015 J jnl
PQ kernel: A rank correlation kernel for visual word histograms.
Pattern Recognit. Lett.
Radu Tudor Ionescu, Marius Popescu
2015 — conf
Patch Autocorrelation Features for Optical Character Recognition.
VISAPP (1)
Radu Tudor Ionescu, Andreea Lavinia Popescu, Dan Popescu
2015 — conf
Texture Classification with Patch Autocorrelation Features.
ICONIP (1)
Radu Tudor Ionescu, Andreea Lavinia Popescu, Dan Popescu
2014 A* conf
Can characters reveal your native language? A language-independent approach to native language identification.
EMNLP
Radu Tudor Ionescu, Marius Popescu, Aoife Cahill
2014 J jnl
Clustering based on median and closest string via rank distance with applications on DNA.
Neural Comput. Appl.
Liviu P. Dinu, Radu Tudor Ionescu
2014 — conf
Local Texton Dissimilarity with Applications on Biomass Classification.
VISAPP (1)
Radu Tudor Ionescu, Andreea Lavinia Popescu, Dan Popescu, Marius Popescu
2014 B conf
Objectness to improve the bag of visual words model.
ICIP
Radu Tudor Ionescu, Marius Popescu
2013 — conf
An Efficient Algorithm for Rank Distance Consensus.
AI*IA
Liviu P. Dinu, Radu Tudor Ionescu
2013 — conf
Challenges in Representation Learning: A Report on Three Machine Learning Contests.
ICONIP (3)
Ian J. Goodfellow, Dumitru Erhan, Pierre Luc Carrier, Aaron C. Courville, Mehdi Mirza, Benjamin Hamner, William Cukierski, Yichuan Tang, David Thaler, Dong-hyun Lee, Yingbo Zhou, Chetan Ramaiah, Fangxiang Feng, Ruifan Li, Xiaojie Wang, Dimitris Athanasakis, John Shawe-Taylor, Maxim Milakov, John Park, Radu Tudor Ionescu, Marius Popescu, Cristian Grozea, James Bergstra, Jingjing Xie, Lukasz Romaszko, Bing Xu, Chuang Zhang, Yoshua Bengio
2013 J jnl
Challenges in Representation Learning: A report on three machine learning contests.
CoRR
Ian J. Goodfellow, Dumitru Erhan, Pierre Luc Carrier, Aaron C. Courville, Mehdi Mirza, Benjamin Hamner, William Cukierski, Yichuan Tang, David Thaler, Dong-hyun Lee, Yingbo Zhou, Chetan Ramaiah, Fangxiang Feng, Ruifan Li, Xiaojie Wang, Dimitris Athanasakis, John Shawe-Taylor, Maxim Milakov, John Park, Radu Tudor Ionescu, Marius Popescu, Cristian Grozea, James Bergstra, Jingjing Xie, Lukasz Romaszko, Bing Xu, Chuang Zhang, Yoshua Bengio
2013 — conf
Efficient fractal method for texture classification.
ICSCS
Andreea Lavinia Popescu, Dan Popescu, Radu Tudor Ionescu, Nicoleta Angelescu, Romeo Cojocaru
2013 — conf
Kernels for Visual Words Histograms.
ICIAP (1)
Radu Tudor Ionescu, Marius Popescu
2013 Misc conf
Local Rank Distance.
SYNASC
Radu Tudor Ionescu
2013 — conf
Speeding Up Local Patch Dissimilarity.
ICIAP (1)
Radu Tudor Ionescu, Marius Popescu
2013 — conf
The Story of the Characters, the DNA and the Native Language.
BEA@NAACL-HLT
Marius Popescu, Radu Tudor Ionescu
2012 Misc conf
A Rank-Based Approach of Cosine Similarity with Applications in Automatic Classification.
SYNASC
Liviu P. Dinu, Radu Tudor Ionescu
2012 — conf
Clustering Based on Rank Distance with Applications on DNA.
ICONIP (5)
Liviu Petrisor Dinu, Radu Tudor Ionescu
2012 Misc conf
Clustering Methods Based on Closest String via Rank Distance.
SYNASC
Liviu P. Dinu, Radu Tudor Ionescu
2012 — conf
Local Patch Dissimilarity for Images.
ICONIP (1)
Liviu Petrisor Dinu, Radu Tudor Ionescu, Marius Popescu
2012 J jnl
Word sense disambiguation to improve precision for ambiguous queries.
Central Eur. J. Comput. Sci.
Adrian-Gabriel Chifu, Radu Tudor Ionescu
2011 Misc conf
A Genetic Approximation of Closest String via Rank Distance.
SYNASC
Liviu Petrisor Dinu, Radu Tudor Ionescu