Mariana-Iuliana Georgescu

60 papers A* 6A 3B 3Misc 1Journal 40Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	LaDe: Unified Multi-Layered Graphic Media Generation and Decomposition. CoRR Vlad-Constantin Lungu-Stan, Ionut Mironica, Mariana-Iuliana Georgescu
2026	J	`jnl`	X-Aligner: Composed Visual Retrieval without the Bells and Whistles. CoRR Yuqian Zheng, Mariana-Iuliana Georgescu
2025	A*	`conf`	COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training. CVPR Sanghwan Kim, Rui Xiao, Mariana-Iuliana Georgescu, Stephan Alaniz, Zeynep Akata
2025	A*	`conf`	FLAIR: VLM with Fine-grained Language-informed Image Representations. CVPR Rui Xiao, Sanghwan Kim, Mariana-Iuliana Georgescu, Zeynep Akata, Stephan Alaniz
2025	J	`jnl`	Q-Former Autoencoder: A Modern Framework for Medical Anomaly Detection. CoRR Francesco Dalmonte, Emirhan Bayar, Emre Akbas, Mariana-Iuliana Georgescu
2025	—	`conf`	Road Obstacle Video Segmentation. DAGM GCPR Shyam Nandan Rai, Shyamgopal Karthik, Mariana-Iuliana Georgescu, Barbara Caputo, Carlo Masone, Zeynep Akata
2025	J	`jnl`	Road Obstacle Video Segmentation. CoRR Shyam Nandan Rai, Shyamgopal Karthik, Mariana-Iuliana Georgescu, Barbara Caputo, Carlo Masone, Zeynep Akata
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`	Subspace-Boosted Model Merging. CoRR Ronald Skorobogat, Karsten Roth, Mariana-Iuliana Georgescu, Zeynep Akata
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
2024	J	`jnl`	COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training. CoRR Sanghwan Kim, Rui Xiao, Mariana-Iuliana Georgescu, Stephan Alaniz, Zeynep Akata
2024	—	`conf`	EgoCVR: An Egocentric Benchmark for Fine-Grained Composed Video Retrieval. ECCV (37) Thomas Hummel, Shyamgopal Karthik, Mariana-Iuliana Georgescu, Zeynep Akata
2024	J	`jnl`	EgoCVR: An Egocentric Benchmark for Fine-Grained Composed Video Retrieval. CoRR Thomas Hummel, Shyamgopal Karthik, Mariana-Iuliana Georgescu, Zeynep Akata
2024	J	`jnl`	FLAIR: VLM with Fine-grained Language-informed Image Representations. CoRR Rui Xiao, Sanghwan Kim, Mariana-Iuliana Georgescu, Zeynep Akata, Stephan Alaniz
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`	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	A*	`conf`	Audiovisual Masked Autoencoders. ICCV Mariana-Iuliana Georgescu, Eduardo Fonseca, Radu Tudor Ionescu, Mario Lucic, Cordelia Schmid, Anurag Arnab
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	Misc	`conf`	Diversity-Promoting Ensemble for Medical Image Segmentation. SAC Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Andreea-Iuliana Miron
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	B	`conf`	Masked Autoencoders for Unsupervised Anomaly Detection in Medical Images. KES Mariana-Iuliana Georgescu
2023	J	`jnl`	Masked Autoencoders for Unsupervised Anomaly Detection in Medical Images. CoRR Mariana-Iuliana Georgescu
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`	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
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	J	`jnl`	Audiovisual Masked Autoencoders. CoRR Mariana-Iuliana Georgescu, Eduardo Fonseca, Radu Tudor Ionescu, Mario Lucic, Cordelia Schmid, Anurag Arnab
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`	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	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`	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	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
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`	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`	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	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`	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
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`	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	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 with Intermediate Loss for 3D Super-Resolution of CT and MRI Scans. CoRR Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Nicolae Verga
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
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`	Local Learning With Deep and Handcrafted Features for Facial Expression Recognition. IEEE Access Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Marius Popescu
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
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