Efstratios Gavves

228 papers A* 57A 6B 8Journal 126Unranked 31

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Towards Uniformity and Alignment for Multimodal Representation Learning. CoRR Wenzhe Yin, Pan Zhou, Zehao Xiao, Jie Liu, Shujian Yu, Jan-Jakob Sonke, Efstratios Gavves
2025	A*	`conf`	Any-Resolution AI-Generated Image Detection by Spectral Learning. CVPR Dimitrios Karageorgiou, Symeon Papadopoulos, Ioannis Kompatsiaris, Efstratios Gavves
2025	A*	`conf`	CTRL-O: Language-Controllable Object-Centric Visual Representation Learning. CVPR Aniket Didolkar, Andrii Zadaianchuk, Rabiul Awal, Maximilian Seitzer, Efstratios Gavves, Aishwarya Agrawal
2025	J	`jnl`	CTRL-O: Language-Controllable Object-Centric Visual Representation Learning. CoRR Aniket Didolkar, Andrii Zadaianchuk, Rabiul Awal, Maximilian Seitzer, Efstratios Gavves, Aishwarya Agrawal
2025	A*	`conf`	CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation. ICLR Jie Liu, Pan Zhou, Yingjun Du, Ah-Hwee Tan, Cees G. M. Snoek, Jan-Jakob Sonke, Efstratios Gavves
2025	J	`jnl`	Distributional Vision-Language Alignment by Cauchy-Schwarz Divergence. CoRR Wenzhe Yin, Zehao Xiao, Pan Zhou, Shujian Yu, Jiayi Shen, Jan-Jakob Sonke, Efstratios Gavves
2025	A*	`conf`	Dream to Manipulate: Compositional World Models Empowering Robot Imitation Learning with Imagination. ICLR Leonardo Barcellona, Andrii Zadaianchuk, Davide Allegro, Samuele Papa, Stefano Ghidoni, Efstratios Gavves
2025	J	`jnl`	Dual Guidance Semi-Supervised Action Detection. CoRR Ankit Singh, Efstratios Gavves, Cees G. M. Snoek, Hilde Kuehne
2025	J	`jnl`	ECTIL: Label-efficient Computational Tumour Infiltrating Lymphocyte (TIL) assessment in breast cancer: Multicentre validation in 2,340 patients with breast cancer. CoRR Yoni Schirris, Rosie Voorthuis, Mark Opdam, Marte Liefaard, Gabe S. Sonke, Gwen Dackus, Vincent de Jong, Yuwei Wang, Annelot Van Rossum, Tessa G. Steenbruggen, Lars C. Steggink, Liesbeth G. E. de Vries, Marc J. van de Vijver, Roberto Salgado, Efstratios Gavves, Paul J. van Diest, Sabine C. Linn, Jonas Teuwen, Renee Menezes, Marleen Kok, Hugo M. Horlings
2025	J	`jnl`	Equivariant Multiscale Learned Invertible Reconstruction for Cone Beam CT: From Simulated to Real Data. CoRR Nikita Moriakov, Efstratios Gavves, Jonathan H. Mason, Carmen Seller-Oria, Jonas Teuwen, Jan-Jakob Sonke
2025	—	`conf`	From Explainable to Explained AI: Ideas for Falsifying and Quantifying Explanations. iMIMIC@MICCAI Yoni Schirris, Eric Marcus, Jonas Teuwen, Hugo M. Horlings, Efstratios Gavves
2025	J	`jnl`	From Explainable to Explained AI: Ideas for Falsifying and Quantifying Explanations. CoRR Yoni Schirris, Eric Marcus, Jonas Teuwen, Hugo M. Horlings, Efstratios Gavves
2025	J	`jnl`	Geometric Neural Process Fields. CoRR Wenzhe Yin, Zehao Xiao, Jiayi Shen, Yunlu Chen, Cees G. M. Snoek, Jan-Jakob Sonke, Efstratios Gavves
2025	A*	`conf`	Grounding Continuous Representations in Geometry: Equivariant Neural Fields. ICLR David R. Wessels, David M. Knigge, Riccardo Valperga, Samuele Papa, Sharvaree P. Vadgama, Efstratios Gavves, Erik J. Bekkers
2025	A*	`conf`	Language Agents Meet Causality - Bridging LLMs and Causal World Models. ICLR John Gkountouras, Matthias Lindemann, Phillip Lippe, Efstratios Gavves, Ivan Titov
2025	A*	`conf`	LoTUS: Large-Scale Machine Unlearning with a Taste of Uncertainty. CVPR Christoforos N. Spartalis, Theodoros Semertzidis, Efstratios Gavves, Petros Daras
2025	J	`jnl`	LoTUS: Large-Scale Machine Unlearning with a Taste of Uncertainty. CoRR Christoforos N. Spartalis, Theodoros Semertzidis, Efstratios Gavves, Petros Daras
2025	A*	`conf`	Mechanistic PDE Networks for Discovery of Governing Equations. ICML Adeel Pervez, Efstratios Gavves, Francesco Locatello
2025	J	`jnl`	Mechanistic PDE Networks for Discovery of Governing Equations. CoRR Adeel Pervez, Efstratios Gavves, Francesco Locatello
2025	J	`jnl`	MoSiC: Optimal-Transport Motion Trajectory for Dense Self-Supervised Learning. CoRR Mohammadreza Salehi, Shashanka Venkataramanan, Ioana Simion, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano
2025	J	`jnl`	Morpheus: Benchmarking Physical Reasoning of Video Generative Models with Real Physical Experiments. CoRR Chenyu Zhang, Daniil Cherniavskii, Andrii Zadaianchuk, Antonios Tragoudaras, Antonios Vozikis, Thijmen Nijdam, Derck W. E. Prinzhorn, Mark Bodracska, Nicu Sebe, Efstratios Gavves
2025	J	`jnl`	Physics-Guided Radiotherapy Treatment Planning with Deep Learning. CoRR Stefanos Achlatis, Efstratios Gavves, Jan-Jakob Sonke
2025	A*	`conf`	Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes. ICML Jie Liu, Pan Zhou, Zehao Xiao, Jiayi Shen, Wenzhe Yin, Jan-Jakob Sonke, Efstratios Gavves
2025	J	`jnl`	Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes. CoRR Jie Liu, Pan Zhou, Zehao Xiao, Jiayi Shen, Wenzhe Yin, Jan-Jakob Sonke, Efstratios Gavves
2025	J	`jnl`	Probabilistic Prototype Calibration of Vision-Language Models for Generalized Few-shot Semantic Segmentation. CoRR Jie Liu, Jiayi Shen, Pan Zhou, Jan-Jakob Sonke, Efstratios Gavves
2025	J	`jnl`	Self-supervised visual learning in the low-data regime: A comparative evaluation. Neurocomputing Sotirios Konstantakos, Jorgen Cani, Ioannis Mademlis, Despina Ioanna Chalkiadaki, Yuki M. Asano, Efstratios Gavves, Georgios Th. Papadopoulos
2025	J	`jnl`	Superposition as Lossy Compression: Measure with Sparse Autoencoders and Connect to Adversarial Vulnerability. CoRR Leonard Bereska, Zoe Tzifa-Kratira, Reza Samavi, Efstratios Gavves
2025	J	`jnl`	Unleashing Uncertainty: Efficient Machine Unlearning for Generative AI. CoRR Christoforos N. Spartalis, Theodoros Semertzidis, Petros Daras, Efstratios Gavves
2024	J	`jnl`	Ai-Sampler: Adversarial Learning of Markov kernels with involutive maps. CoRR Evgenii Egorov, Riccardo Valperga, Efstratios Gavves
2024	J	`jnl`	Amortized Equation Discovery in Hybrid Dynamical Systems. CoRR Yongtuo Liu, Sara Magliacane, Miltiadis Kofinas, Efstratios Gavves
2024	J	`jnl`	Any-Resolution AI-Generated Image Detection by Spectral Learning. CoRR Dimitrios Karageorgiou, Symeon Papadopoulos, Ioannis Kompatsiaris, Efstratios Gavves
2024	J	`jnl`	CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation. CoRR Jie Liu, Pan Zhou, Yingjun Du, Ah-Hwee Tan, Cees G. M. Snoek, Jan-Jakob Sonke, Efstratios Gavves
2024	—	`conf`	Click Prompt Learning with Optimal Transport for Interactive Segmentation. ECCV (33) Jie Liu, Haochen Wang, Wenzhe Yin, Jan-Jakob Sonke, Efstratios Gavves
2024	J	`jnl`	Data-driven Lie point symmetry detection for continuous dynamical systems. Mach. Learn. Sci. Technol. Alex Gabel, Rick Quax, Efstratios Gavves
2024	A	`conf`	Domain Adaptation with Cauchy-Schwarz Divergence. UAI Wenzhe Yin, Shujian Yu, Yicong Lin, Jie Liu, Jan-Jakob Sonke, Efstratios Gavves
2024	J	`jnl`	Domain Adaptation with Cauchy-Schwarz Divergence. CoRR Wenzhe Yin, Shujian Yu, Yicong Lin, Jie Li, Jan-Jakob Sonke, Efstratios Gavves
2024	J	`jnl`	Dream to Manipulate: Compositional World Models Empowering Robot Imitation Learning with Imagination. CoRR Leonardo Barcellona, Andrii Zadaianchuk, Davide Allegro, Samuele Papa, Stefano Ghidoni, Efstratios Gavves
2024	—	`conf`	Dynamic Prototype Adaptation with Distillation for Few-shot Point Cloud Segmentation. 3DV Jie Liu, Wenzhe Yin, Haochen Wang, Yunlu Chen, Jan-Jakob Sonke, Efstratios Gavves
2024	J	`jnl`	Dynamic Prototype Adaptation with Distillation for Few-shot Point Cloud Segmentation. CoRR Jie Liu, Wenzhe Yin, Haochen Wang, Yunlu Chen, Jan-Jakob Sonke, Efstratios Gavves
2024	J	`jnl`	From MLP to NeoMLP: Leveraging Self-Attention for Neural Fields. CoRR Miltiadis Kofinas, Samuele Papa, Efstratios Gavves
2024	—	`conf`	GeneralAD: Anomaly Detection Across Domains by Attending to Distorted Features. ECCV (37) Luc P. J. Sträter, Mohammadreza Salehi, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano
2024	J	`jnl`	GeneralAD: Anomaly Detection Across Domains by Attending to Distorted Features. CoRR Luc P. J. Sträter, Mohammadreza Salehi, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano
2024	A*	`conf`	Graph Neural Networks for Learning Equivariant Representations of Neural Networks. ICLR Miltiadis Kofinas, Boris Knyazev, Yan Zhang, Yunlu Chen, Gertjan J. Burghouts, Efstratios Gavves, Cees G. M. Snoek, David W. Zhang
2024	J	`jnl`	Graph Neural Networks for Learning Equivariant Representations of Neural Networks. CoRR Miltiadis Kofinas, Boris Knyazev, Yan Zhang, Yunlu Chen, Gertjan J. Burghouts, Efstratios Gavves, Cees G. M. Snoek, David W. Zhang
2024	J	`jnl`	Grounding Continuous Representations in Geometry: Equivariant Neural Fields. CoRR David R. Wessels, David M. Knigge, Samuele Papa, Riccardo Valperga, Sharvaree P. Vadgama, Efstratios Gavves, Erik J. Bekkers
2024	A*	`conf`	How to Train Neural Field Representations: A Comprehensive Study and Benchmark. CVPR Samuele Papa, Riccardo Valperga, David M. Knigge, Miltiadis Kofinas, Phillip Lippe, Jan-Jakob Sonke, Efstratios Gavves
2024	J	`jnl`	Language Agents Meet Causality - Bridging LLMs and Causal World Models. CoRR John Gkountouras, Matthias Lindemann, Phillip Lippe, Efstratios Gavves, Ivan Titov
2024	J	`jnl`	Mechanistic Interpretability for AI Safety - A Review. CoRR Leonard Bereska, Efstratios Gavves
2024	J	`jnl`	Mechanistic Neural Networks for Scientific Machine Learning. CoRR Adeel Pervez, Francesco Locatello, Efstratios Gavves
2024	J	`jnl`	Mining Open Semantics from CLIP: A Relation Transition Perspective for Few-Shot Learning. CoRR Cilin Yan, Haochen Wang, Xiaolong Jiang, Yao Hu, Xu Tang, Guoliang Kang, Efstratios Gavves
2024	J	`jnl`	NARAIM: Native Aspect Ratio Autoregressive Image Models. CoRR Daniel Gallo Fernández, Robert van der Klis, Razvan-Andrei Matisan, Janusz Partyka, Efstratios Gavves, Samuele Papa, Phillip Lippe
2024	J	`jnl`	OV-VIS: Open-Vocabulary Video Instance Segmentation. Int. J. Comput. Vis. Haochen Wang, Cilin Yan, Keyan Chen, Xiaolong Jiang, Xu Tang, Yao Hu, Guoliang Kang, Weidi Xie, Efstratios Gavves
2024	J	`jnl`	PiClick: Picking the desired mask from multiple candidates in click-based interactive segmentation. Neurocomputing Cilin Yan, Haochen Wang, Jie Liu, Xiaolong Jiang, Yao Hu, Xu Tang, Guoliang Kang, Efstratios Gavves
2024	J	`jnl`	Redefining Normal: A Novel Object-Level Approach for Multi-Object Novelty Detection. CoRR Mohammadreza Salehi, Nikolaos Apostolikas, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano
2024	—	`conf`	Redefining Normal: A Novel Object-Level Approach for Multi-object Novelty Detection. ACCV (6) Mohammadreza Salehi, Nikolaos Apostolikas, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano
2024	—	`conf`	SIGMA: Sinkhorn-Guided Masked Video Modeling. ECCV (24) Mohammadreza Salehi, Michael Dorkenwald, Fida Mohammad Thoker, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano
2024	J	`jnl`	SIGMA: Sinkhorn-Guided Masked Video Modeling. CoRR Mohammadreza Salehi, Michael Dorkenwald, Fida Mohammad Thoker, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano
2024	J	`jnl`	Self-supervised visual learning in the low-data regime: a comparative evaluation. CoRR Sotirios Konstantakos, Despina Ioanna Chalkiadaki, Ioannis Mademlis, Yuki M. Asano, Efstratios Gavves, Georgios Th. Papadopoulos
2024	A*	`conf`	Space-Time Continuous PDE Forecasting using Equivariant Neural Fields. NeurIPS David M. Knigge, David R. Wessels, Riccardo Valperga, Samuele Papa, Jan-Jakob Sonke, Erik J. Bekkers, Efstratios Gavves
2024	J	`jnl`	Space-Time Continuous PDE Forecasting using Equivariant Neural Fields. CoRR David M. Knigge, David R. Wessels, Riccardo Valperga, Samuele Papa, Jan-Jakob Sonke, Efstratios Gavves, Erik J. Bekkers
2024	—	`conf`	VISA: Reasoning Video Object Segmentation via Large Language Models. ECCV (15) Cilin Yan, Haochen Wang, Shilin Yan, Xiaolong Jiang, Yao Hu, Guoliang Kang, Weidi Xie, Efstratios Gavves
2024	J	`jnl`	VISA: Reasoning Video Object Segmentation via Large Language Models. CoRR Cilin Yan, Haochen Wang, Shilin Yan, Xiaolong Jiang, Yao Hu, Guoliang Kang, Weidi Xie, Efstratios Gavves
2024	B	`conf`	Vito: Vision Transformer Optimization Via Knowledge Distillation On Decoders. ICIP Giovanni Bellitto, Renato Sortino, Paolo Spadaro, Simone Palazzo, Federica Proietto Salanitri, Giuseppe Fiameni, Efstratios Gavves, Concetto Spampinato
2023	A	`conf`	BISCUIT: Causal Representation Learning from Binary Interactions. UAI Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M. Asano, Taco Cohen, Efstratios Gavves
2023	J	`jnl`	BISCUIT: Causal Representation Learning from Binary Interactions. CoRR Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M. Asano, Taco Cohen, Efstratios Gavves
2023	A*	`conf`	Causal Representation Learning for Instantaneous and Temporal Effects in Interactive Systems. ICLR Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M. Asano, Taco Cohen, Efstratios Gavves
2023	J	`jnl`	Data Augmentations in Deep Weight Spaces. CoRR Aviv Shamsian, David W. Zhang, Aviv Navon, Yan Zhang, Miltiadis Kofinas, Idan Achituve, Riccardo Valperga, Gertjan J. Burghouts, Efstratios Gavves, Cees G. M. Snoek, Ethan Fetaya, Gal Chechik, Haggai Maron
2023	A*	`conf`	Differentiable Mathematical Programming for Object-Centric Representation Learning. ICLR Adeel Pervez, Phillip Lippe, Efstratios Gavves
2023	A*	`conf`	Fake It Until You Make It : Towards Accurate Near-Distribution Novelty Detection. ICLR Hossein Mirzaei, Mohammadreza Salehi, Sajjad Shahabi, Efstratios Gavves, Cees G. M. Snoek, Mohammad Sabokrou, Mohammad Hossein Rohban
2023	J	`jnl`	Few-shot Semantic Segmentation with Support-induced Graph Convolutional Network. CoRR Jie Liu, Yanqi Bao, Wenzhe Yin, Haochen Wang, Yang Gao, Jan-Jakob Sonke, Efstratios Gavves
2023	A*	`conf`	Graph Switching Dynamical Systems. ICML Yongtuo Liu, Sara Magliacane, Miltiadis Kofinas, Efstratios Gavves
2023	J	`jnl`	Graph Switching Dynamical Systems. CoRR Yongtuo Liu, Sara Magliacane, Miltiadis Kofinas, Efstratios Gavves
2023	J	`jnl`	How to Train Neural Field Representations: A Comprehensive Study and Benchmark. CoRR Samuele Papa, Riccardo Valperga, David M. Knigge, Miltiadis Kofinas, Phillip Lippe, Jan-Jakob Sonke, Efstratios Gavves
2023	J	`jnl`	Invariant Neural Ordinary Differential Equations. CoRR Ilze Amanda Auzina, Çagatay Yildiz, Sara Magliacane, Matthias Bethge, Efstratios Gavves
2023	J	`jnl`	Latent Field Discovery In Interacting Dynamical Systems With Neural Fields. CoRR Miltiadis Kofinas, Erik J. Bekkers, Naveen Shankar Nagaraja, Efstratios Gavves
2023	A*	`conf`	Latent Field Discovery in Interacting Dynamical Systems with Neural Fields. NeurIPS Miltiadis Kofinas, Erik J. Bekkers, Naveen Shankar Nagaraja, Efstratios Gavves
2023	—	`conf`	Learning Lie Group Symmetry Transformations with Neural Networks. TAG-ML Alex Gabel, Victoria Klein, Riccardo Valperga, Jeroen S. W. Lamb, Kevin Webster, Rick Quax, Efstratios Gavves
2023	J	`jnl`	Learning Lie Group Symmetry Transformations with Neural Networks. CoRR Alex Gabel, Victoria Klein, Riccardo Valperga, Jeroen S. W. Lamb, Kevin Webster, Rick Quax, Efstratios Gavves
2023	—	`conf`	Memory-augmented Variational Adaptation for Online Few-shot Segmentation. ICCV (Workshops) Jie Liu, Yingjun Du, Zehao Xiao, Cees G. M. Snoek, Jan-Jakob Sonke, Efstratios Gavves
2023	A*	`conf`	Modelling Long Range Dependencies in $N$D: From Task-Specific to a General Purpose CNN. ICLR David M. Knigge, David W. Romero, Albert Gu, Efstratios Gavves, Erik J. Bekkers, Jakub Mikolaj Tomczak, Mark Hoogendoorn, Jan-Jakob Sonke
2023	J	`jnl`	Modelling Long Range Dependencies in N-D: From Task-Specific to a General Purpose CNN. CoRR David M. Knigge, David W. Romero, Albert Gu, Efstratios Gavves, Erik J. Bekkers, Jakub M. Tomczak, Mark Hoogendoorn, Jan-Jakob Sonke
2023	A*	`conf`	Modulated Neural ODEs. NeurIPS Ilze Amanda Auzina, Çagatay Yildiz, Sara Magliacane, Matthias Bethge, Efstratios Gavves
2023	J	`jnl`	Motion Flow Matching for Human Motion Synthesis and Editing. CoRR Vincent Tao Hu, Wenzhe Yin, Pingchuan Ma, Yunlu Chen, Basura Fernando, Yuki M. Asano, Efstratios Gavves, Pascal Mettes, Björn Ommer, Cees G. M. Snoek
2023	J	`jnl`	Neural Modulation Fields for Conditional Cone Beam Neural Tomography. CoRR Samuele Papa, David M. Knigge, Riccardo Valperga, Nikita Moriakov, Miltos Kofinas, Jan-Jakob Sonke, Efstratios Gavves
2023	—	`conf`	Noise2Aliasing: Unsupervised Deep Learning for View Aliasing and Noise Reduction in 4DCBCT. MICCAI (10) Samuele Papa, Efstratios Gavves, Jan-Jakob Sonke
2023	J	`jnl`	PC-Reg: A pyramidal prediction-correction approach for large deformation image registration. Medical Image Anal. Wenzhe Yin, Jan-Jakob Sonke, Efstratios Gavves
2023	—	`conf`	Parameter-free Neural Field-based Optimal Design of Nonuniform Transmission Lines. ICECS Philipp Gérard Tréemuel, Efstratios Gavves, Christoph Würsch, Klaus Frick, Robin Vetsch
2023	J	`jnl`	PerfU-Net: Baseline infarct estimation from CT perfusion source data for acute ischemic stroke. Medical Image Anal. Lucas de Vries, Bart J. Emmer, Charles B. L. M. Majoie, Henk A. Marquering, Efstratios Gavves
2023	J	`jnl`	PiClick: Picking the desired mask in click-based interactive segmentation. CoRR Cilin Yan, Haochen Wang, Jie Liu, Xiaolong Jiang, Yao Hu, Xu Tang, Guoliang Kang, Efstratios Gavves
2023	A*	`conf`	Scalable Subset Sampling with Neural Conditional Poisson Networks. ICLR Adeel Pervez, Phillip Lippe, Efstratios Gavves
2023	J	`jnl`	Spatio-temporal physics-informed learning: A novel approach to CT perfusion analysis in acute ischemic stroke. Medical Image Anal. Lucas de Vries, Rudolf L. M. van Herten, Jan W. Hoving, Ivana Isgum, Bart J. Emmer, Charles B. L. M. Majoie, Henk A. Marquering, Efstratios Gavves
2023	A*	`conf`	Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations. ICCV Mohammadreza Salehi, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano
2023	J	`jnl`	Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations. CoRR Mohammadreza Salehi, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano
2023	A*	`conf`	Towards Open-Vocabulary Video Instance Segmentation. ICCV Haochen Wang, Xiaolong Jiang, Xu Tang, Yao Hu, Cilin Yan, Weidi Xie, Shuai Wang, Efstratios Gavves
2023	J	`jnl`	Towards Open-Vocabulary Video Instance Segmentation. CoRR Haochen Wang, Shuai Wang, Cilin Yan, Xiaolong Jiang, Xu Tang, Yao Hu, Weidi Xie, Efstratios Gavves
2022	—	`conf`	3D Equivariant Graph Implicit Functions. ECCV (3) Yunlu Chen, Basura Fernando, Hakan Bilen, Matthias Nießner, Efstratios Gavves
2022	J	`jnl`	3D Equivariant Graph Implicit Functions. CoRR Yunlu Chen, Basura Fernando, Hakan Bilen, Matthias Nießner, Efstratios Gavves
2022	A*	`conf`	Batch Bayesian Optimization on Permutations using the Acquisition Weighted Kernel. NeurIPS ChangYong Oh, Roberto Bondesan, Efstratios Gavves, Max Welling
2022	J	`jnl`	CITRIS: Causal Identifiability from Temporal Intervened Sequences. CoRR Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M. Asano, Taco Cohen, Efstratios Gavves
2022	—	`conf`	Continual Learning of Dynamical Systems With Competitive Federated Reservoir Computing. CoLLAs Leonard Bereska, Efstratios Gavves
2022	J	`jnl`	Continual Learning of Dynamical Systems with Competitive Federated Reservoir Computing. CoRR Leonard Bereska, Efstratios Gavves
2022	J	`jnl`	DeepSMILE: Contrastive self-supervised pre-training benefits MSI and HRD classification directly from H&E whole-slide images in colorectal and breast cancer. Medical Image Anal. Yoni Schirris, Efstratios Gavves, Iris Nederlof, Hugo Mark Horlings, Jonas Teuwen
2022	—	`conf`	Delta Distillation for Efficient Video Processing. ECCV (35) Amirhossein Habibian, Haitam Ben Yahia, Davide Abati, Efstratios Gavves, Fatih Porikli
2022	J	`jnl`	Delta Distillation for Efficient Video Processing. CoRR Amirhossein Habibian, Haitam Ben Yahia, Davide Abati, Efstratios Gavves, Fatih Porikli
2022	J	`jnl`	Differentiable Mathematical Programming for Object-Centric Representation Learning. CoRR Adeel Pervez, Phillip Lippe, Efstratios Gavves
2022	J	`jnl`	Domain- and task-specific transfer learning for medical segmentation tasks. Comput. Methods Programs Biomed. Riaan Zoetmulder, Efstratios Gavves, Matthan W. A. Caan, Henk A. Marquering
2022	A*	`conf`	Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation. CVPR Jie Liu, Yanqi Bao, Guo-Sen Xie, Huan Xiong, Jan-Jakob Sonke, Efstratios Gavves
2022	J	`jnl`	Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation. CoRR Jie Liu, Yanqi Bao, Guo-Sen Xie, Huan Xiong, Jan-Jakob Sonke, Efstratios Gavves
2022	A*	`conf`	Dynamic Transformer for Few-shot Instance Segmentation. ACM Multimedia Haochen Wang, Jie Liu, Yongtuo Liu, Subhransu Maji, Jan-Jakob Sonke, Efstratios Gavves
2022	A*	`conf`	Efficient Neural Causal Discovery without Acyclicity Constraints. ICLR Phillip Lippe, Taco Cohen, Efstratios Gavves
2022	J	`jnl`	Fake It Till You Make It: Near-Distribution Novelty Detection by Score-Based Generative Models. CoRR Hossein Mirzaei, Mohammadreza Salehi, Sajjad Shahabi, Efstratios Gavves, Cees G. M. Snoek, Mohammad Sabokrou, Mohammad Hossein Rohban
2022	A	`conf`	Few-shot Semantic Segmentation with Support-induced Graph Convolutional Network. BMVC Jie Liu, Yanqi Bao, Wenzhe Yin, Haochen Wang, Yang Gao, Jan-Jakob Sonke, Efstratios Gavves
2022	A*	`conf`	NFormer: Robust Person Re-identification with Neighbor Transformer. CVPR Haochen Wang, Jiayi Shen, Yongtuo Liu, Yan Gao, Efstratios Gavves
2022	J	`jnl`	NFormer: Robust Person Re-identification with Neighbor Transformer. CoRR Haochen Wang, Jiayi Shen, Yongtuo Liu, Yan Gao, Efstratios Gavves
2022	J	`jnl`	Reliably Re-Acting to Partner's Actions with the Social Intrinsic Motivation of Transfer Empowerment. CoRR Tessa van der Heiden, Herke van Hoof, Efstratios Gavves, Christoph Salge
2022	A*	`conf`	Stability Regularization for Discrete Representation Learning. ICLR Adeel Pervez, Efstratios Gavves
2022	J	`jnl`	Towards a General Purpose CNN for Long Range Dependencies in ND. CoRR David W. Romero, David M. Knigge, Albert Gu, Erik J. Bekkers, Efstratios Gavves, Jakub M. Tomczak, Mark Hoogendoorn
2022	B	`conf`	Tumor tracking in 4D CT images for adaptive radiotherapy. Image Processing Pieter Kronemeijer, Efstratios Gavves, Jan-Jakob Sonke, Jonas Teuwen
2022	—	`conf`	WeakSTIL: weak whole-slide image level stromal tumor infiltrating lymphocyte scores are all you need. Digital and Computational Pathology Yoni Schirris, Mendel Engelaer, Andreas Panteli, Hugo Mark Horlings, Efstratios Gavves, Jonas Teuwen
2022	J	`jnl`	iCITRIS: Causal Representation Learning for Instantaneous Temporal Effects. CoRR Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M. Asano, Taco Cohen, Efstratios Gavves
2021	J	`jnl`	Batch Bayesian Optimization on Permutations using Acquisition Weighted Kernels. CoRR ChangYong Oh, Roberto Bondesan, Efstratios Gavves, Max Welling
2021	A*	`conf`	Categorical Normalizing Flows via Continuous Transformations. ICLR Phillip Lippe, Efstratios Gavves
2021	J	`jnl`	DeepSMILE: Self-supervised heterogeneity-aware multiple instance learning for DNA damage response defect classification directly from H&E whole-slide images. CoRR Yoni Schirris, Efstratios Gavves, Iris Nederlof, Hugo Mark Horlings, Jonas Teuwen
2021	J	`jnl`	Efficient Neural Causal Discovery without Acyclicity Constraints. CoRR Phillip Lippe, Taco Cohen, Efstratios Gavves
2021	J	`jnl`	Federated Mixture of Experts. CoRR Matthias Reisser, Christos Louizos, Efstratios Gavves, Max Welling
2021	J	`jnl`	Mixed Variable Bayesian Optimization with Frequency Modulated Kernels. CoRR ChangYong Oh, Efstratios Gavves, Max Welling
2021	A	`conf`	Mixed variable Bayesian optimization with frequency modulated kernels. UAI ChangYong Oh, Efstratios Gavves, Max Welling
2021	A*	`conf`	Neural Feature Matching in Implicit 3D Representations. ICML Yunlu Chen, Basura Fernando, Hakan Bilen, Thomas Mensink, Efstratios Gavves
2021	A*	`conf`	Rotation Equivariant Siamese Networks for Tracking. CVPR Deepak K. Gupta, Devanshu Arya, Efstratios Gavves
2021	A*	`conf`	Roto-translated Local Coordinate Frames For Interacting Dynamical Systems. NeurIPS Miltiadis Kofinas, Naveen Shankar Nagaraja, Efstratios Gavves
2021	J	`jnl`	Roto-translated Local Coordinate Frames For Interacting Dynamical Systems. CoRR Miltiadis Kofinas, Naveen Shankar Nagaraja, Efstratios Gavves
2021	J	`jnl`	Sparse-Shot Learning for Extremely Many Localisations. CoRR Andreas Panteli, Jonas Teuwen, Hugo M. Horlings, Efstratios Gavves
2021	A*	`conf`	Sparse-shot Learning with Exclusive Cross-Entropy for Extremely Many Localisations. ICCV Andreas Panteli, Jonas Teuwen, Hugo M. Horlings, Efstratios Gavves
2021	A*	`conf`	Spectral Smoothing Unveils Phase Transitions in Hierarchical Variational Autoencoders. ICML Adeel Pervez, Efstratios Gavves
2021	J	`jnl`	Unsharp Mask Guided Filtering. CoRR Zenglin Shi, Yunlu Chen, Efstratios Gavves, Pascal Mettes, Cees G. M. Snoek
2021	J	`jnl`	Unsharp Mask Guided Filtering. IEEE Trans. Image Process. Zenglin Shi, Yunlu Chen, Efstratios Gavves, Pascal Mettes, Cees G. M. Snoek
2021	J	`jnl`	WeakSTIL: Weak whole-slide image level stromal tumor infiltrating lymphocyte scores are all you need. CoRR Yoni Schirris, Mendel Engelaer, Andreas Panteli, Hugo Mark Horlings, Efstratios Gavves, Jonas Teuwen
2020	J	`jnl`	Categorical Normalizing Flows via Continuous Transformations. CoRR Phillip Lippe, Efstratios Gavves
2020	A*	`conf`	Low Bias Low Variance Gradient Estimates for Boolean Stochastic Networks. ICML Adeel Pervez, Taco Cohen, Efstratios Gavves
2020	B	`conf`	Model Decay in Long-Term Tracking. ICPR Efstratios Gavves, Ran Tao, Deepak K. Gupta, Arnold W. M. Smeulders
2020	J	`jnl`	PIC: Permutation Invariant Convolution for Recognizing Long-range Activities. CoRR Noureldien Hussein, Efstratios Gavves, Arnold W. M. Smeulders
2020	—	`conf`	PointMixup: Augmentation for Point Clouds. ECCV (3) Yunlu Chen, Vincent Tao Hu, Efstratios Gavves, Thomas Mensink, Pascal Mettes, Pengwan Yang, Cees G. M. Snoek
2020	J	`jnl`	PointMixup: Augmentation for Point Clouds. CoRR Yunlu Chen, Vincent Tao Hu, Efstratios Gavves, Thomas Mensink, Pascal Mettes, Pengwan Yang, Cees G. M. Snoek
2020	B	`conf`	Quasibinary Classifier for Images with Zero and Multiple Labels. ICPR Shuai Liao, Efstratios Gavves, ChangYong Oh, Cees G. M. Snoek
2020	J	`jnl`	Robust Multi-Agent Reinforcement Learning with Social Empowerment for Coordination and Communication. CoRR Tessa van der Heiden, Christoph Salge, Efstratios Gavves, Herke van Hoof
2020	J	`jnl`	Rotation Equivariant Siamese Networks for Tracking. CoRR Deepak K. Gupta, Devanshu Arya, Efstratios Gavves
2020	B	`conf`	Self-Selective Context for Interaction Recognition. ICPR Mert Kilickaya, Noureldien Hussein, Efstratios Gavves, Arnold W. M. Smeulders
2020	J	`jnl`	Self-Selective Context for Interaction Recognition. CoRR Mert Kilickaya, Noureldien Hussein, Efstratios Gavves, Arnold W. M. Smeulders
2020	—	`conf`	Siamese Tracking of Cell Behaviour Patterns. MIDL Andreas Panteli, Deepak K. Gupta, Nathan de Bruijn, Efstratios Gavves
2020	J	`jnl`	Siamese Tracking with Lingual Object Constraints. CoRR Maximilian Filtenborg, Efstratios Gavves, Deepak Gupta
2020	B	`conf`	Tackling Occlusion in Siamese Tracking with Structured Dropouts. ICPR Deepak K. Gupta, Efstratios Gavves, Arnold W. M. Smeulders
2020	J	`jnl`	Tackling Occlusion in Siamese Tracking with Structured Dropouts. CoRR Deepak K. Gupta, Efstratios Gavves, Arnold W. M. Smeulders
2019	—	`conf`	3D Neighborhood Convolution: Learning Depth-Aware Features for RGB-D and RGB Semantic Segmentation. 3DV Yunlu Chen, Thomas Mensink, Efstratios Gavves
2019	J	`jnl`	3D Neighborhood Convolution: Learning Depth-Aware Features for RGB-D and RGB Semantic Segmentation. CoRR Yunlu Chen, Thomas Mensink, Efstratios Gavves
2019	J	`jnl`	Combinatorial Bayesian Optimization using Graph Representations. CoRR ChangYong Oh, Jakub M. Tomczak, Efstratios Gavves, Max Welling
2019	A*	`conf`	Combinatorial Bayesian Optimization using the Graph Cartesian Product. NeurIPS ChangYong Oh, Jakub M. Tomczak, Efstratios Gavves, Max Welling
2019	—	`conf`	I Bet You Are Wrong: Gambling Adversarial Networks for Structured Semantic Segmentation. ICCV Workshops Laurens Samson, Nanne van Noord, Olaf Booij, Michael Hofmann, Efstratios Gavves, Mohsen Ghafoorian
2019	J	`jnl`	I Bet You Are Wrong: Gambling Adversarial Networks for Structured Semantic Segmentation. CoRR Laurens Samson, Nanne van Noord, Olaf Booij, Michael Hofmann, Efstratios Gavves, Mohsen Ghafoorian
2019	J	`jnl`	Increasing Expressivity of a Hyperspherical VAE. CoRR Tim R. Davidson, Jakub M. Tomczak, Efstratios Gavves
2019	—	`conf`	Initialized Equilibrium Propagation for Backprop-Free Training. ICLR (Poster) Peter O'Connor, Efstratios Gavves, Max Welling
2019	J	`jnl`	Model Decay in Long-Term Tracking. CoRR Efstratios Gavves, Ran Tao, Deepak K. Gupta, Arnold W. M. Smeulders
2019	—	`conf`	Relaxed Quantization for Discretized Neural Networks. ICLR (Poster) Christos Louizos, Matthias Reisser, Tijmen Blankevoort, Efstratios Gavves, Max Welling
2019	J	`jnl`	SafeCritic: Collision-Aware Trajectory Prediction. CoRR Tessa van der Heiden, Naveen Shankar Nagaraja, Christian Weiss, Efstratios Gavves
2019	A*	`conf`	Spherical Regression: Learning Viewpoints, Surface Normals and 3D Rotations on N-Spheres. CVPR Shuai Liao, Efstratios Gavves, Cees G. M. Snoek
2019	J	`jnl`	Spherical Regression: Learning Viewpoints, Surface Normals and 3D Rotations on n-Spheres. CoRR Shuai Liao, Efstratios Gavves, Cees G. M. Snoek
2019	—	`conf`	The Seventh Visual Object Tracking VOT2019 Challenge Results. ICCV Workshops Matej Kristan, Amanda Berg, Linyu Zheng, Litu Rout, Luc Van Gool, Luca Bertinetto, Martin Danelljan, Matteo Dunnhofer, Meng Ni, Min Young Kim, Ming Tang, Ming-Hsuan Yang, Abdelrahman Eldesokey, Naveen Paluru, Niki Martinel, Pengfei Xu, Pengfei Zhang, Pengkun Zheng, Pengyu Zhang, Philip H. S. Torr, Qi Zhang, Qiang Wang, Qing Guo, Radu Timofte, Jani Käpylä, Rama Krishna Sai Subrahmanyam Gorthi, Richard M. Everson, Ruize Han, Ruohan Zhang, Shan You, Shao-Chuan Zhao, Shengwei Zhao, Shihu Li, Shikun Li, Shiming Ge, Gustavo Fernández, Shuai Bai, Shuosen Guan, Tengfei Xing, Tianyang Xu, Tianyu Yang, Ting Zhang, Tomás Vojír, Wei Feng, Weiming Hu, Weizhao Wang, Abel Gonzalez-Garcia, Wenjie Tang, Wenjun Zeng, Wenyu Liu, Xi Chen, Xi Qiu, Xiang Bai, Xiao-Jun Wu, Xiaoyun Yang, Xier Chen, Xin Li, Alireza Memarmoghadam, Xing Sun, Xingyu Chen, Xinmei Tian, Xu Tang, Xuefeng Zhu, Yan Huang, Yanan Chen, Yanchao Lian, Yang Gu, Yang Liu, Andong Lu, Yanjie Chen, Yi Zhang, Yinda Xu, Yingming Wang, Yingping Li, Yu Zhou, Yuan Dong, Yufei Xu, Yunhua Zhang, Yunkun Li, Anfeng He, Zeyu Wang, Zhao Luo, Zhaoliang Zhang, Zhenhua Feng, Zhenyu He, Zhichao Song, Zhihao Chen, Zhipeng Zhang, Zhirong Wu, Zhiwei Xiong, Zhongjian Huang, Anton Varfolomieiev, Zhu Teng, Zihan Ni, Antoni B. Chan, Jirí Matas, Ardhendu Shekhar Tripathi, Arnold W. M. Smeulders, Bala Suraj Pedasingu, Bao Xin Chen, Baopeng Zhang, Baoyuan Wu, Bi Li, Bin He, Bin Yan, Bing Bai, Ales Leonardis, Bing Li, Bo Li, Byeong Hak Kim, Chao Ma, Chen Fang, Chen Qian, Cheng Chen, Chenglong Li, Chengquan Zhang, Chi-Yi Tsai, Michael Felsberg, Chong Luo, Christian Micheloni, Chunhui Zhang, Dacheng Tao, Deepak Gupta, Dejia Song, Dong Wang, Efstratios Gavves, Eunu Yi, Fahad Shahbaz Khan, Roman P. Pflugfelder, Fangyi Zhang, Fei Wang, Fei Zhao, George De Ath, Goutam Bhat, Guangqi Chen, Guangting Wang, Guoxuan Li, Hakan Cevikalp, Hao Du, Joni-Kristian Kämäräinen, Haojie Zhao, Hasan Saribas, Ho Min Jung, Hongliang Bai, Hongyuan Yu, Houwen Peng, Huchuan Lu, Hui Li, Jiakun Li, Luka Cehovin Zajc, Jianhua Li, Jianlong Fu, Jie Chen, Jie Gao, Jie Zhao, Jin Tang, Jing Li, Jingjing Wu, Jingtuo Liu, Jinqiao Wang, Ondrej Drbohlav, Jinqing Qi, Jinyue Zhang, John K. Tsotsos, Jong Hyuk Lee, Joost van de Weijer, Josef Kittler, Jun Ha Lee, Junfei Zhuang, Kangkai Zhang, Kangkang Wang, Alan Lukezic, Kenan Dai, Lei Chen, Lei Liu, Leida Guo, Li Zhang, Liang Wang, Liangliang Wang, Lichao Zhang, Lijun Wang, Lijun Zhou
2019	A*	`conf`	Timeception for Complex Action Recognition. CVPR Noureldien Hussein, Efstratios Gavves, Arnold W. M. Smeulders
2019	J	`jnl`	Tracking-Assisted Segmentation of Biological Cells. CoRR Deepak K. Gupta, Nathan de Bruijn, Andreas Panteli, Efstratios Gavves
2019	A	`conf`	Training a Spiking Neural Network with Equilibrium Propagation. AISTATS Peter O'Connor, Efstratios Gavves, Max Welling
2019	J	`jnl`	VideoGraph: Recognizing Minutes-Long Human Activities in Videos. CoRR Noureldien Hussein, Efstratios Gavves, Arnold W. M. Smeulders
2018	J	`jnl`	Action Recognition with Dynamic Image Networks. IEEE Trans. Pattern Anal. Mach. Intell. Hakan Bilen, Basura Fernando, Efstratios Gavves, Andrea Vedaldi
2018	A*	`conf`	BOCK : Bayesian Optimization with Cylindrical Kernels. ICML ChangYong Oh, Efstratios Gavves, Max Welling
2018	J	`jnl`	BOCK : Bayesian Optimization with Cylindrical Kernels. CoRR ChangYong Oh, Efstratios Gavves, Max Welling
2018	J	`jnl`	Dynamic Adaptation on Non-Stationary Visual Domains. CoRR Sindi Shkodrani, Michael Hofmann, Efstratios Gavves
2018	—	`conf`	Dynamic Adaptation on Non-stationary Visual Domains. ECCV Workshops (2) Sindi Shkodrani, Michael Hofmann, Efstratios Gavves
2018	A*	`conf`	Improving Word Embedding Compositionality using Lexicographic Definitions. WWW Thijs Scheepers, Evangelos Kanoulas, Efstratios Gavves
2018	—	`conf`	Long-Term Tracking in the Wild: A Benchmark. ECCV (3) Jack Valmadre, Luca Bertinetto, João F. Henriques, Ran Tao, Andrea Vedaldi, Arnold W. M. Smeulders, Philip H. S. Torr, Efstratios Gavves
2018	J	`jnl`	Long-term Tracking in the Wild: A Benchmark. CoRR Jack Valmadre, Luca Bertinetto, João F. Henriques, Ran Tao, Andrea Vedaldi, Arnold W. M. Smeulders, Philip H. S. Torr, Efstratios Gavves
2018	J	`jnl`	Reflectance and Natural Illumination from Single-Material Specular Objects Using Deep Learning. IEEE Trans. Pattern Anal. Mach. Intell. Stamatios Georgoulis, Konstantinos Rematas, Tobias Ritschel, Efstratios Gavves, Mario Fritz, Luc Van Gool, Tinne Tuytelaars
2018	J	`jnl`	Relaxed Quantization for Discretized Neural Networks. CoRR Christos Louizos, Matthias Reisser, Tijmen Blankevoort, Efstratios Gavves, Max Welling
2018	B	`conf`	Searching and Matching Texture-free 3D Shapes in Images. ICMR Shuai Liao, Efstratios Gavves, Cees G. M. Snoek
2018	—	`conf`	Temporally Efficient Deep Learning with Spikes. ICLR (Poster) Peter O'Connor, Efstratios Gavves, Matthias Reisser, Max Welling
2018	—	`conf`	The Sixth Visual Object Tracking VOT2018 Challenge Results. ECCV Workshops (1) Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin Zajc, Tomás Vojír, Goutam Bhat, Alan Lukezic, Abdelrahman Eldesokey, Gustavo Fernández, Álvaro García-Martín, Álvaro Iglesias-Arias, A. Aydin Alatan, Abel González-García, Alfredo Petrosino, Alireza Memarmoghadam, Andrea Vedaldi, Andrej Muhic, Anfeng He, Arnold W. M. Smeulders, Asanka G. Perera, Bo Li, Boyu Chen, Changick Kim, Changsheng Xu, Changzhen Xiong, Cheng Tian, Chong Luo, Chong Sun, Cong Hao, Daijin Kim, Deepak Mishra, Deming Chen, Dong Wang, Dongyoon Wee, Efstratios Gavves, Erhan Gundogdu, Erik Velasco-Salido, Fahad Shahbaz Khan, Fan Yang, Fei Zhao, Feng Li, Francesco Battistone, George De Ath, Gorthi R. K. Sai Subrahmanyam, Guilherme Sousa Bastos, Haibin Ling, Hamed Kiani Galoogahi, Hankyeol Lee, Haojie Li, Haojie Zhao, Heng Fan, Honggang Zhang, Horst Possegger, Houqiang Li, Huchuan Lu, Hui Zhi, Huiyun Li, Hyemin Lee, Hyung Jin Chang, Isabela Drummond, Jack Valmadre, Jaime Spencer Martin, Javaan Singh Chahl, Jin Young Choi, Jing Li, Jinqiao Wang, Jinqing Qi, Jinyoung Sung, Joakim Johnander, João F. Henriques, Jongwon Choi, Joost van de Weijer, Jorge Rodríguez Herranz, José M. Martínez, Josef Kittler, Junfei Zhuang, Junyu Gao, Klemen Grm, Lichao Zhang, Lijun Wang, Lingxiao Yang, Litu Rout, Liu Si, Luca Bertinetto, Lutao Chu, Manqiang Che, Mario Edoardo Maresca, Martin Danelljan, Ming-Hsuan Yang, Mohamed H. Abdelpakey, Mohamed Shehata, Myunggu Kang, Namhoon Lee, Ning Wang, Ondrej Miksik, Payman Moallem, Pablo Vicente-Moñivar, Pedro Senna, Peixia Li, Philip H. S. Torr, Priya Mariam Raju, Ruihe Qian, Qiang Wang, Qin Zhou, Qing Guo, Rafael Martin Nieto, Rama Krishna Sai Subrahmanyam Gorthi, Ran Tao, Richard Bowden, Richard M. Everson, Runling Wang, Sangdoo Yun, Seokeon Choi, Sergio Vivas, Shuai Bai, Shuangping Huang, Sihang Wu, Simon Hadfield, Siwen Wang, Stuart Golodetz, Ming Tang, Tianyang Xu, Tianzhu Zhang, Tobias Fischer, Vincenzo Santopietro, Vitomir Struc, Wei Wang, Wangmeng Zuo, Wei Feng, Wei Wu, Wei Zou, Weiming Hu, Wengang Zhou, Wenjun Zeng, Xiaofan Zhang, Xiaohe Wu, Xiao-Jun Wu, Xinmei Tian, Yan Li, Yan Lu, Yee Wei Law, Yi Wu, Yiannis Demiris, Yicai Yang, Yifan Jiao, Yuhong Li, Yunhua Zhang, Yuxuan Sun, Zheng Zhang, Zheng Zhu, Zhenhua Feng, Zhihui Wang, Zhiqun He
2018	J	`jnl`	Timeception for Complex Action Recognition. CoRR Noureldien Hussein, Efstratios Gavves, Arnold W. M. Smeulders
2018	A	`conf`	Video Time: Properties, Encoders and Evaluation. BMVC Amir Ghodrati, Efstratios Gavves, Cees Snoek
2018	J	`jnl`	Video Time: Properties, Encoders and Evaluation. CoRR Amir Ghodrati, Efstratios Gavves, Cees G. M. Snoek
2018	J	`jnl`	VideoLSTM convolves, attends and flows for action recognition. Comput. Vis. Image Underst. Zhenyang Li, Kirill Gavrilyuk, Efstratios Gavves, Mihir Jain, Cees G. M. Snoek
2017	J	`jnl`	Examining Cooperation in Visual Dialog Models. CoRR Mircea Mironenco, Dana Kianfar, Ke M. Tran, Evangelos Kanoulas, Efstratios Gavves
2017	J	`jnl`	Rank Pooling for Action Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Basura Fernando, Efstratios Gavves, José Oramas Mogrovejo, Amir Ghodrati, Tinne Tuytelaars
2017	A*	`conf`	Self-Supervised Video Representation Learning with Odd-One-Out Networks. CVPR Basura Fernando, Hakan Bilen, Efstratios Gavves, Stephen Gould
2017	J	`jnl`	Temporally Efficient Deep Learning with Spikes. CoRR Peter O'Connor, Efstratios Gavves, Max Welling
2017	A*	`conf`	Tracking by Natural Language Specification. CVPR Zhenyang Li, Ran Tao, Efstratios Gavves, Cees G. M. Snoek, Arnold W. M. Smeulders
2017	J	`jnl`	Tracking for Half an Hour. CoRR Ran Tao, Efstratios Gavves, Arnold W. M. Smeulders
2017	A*	`conf`	Unified Embedding and Metric Learning for Zero-Exemplar Event Detection. CVPR Noureldien Hussein, Efstratios Gavves, Arnold W. M. Smeulders
2017	J	`jnl`	Unified Embedding and Metric Learning for Zero-Exemplar Event Detection. CoRR Noureldien Hussein, Efstratios Gavves, Arnold W. M. Smeulders
2016	—	`conf`	A Novel Perspective of Image Search for Tracking and Actions. MADiMa @ ACM Multimedia Efstratios Gavves
2016	J	`jnl`	Action Recognition with Dynamic Image Networks. CoRR Hakan Bilen, Basura Fernando, Efstratios Gavves, Andrea Vedaldi
2016	A*	`conf`	Deep Reflectance Maps. CVPR Konstantinos Rematas, Tobias Ritschel, Mario Fritz, Efstratios Gavves, Tinne Tuytelaars
2016	A*	`conf`	Dynamic Image Networks for Action Recognition. CVPR Hakan Bilen, Basura Fernando, Efstratios Gavves, Andrea Vedaldi, Stephen Gould
2016	—	`conf`	Online Action Detection. ECCV (5) Roeland De Geest, Efstratios Gavves, Amir Ghodrati, Zhenyang Li, Cees Snoek, Tinne Tuytelaars
2016	J	`jnl`	Online Action Detection. CoRR Roeland De Geest, Efstratios Gavves, Amir Ghodrati, Zhenyang Li, Cees Snoek, Tinne Tuytelaars
2016	J	`jnl`	Self-Supervised Video Representation Learning With Odd-One-Out Networks. CoRR Basura Fernando, Hakan Bilen, Efstratios Gavves, Stephen Gould
2016	A*	`conf`	Siamese Instance Search for Tracking. CVPR Ran Tao, Efstratios Gavves, Arnold W. M. Smeulders
2016	J	`jnl`	Siamese Instance Search for Tracking. CoRR Ran Tao, Efstratios Gavves, Arnold W. M. Smeulders
2016	—	`conf`	University of Amsterdam and Renmin University at TRECVID 2016: Searching Video, Detecting Events and Describing Video. TRECVID Cees G. M. Snoek, Jianfeng Dong, Xirong Li, Xiaoxu Wang, Qijie Wei, Weiyu Lan, Efstratios Gavves, Noureldien Hussein, Dennis C. Koelma, Arnold W. M. Smeulders
2016	J	`jnl`	VideoLSTM Convolves, Attends and Flows for Action Recognition. CoRR Zhenyang Li, Efstratios Gavves, Mihir Jain, Cees G. M. Snoek
2015	A*	`conf`	Active Transfer Learning with Zero-Shot Priors: Reusing Past Datasets for Future Tasks. ICCV Efstratios Gavves, Thomas Mensink, Tatiana Tommasi, Cees G. M. Snoek, Tinne Tuytelaars
2015	J	`jnl`	Active Transfer Learning with Zero-Shot Priors: Reusing Past Datasets for Future Tasks. CoRR Efstratios Gavves, Thomas Mensink, Tatiana Tommasi, Cees G. M. Snoek, Tinne Tuytelaars
2015	J	`jnl`	Deep Reflectance Maps. CoRR Konstantinos Rematas, Tobias Ritschel, Mario Fritz, Efstratios Gavves, Tinne Tuytelaars
2015	J	`jnl`	Guiding Long-Short Term Memory for Image Caption Generation. CoRR Xu Jia, Efstratios Gavves, Basura Fernando, Tinne Tuytelaars
2015	A*	`conf`	Guiding the Long-Short Term Memory Model for Image Caption Generation. ICCV Xu Jia, Efstratios Gavves, Basura Fernando, Tinne Tuytelaars
2015	A*	`conf`	Learning to Rank Based on Subsequences. ICCV Basura Fernando, Efstratios Gavves, Damien Muselet, Tinne Tuytelaars
2015	J	`jnl`	Local Alignments for Fine-Grained Categorization. Int. J. Comput. Vis. Efstratios Gavves, Basura Fernando, Cees G. M. Snoek, Arnold W. M. Smeulders, Tinne Tuytelaars
2015	J	`jnl`	MidRank: Learning to rank based on subsequences. CoRR Basura Fernando, Efstratios Gavves, Damien Muselet, Tinne Tuytelaars
2015	A*	`conf`	Modeling video evolution for action recognition. CVPR Basura Fernando, Efstratios Gavves, José Oramas M., Amir Ghodrati, Tinne Tuytelaars
2015	J	`jnl`	Rank Pooling for Action Recognition. CoRR Basura Fernando, Efstratios Gavves, José Oramas M., Amir Ghodrati, Tinne Tuytelaars
2014	—	`conf`	Attributes Make Sense on Segmented Objects. ECCV (6) Zhenyang Li, Efstratios Gavves, Thomas Mensink, Cees G. M. Snoek
2014	A*	`conf`	COSTA: Co-Occurrence Statistics for Zero-Shot Classification. CVPR Thomas Mensink, Efstratios Gavves, Cees G. M. Snoek
2014	J	`jnl`	Conceptlets: Selective Semantics for Classifying Video Events. IEEE Trans. Multim. Masoud Mazloom, Efstratios Gavves, Cees G. M. Snoek
2014	A*	`conf`	Locality in Generic Instance Search from One Example. CVPR Ran Tao, Efstratios Gavves, Cees G. M. Snoek, Arnold W. M. Smeulders
2013	A*	`conf`	Codemaps - Segment, Classify and Search Objects Locally. ICCV Zhenyang Li, Efstratios Gavves, Koen E. A. van de Sande, Cees G. M. Snoek, Arnold W. M. Smeulders
2013	A*	`conf`	Fine-Grained Categorization by Alignments. ICCV Efstratios Gavves, Basura Fernando, Cees G. M. Snoek, Arnold W. M. Smeulders, Tinne Tuytelaars
2013	B	`conf`	Searching informative concept banks for video event detection. ICMR Masoud Mazloom, Efstratios Gavves, Koen E. A. van de Sande, Cees Snoek
2012	A*	`conf`	Convex reduction of high-dimensional kernels for visual classification. CVPR Efstratios Gavves, Cees G. M. Snoek, Arnold W. M. Smeulders
2012	J	`jnl`	Visual synonyms for landmark image retrieval. Comput. Vis. Image Underst. Efstratios Gavves, Cees G. M. Snoek, Arnold W. M. Smeulders
2011	A*	`conf`	Personalizing automated image annotation using cross-entropy. ACM Multimedia Xirong Li, Efstratios Gavves, Cees G. M. Snoek, Marcel Worring, Arnold W. M. Smeulders
2010	A*	`conf`	Landmark image retrieval using visual synonyms. ACM Multimedia Efstratios Gavves, Cees G. M. Snoek
2010	—	`conf`	The MediaMill TRECVID 2010 Semantic Video Search Engine. TRECVID Cees Snoek, Koen E. A. van de Sande, Ork de Rooij, Bouke Huurnink, Efstratios Gavves, Daan Odijk, Maarten de Rijke, Theo Gevers, Marcel Worring, Dennis C. Koelma, Arnold W. M. Smeulders