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2020 – today
- 2025
[j17]Sotirios Konstantakos, Jorgen Cani
, Ioannis Mademlis, Despina Ioanna Chalkiadaki, Yuki M. Asano, Efstratios Gavves, Georgios Th. Papadopoulos:
Self-supervised visual learning in the low-data regime: A comparative evaluation. Neurocomputing 620: 129199 (2025)- 2024
- [j16]Haochen Wang, Cilin Yan, Keyan Chen, Xiaolong Jiang, Xu Tang, Yao Hu, Guoliang Kang, Weidi Xie, Efstratios Gavves:
OV-VIS: Open-Vocabulary Video Instance Segmentation. Int. J. Comput. Vis. 132(11): 5048-5065 (2024) - [j15]Cilin Yan, Haochen Wang, Jie Liu, Xiaolong Jiang, Yao Hu, Xu Tang, Guoliang Kang, Efstratios Gavves:
PiClick: Picking the desired mask from multiple candidates in click-based interactive segmentation. Neurocomputing 599: 128083 (2024) - [j14]Alex Gabel, Rick Quax, Efstratios Gavves:
Data-driven Lie point symmetry detection for continuous dynamical systems. Mach. Learn. Sci. Technol. 5(1): 15037 (2024) - [c89]Jie Liu, Wenzhe Yin, Haochen Wang, Yunlu Chen, Jan-Jakob Sonke, Efstratios Gavves:
Dynamic Prototype Adaptation with Distillation for Few-shot Point Cloud Segmentation. 3DV 2024: 810-819 - [c88]Mohammadreza Salehi, Nikolaos Apostolikas, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano:
Redefining Normal: A Novel Object-Level Approach for Multi-object Novelty Detection. ACCV (6) 2024: 445-461 - [c87]Samuele Papa, Riccardo Valperga, David M. Knigge, Miltiadis Kofinas, Phillip Lippe, Jan-Jakob Sonke, Efstratios Gavves:
How to Train Neural Field Representations: A Comprehensive Study and Benchmark. CVPR 2024: 22616-22625 - [c86]Jie Liu, Haochen Wang, Wenzhe Yin, Jan-Jakob Sonke, Efstratios Gavves:
Click Prompt Learning with Optimal Transport for Interactive Segmentation. ECCV (33) 2024: 93-110 - [c85]Cilin Yan, Haochen Wang, Shilin Yan, Xiaolong Jiang, Yao Hu, Guoliang Kang, Weidi Xie, Efstratios Gavves:
VISA: Reasoning Video Object Segmentation via Large Language Models. ECCV (15) 2024: 98-115 - [c84]Mohammadreza Salehi, Michael Dorkenwald, Fida Mohammad Thoker, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano:
SIGMA: Sinkhorn-Guided Masked Video Modeling. ECCV (24) 2024: 293-312 - [c83]Luc P. J. Sträter, Mohammadreza Salehi, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano:
GeneralAD: Anomaly Detection Across Domains by Attending to Distorted Features. ECCV (37) 2024: 448-465 - [c82]Miltiadis Kofinas, Boris Knyazev, Yan Zhang, Yunlu Chen, Gertjan J. Burghouts, Efstratios Gavves, Cees G. M. Snoek, David W. Zhang:
Graph Neural Networks for Learning Equivariant Representations of Neural Networks. ICLR 2024 - [i89]Jie Liu, Wenzhe Yin, Haochen Wang, Yunlu Chen, Jan-Jakob Sonke, Efstratios Gavves:
Dynamic Prototype Adaptation with Distillation for Few-shot Point Cloud Segmentation. CoRR abs/2401.16051 (2024) - [i88]Adeel Pervez, Francesco Locatello, Efstratios Gavves:
Mechanistic Neural Networks for Scientific Machine Learning. CoRR abs/2402.13077 (2024) - [i87]Miltiadis Kofinas, Boris Knyazev, Yan Zhang, Yunlu Chen, Gertjan J. Burghouts, Efstratios Gavves, Cees G. M. Snoek, David W. Zhang:
Graph Neural Networks for Learning Equivariant Representations of Neural Networks. CoRR abs/2403.12143 (2024) - [i86]Leonard Bereska, Efstratios Gavves:
Mechanistic Interpretability for AI Safety - A Review. CoRR abs/2404.14082 (2024) - [i85]Sotirios Konstantakos, Despina Ioanna Chalkiadaki, Ioannis Mademlis, Yuki M. Asano, Efstratios Gavves, Georgios Th. Papadopoulos:
Self-supervised visual learning in the low-data regime: a comparative evaluation. CoRR abs/2404.17202 (2024) - [i84]Wenzhe Yin, Shujian Yu, Yicong Lin, Jie Li, Jan-Jakob Sonke, Efstratios Gavves:
Domain Adaptation with Cauchy-Schwarz Divergence. CoRR abs/2405.19978 (2024) - [i83]Evgenii Egorov, Riccardo Valperga, Efstratios Gavves:
Ai-Sampler: Adversarial Learning of Markov kernels with involutive maps. CoRR abs/2406.02490 (2024) - [i82]Yongtuo Liu, Sara Magliacane, Miltiadis Kofinas, Efstratios Gavves:
Amortized Equation Discovery in Hybrid Dynamical Systems. CoRR abs/2406.03818 (2024) - [i81]David R. Wessels, David M. Knigge, Samuele Papa, Riccardo Valperga, Sharvaree P. Vadgama, Efstratios Gavves, Erik J. Bekkers:
Grounding Continuous Representations in Geometry: Equivariant Neural Fields. CoRR abs/2406.05753 (2024) - [i80]David M. Knigge, David R. Wessels, Riccardo Valperga, Samuele Papa, Jan-Jakob Sonke, Efstratios Gavves, Erik J. Bekkers:
Space-Time Continuous PDE Forecasting using Equivariant Neural Fields. CoRR abs/2406.06660 (2024) - [i79]Cilin Yan, Haochen Wang, Xiaolong Jiang, Yao Hu, Xu Tang, Guoliang Kang, Efstratios Gavves:
Mining Open Semantics from CLIP: A Relation Transition Perspective for Few-Shot Learning. CoRR abs/2406.11252 (2024) - [i78]Cilin Yan, Haochen Wang, Shilin Yan, Xiaolong Jiang, Yao Hu, Guoliang Kang, Weidi Xie, Efstratios Gavves:
VISA: Reasoning Video Object Segmentation via Large Language Models. CoRR abs/2407.11325 (2024) - [i77]Luc P. J. Sträter, Mohammadreza Salehi, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano:
GeneralAD: Anomaly Detection Across Domains by Attending to Distorted Features. CoRR abs/2407.12427 (2024) - [i76]Mohammadreza Salehi, Michael Dorkenwald, Fida Mohammad Thoker, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano:
SIGMA: Sinkhorn-Guided Masked Video Modeling. CoRR abs/2407.15447 (2024) - [i75]Daniel Gallo Fernández, Robert van der Klis, Razvan-Andrei Matisan, Janusz Partyka, Efstratios Gavves, Samuele Papa, Phillip Lippe:
NARAIM: Native Aspect Ratio Autoregressive Image Models. CoRR abs/2410.10012 (2024) - [i74]John Gkountouras, Matthias Lindemann, Phillip Lippe, Efstratios Gavves, Ivan Titov:
Language Agents Meet Causality - Bridging LLMs and Causal World Models. CoRR abs/2410.19923 (2024) - [i73]Jie Liu, Pan Zhou, Yingjun Du, Ah-Hwee Tan, Cees G. M. Snoek, Jan-Jakob Sonke, Efstratios Gavves:
CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation. CoRR abs/2411.04679 (2024) - [i72]Dimitrios Karageorgiou, Symeon Papadopoulos, Ioannis Kompatsiaris, Efstratios Gavves:
Any-Resolution AI-Generated Image Detection by Spectral Learning. CoRR abs/2411.19417 (2024) - 2023
- [j13]Lucas de Vries, Bart J. Emmer, Charles B. L. M. Majoie, Henk A. Marquering, Efstratios Gavves:
PerfU-Net: Baseline infarct estimation from CT perfusion source data for acute ischemic stroke. Medical Image Anal. 85: 102749 (2023) - [j12]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:
Spatio-temporal physics-informed learning: A novel approach to CT perfusion analysis in acute ischemic stroke. Medical Image Anal. 90: 102971 (2023) - [j11]Wenzhe Yin, Jan-Jakob Sonke, Efstratios Gavves:
PC-Reg: A pyramidal prediction-correction approach for large deformation image registration. Medical Image Anal. 90: 102978 (2023) - [c81]Haochen Wang, Xiaolong Jiang, Xu Tang, Yao Hu, Cilin Yan, Weidi Xie, Shuai Wang, Efstratios Gavves:
Towards Open-Vocabulary Video Instance Segmentation. ICCV 2023: 4034-4043 - [c80]Mohammadreza Salehi, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano:
Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations. ICCV 2023: 16490-16501 - [c79]Jie Liu, Yingjun Du, Zehao Xiao, Cees G. M. Snoek, Jan-Jakob Sonke, Efstratios Gavves:
Memory-augmented Variational Adaptation for Online Few-shot Segmentation. ICCV (Workshops) 2023: 3316-3325 - [c78]Philipp Gérard Tréemuel, Efstratios Gavves, Christoph Würsch, Klaus Frick, Robin Vetsch:
Parameter-free Neural Field-based Optimal Design of Nonuniform Transmission Lines. ICECS 2023: 1-4 - [c77]David M. Knigge, David W. Romero, Albert Gu, Efstratios Gavves, Erik J. Bekkers, Jakub Mikolaj Tomczak, Mark Hoogendoorn, Jan-Jakob Sonke:
Modelling Long Range Dependencies in $N$D: From Task-Specific to a General Purpose CNN. ICLR 2023 - [c76]Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M. Asano, Taco Cohen, Efstratios Gavves:
Causal Representation Learning for Instantaneous and Temporal Effects in Interactive Systems. ICLR 2023 - [c75]Hossein Mirzaei, Mohammadreza Salehi, Sajjad Shahabi, Efstratios Gavves, Cees G. M. Snoek, Mohammad Sabokrou, Mohammad Hossein Rohban:
Fake It Until You Make It : Towards Accurate Near-Distribution Novelty Detection. ICLR 2023 - [c74]Adeel Pervez, Phillip Lippe, Efstratios Gavves:
Differentiable Mathematical Programming for Object-Centric Representation Learning. ICLR 2023 - [c73]Adeel Pervez, Phillip Lippe, Efstratios Gavves:
Scalable Subset Sampling with Neural Conditional Poisson Networks. ICLR 2023 - [c72]Yongtuo Liu, Sara Magliacane, Miltiadis Kofinas, Efstratios Gavves:
Graph Switching Dynamical Systems. ICML 2023: 21867-21883 - [c71]Samuele Papa, Efstratios Gavves, Jan-Jakob Sonke:
Noise2Aliasing: Unsupervised Deep Learning for View Aliasing and Noise Reduction in 4DCBCT. MICCAI (10) 2023: 481-490 - [c70]Ilze Amanda Auzina, Çagatay Yildiz, Sara Magliacane, Matthias Bethge, Efstratios Gavves:
Modulated Neural ODEs. NeurIPS 2023 - [c69]Miltiadis Kofinas, Erik J. Bekkers, Naveen Shankar Nagaraja, Efstratios Gavves:
Latent Field Discovery in Interacting Dynamical Systems with Neural Fields. NeurIPS 2023 - [c68]Alex Gabel, Victoria Klein, Riccardo Valperga, Jeroen S. W. Lamb, Kevin Webster, Rick Quax, Efstratios Gavves:
Learning Lie Group Symmetry Transformations with Neural Networks. TAG-ML 2023: 50-59 - [c67]Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M. Asano, Taco Cohen, Efstratios Gavves:
BISCUIT: Causal Representation Learning from Binary Interactions. UAI 2023: 1263-1273 - [i71]Jie Liu, Yanqi Bao, Wenzhe Yin, Haochen Wang, Yang Gao, Jan-Jakob Sonke, Efstratios Gavves:
Few-shot Semantic Segmentation with Support-induced Graph Convolutional Network. CoRR abs/2301.03194 (2023) - [i70]David M. Knigge, David W. Romero, Albert Gu, Efstratios Gavves, Erik J. Bekkers, Jakub M. Tomczak, Mark Hoogendoorn, Jan-Jakob Sonke:
Modelling Long Range Dependencies in N-D: From Task-Specific to a General Purpose CNN. CoRR abs/2301.10540 (2023) - [i69]Ilze Amanda Auzina, Çagatay Yildiz, Sara Magliacane, Matthias Bethge, Efstratios Gavves:
Invariant Neural Ordinary Differential Equations. CoRR abs/2302.13262 (2023) - [i68]Haochen Wang, Shuai Wang, Cilin Yan, Xiaolong Jiang, Xu Tang, Yao Hu, Weidi Xie, Efstratios Gavves:
Towards Open-Vocabulary Video Instance Segmentation. CoRR abs/2304.01715 (2023) - [i67]Cilin Yan, Haochen Wang, Jie Liu, Xiaolong Jiang, Yao Hu, Xu Tang, Guoliang Kang, Efstratios Gavves:
PiClick: Picking the desired mask in click-based interactive segmentation. CoRR abs/2304.11609 (2023) - [i66]Yongtuo Liu, Sara Magliacane, Miltiadis Kofinas, Efstratios Gavves:
Graph Switching Dynamical Systems. CoRR abs/2306.00370 (2023) - [i65]Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M. Asano, Taco Cohen, Efstratios Gavves:
BISCUIT: Causal Representation Learning from Binary Interactions. CoRR abs/2306.09643 (2023) - [i64]Alex Gabel, Victoria Klein, Riccardo Valperga, Jeroen S. W. Lamb, Kevin Webster, Rick Quax, Efstratios Gavves:
Learning Lie Group Symmetry Transformations with Neural Networks. CoRR abs/2307.01583 (2023) - [i63]Samuele Papa, David M. Knigge, Riccardo Valperga, Nikita Moriakov, Miltos Kofinas, Jan-Jakob Sonke, Efstratios Gavves:
Neural Modulation Fields for Conditional Cone Beam Neural Tomography. CoRR abs/2307.08351 (2023) - [i62]Mohammadreza Salehi, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano:
Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations. CoRR abs/2308.11796 (2023) - [i61]Miltiadis Kofinas, Erik J. Bekkers, Naveen Shankar Nagaraja, Efstratios Gavves:
Latent Field Discovery In Interacting Dynamical Systems With Neural Fields. CoRR abs/2310.20679 (2023) - [i60]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:
Data Augmentations in Deep Weight Spaces. CoRR abs/2311.08851 (2023) - [i59]Vincent Tao Hu, Wenzhe Yin, Pingchuan Ma, Yunlu Chen, Basura Fernando, Yuki M. Asano, Efstratios Gavves, Pascal Mettes, Björn Ommer, Cees G. M. Snoek:
Motion Flow Matching for Human Motion Synthesis and Editing. CoRR abs/2312.08895 (2023) - [i58]Samuele Papa, Riccardo Valperga, David M. Knigge, Miltiadis Kofinas, Phillip Lippe, Jan-Jakob Sonke, Efstratios Gavves:
How to Train Neural Field Representations: A Comprehensive Study and Benchmark. CoRR abs/2312.10531 (2023) - 2022
- [j10]Riaan Zoetmulder, Efstratios Gavves, Matthan W. A. Caan, Henk A. Marquering:
Domain- and task-specific transfer learning for medical segmentation tasks. Comput. Methods Programs Biomed. 214: 106539 (2022) - [j9]Yoni Schirris, Efstratios Gavves, Iris Nederlof, Hugo Mark Horlings, Jonas Teuwen:
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. 79: 102464 (2022) - [c66]Jie Liu, Yanqi Bao, Wenzhe Yin, Haochen Wang, Yang Gao, Jan-Jakob Sonke, Efstratios Gavves:
Few-shot Semantic Segmentation with Support-induced Graph Convolutional Network. BMVC 2022: 126 - [c65]Leonard Bereska, Efstratios Gavves:
Continual Learning of Dynamical Systems With Competitive Federated Reservoir Computing. CoLLAs 2022: 335-350 - [c64]Haochen Wang, Jiayi Shen, Yongtuo Liu, Yan Gao, Efstratios Gavves:
NFormer: Robust Person Re-identification with Neighbor Transformer. CVPR 2022: 7287-7297 - [c63]Jie Liu, Yanqi Bao, Guo-Sen Xie, Huan Xiong, Jan-Jakob Sonke, Efstratios Gavves:
Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation. CVPR 2022: 11543-11552 - [c62]Amirhossein Habibian, Haitam Ben Yahia, Davide Abati, Efstratios Gavves, Fatih Porikli:
Delta Distillation for Efficient Video Processing. ECCV (35) 2022: 213-229 - [c61]Yunlu Chen, Basura Fernando, Hakan Bilen, Matthias Nießner, Efstratios Gavves:
3D Equivariant Graph Implicit Functions. ECCV (3) 2022: 485-502 - [c60]Phillip Lippe, Taco Cohen, Efstratios Gavves:
Efficient Neural Causal Discovery without Acyclicity Constraints. ICLR 2022 - [c59]Adeel Pervez, Efstratios Gavves:
Stability Regularization for Discrete Representation Learning. ICLR 2022 - [c58]Yoni Schirris, Mendel Engelaer, Andreas Panteli, Hugo Mark Horlings, Efstratios Gavves, Jonas Teuwen:
WeakSTIL: weak whole-slide image level stromal tumor infiltrating lymphocyte scores are all you need. Digital and Computational Pathology 2022 - [c57]Pieter Kronemeijer, Efstratios Gavves, Jan-Jakob Sonke, Jonas Teuwen:
Tumor tracking in 4D CT images for adaptive radiotherapy. Image Processing 2022 - [c56]Haochen Wang, Jie Liu, Yongtuo Liu, Subhransu Maji, Jan-Jakob Sonke, Efstratios Gavves:
Dynamic Transformer for Few-shot Instance Segmentation. ACM Multimedia 2022: 2969-2977 - [c55]ChangYong Oh, Roberto Bondesan, Efstratios Gavves, Max Welling:
Batch Bayesian Optimization on Permutations using the Acquisition Weighted Kernel. NeurIPS 2022 - [i57]Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M. Asano, Taco Cohen, Efstratios Gavves:
CITRIS: Causal Identifiability from Temporal Intervened Sequences. CoRR abs/2202.03169 (2022) - [i56]Tessa van der Heiden, Herke van Hoof, Efstratios Gavves, Christoph Salge:
Reliably Re-Acting to Partner's Actions with the Social Intrinsic Motivation of Transfer Empowerment. CoRR abs/2203.03355 (2022) - [i55]Amirhossein Habibian, Haitam Ben Yahia, Davide Abati, Efstratios Gavves, Fatih Porikli:
Delta Distillation for Efficient Video Processing. CoRR abs/2203.09594 (2022) - [i54]Yunlu Chen, Basura Fernando, Hakan Bilen, Matthias Nießner, Efstratios Gavves:
3D Equivariant Graph Implicit Functions. CoRR abs/2203.17178 (2022) - [i53]Haochen Wang, Jiayi Shen, Yongtuo Liu, Yan Gao, Efstratios Gavves:
NFormer: Robust Person Re-identification with Neighbor Transformer. CoRR abs/2204.09331 (2022) - [i52]Jie Liu, Yanqi Bao, Guo-Sen Xie, Huan Xiong, Jan-Jakob Sonke, Efstratios Gavves:
Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation. CoRR abs/2204.10638 (2022) - [i51]Hossein Mirzaei, Mohammadreza Salehi, Sajjad Shahabi, Efstratios Gavves, Cees G. M. Snoek, Mohammad Sabokrou, Mohammad Hossein Rohban:
Fake It Till You Make It: Near-Distribution Novelty Detection by Score-Based Generative Models. CoRR abs/2205.14297 (2022) - [i50]David W. Romero, David M. Knigge, Albert Gu, Erik J. Bekkers, Efstratios Gavves, Jakub M. Tomczak, Mark Hoogendoorn:
Towards a General Purpose CNN for Long Range Dependencies in ND. CoRR abs/2206.03398 (2022) - [i49]Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M. Asano, Taco Cohen, Efstratios Gavves:
iCITRIS: Causal Representation Learning for Instantaneous Temporal Effects. CoRR abs/2206.06169 (2022) - [i48]Leonard Bereska, Efstratios Gavves:
Continual Learning of Dynamical Systems with Competitive Federated Reservoir Computing. CoRR abs/2206.13336 (2022) - [i47]Adeel Pervez, Phillip Lippe, Efstratios Gavves:
Differentiable Mathematical Programming for Object-Centric Representation Learning. CoRR abs/2210.02159 (2022) - 2021
- [j8]Zenglin Shi, Yunlu Chen, Efstratios Gavves, Pascal Mettes, Cees G. M. Snoek:
Unsharp Mask Guided Filtering. IEEE Trans. Image Process. 30: 7472-7485 (2021) - [c54]Deepak K. Gupta, Devanshu Arya, Efstratios Gavves:
Rotation Equivariant Siamese Networks for Tracking. CVPR 2021: 12362-12371 - [c53]Andreas Panteli, Jonas Teuwen, Hugo M. Horlings, Efstratios Gavves:
Sparse-shot Learning with Exclusive Cross-Entropy for Extremely Many Localisations. ICCV 2021: 2793-2803 - [c52]Phillip Lippe, Efstratios Gavves:
Categorical Normalizing Flows via Continuous Transformations. ICLR 2021 - [c51]Yunlu Chen, Basura Fernando, Hakan Bilen, Thomas Mensink, Efstratios Gavves:
Neural Feature Matching in Implicit 3D Representations. ICML 2021: 1582-1593 - [c50]Adeel Pervez, Efstratios Gavves:
Spectral Smoothing Unveils Phase Transitions in Hierarchical Variational Autoencoders. ICML 2021: 8536-8545 - [c49]Miltiadis Kofinas, Naveen Shankar Nagaraja, Efstratios Gavves:
Roto-translated Local Coordinate Frames For Interacting Dynamical Systems. NeurIPS 2021: 6417-6429 - [c48]ChangYong Oh, Efstratios Gavves, Max Welling:
Mixed variable Bayesian optimization with frequency modulated kernels. UAI 2021: 950-960 - [d1]Miltiadis Kofinas, Naveen Shankar Nagaraja, Efstratios Gavves:
3D Charged Particles Dataset - Roto-translated Local Coordinate Frames for Interacting Dynamical Systems. Zenodo, 2021
- [i46]ChangYong Oh, Efstratios Gavves, Max Welling:
Mixed Variable Bayesian Optimization with Frequency Modulated Kernels. CoRR abs/2102.12792 (2021) - [i45]ChangYong Oh, Roberto Bondesan, Efstratios Gavves, Max Welling:
Batch Bayesian Optimization on Permutations using Acquisition Weighted Kernels. CoRR abs/2102.13382 (2021) - [i44]Andreas Panteli, Jonas Teuwen, Hugo M. Horlings, Efstratios Gavves:
Sparse-Shot Learning for Extremely Many Localisations. CoRR abs/2104.10425 (2021) - [i43]Zenglin Shi, Yunlu Chen, Efstratios Gavves, Pascal Mettes, Cees G. M. Snoek:
Unsharp Mask Guided Filtering. CoRR abs/2106.01428 (2021) - [i42]Matthias Reisser, Christos Louizos, Efstratios Gavves, Max Welling:
Federated Mixture of Experts. CoRR abs/2107.06724 (2021) - [i41]Yoni Schirris, Efstratios Gavves, Iris Nederlof, Hugo Mark Horlings, Jonas Teuwen:
DeepSMILE: Self-supervised heterogeneity-aware multiple instance learning for DNA damage response defect classification directly from H&E whole-slide images. CoRR abs/2107.09405 (2021) - [i40]Phillip Lippe, Taco Cohen, Efstratios Gavves:
Efficient Neural Causal Discovery without Acyclicity Constraints. CoRR abs/2107.10483 (2021) - [i39]Yoni Schirris, Mendel Engelaer, Andreas Panteli, Hugo Mark Horlings, Efstratios Gavves, Jonas Teuwen:
WeakSTIL: Weak whole-slide image level stromal tumor infiltrating lymphocyte scores are all you need. CoRR abs/2109.05892 (2021) - [i38]Miltiadis Kofinas, Naveen Shankar Nagaraja, Efstratios Gavves:
Roto-translated Local Coordinate Frames For Interacting Dynamical Systems. CoRR abs/2110.14961 (2021) - 2020
- [c47]Yunlu Chen, Vincent Tao Hu, Efstratios Gavves, Thomas Mensink, Pascal Mettes, Pengwan Yang, Cees G. M. Snoek:
PointMixup: Augmentation for Point Clouds. ECCV (3) 2020: 330-345 - [c46]Adeel Pervez, Taco Cohen, Efstratios Gavves:
Low Bias Low Variance Gradient Estimates for Boolean Stochastic Networks. ICML 2020: 7632-7640 - [c45]Mert Kilickaya, Noureldien Hussein, Efstratios Gavves, Arnold W. M. Smeulders:
Self-Selective Context for Interaction Recognition. ICPR 2020: 2280-2287 - [c44]Efstratios Gavves, Ran Tao, Deepak K. Gupta, Arnold W. M. Smeulders:
Model Decay in Long-Term Tracking. ICPR 2020: 2685-2692 - [c43]Deepak K. Gupta, Efstratios Gavves, Arnold W. M. Smeulders:
Tackling Occlusion in Siamese Tracking with Structured Dropouts. ICPR 2020: 5804-5811 - [c42]Shuai Liao, Efstratios Gavves, ChangYong Oh, Cees G. M. Snoek:
Quasibinary Classifier for Images with Zero and Multiple Labels. ICPR 2020: 8743-8750 - [c41]Andreas Panteli, Deepak K. Gupta, Nathan de Bruijn, Efstratios Gavves:
Siamese Tracking of Cell Behaviour Patterns. MIDL 2020: 570-587 - [i37]Noureldien Hussein, Efstratios Gavves, Arnold W. M. Smeulders:
PIC: Permutation Invariant Convolution for Recognizing Long-range Activities. CoRR abs/2003.08275 (2020) - [i36]Phillip Lippe, Efstratios Gavves:
Categorical Normalizing Flows via Continuous Transformations. CoRR abs/2006.09790 (2020) - [i35]Deepak K. Gupta, Efstratios Gavves, Arnold W. M. Smeulders:
Tackling Occlusion in Siamese Tracking with Structured Dropouts. CoRR abs/2006.16571 (2020) - [i34]Yunlu Chen, Vincent Tao Hu, Efstratios Gavves, Thomas Mensink, Pascal Mettes, Pengwan Yang, Cees G. M. Snoek:
PointMixup: Augmentation for Point Clouds. CoRR abs/2008.06374 (2020) - [i33]Mert Kilickaya, Noureldien Hussein, Efstratios Gavves, Arnold W. M. Smeulders:
Self-Selective Context for Interaction Recognition. CoRR abs/2010.08750 (2020) - [i32]Maximilian Filtenborg, Efstratios Gavves, Deepak Gupta:
Siamese Tracking with Lingual Object Constraints. CoRR abs/2011.11721 (2020) - [i31]Tessa van der Heiden, Christoph Salge, Efstratios Gavves, Herke van Hoof:
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