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2012.05649
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Concept Generalization in Visual Representation Learning
IEEE International Conference on Computer Vision (ICCV), 2020
10 December 2020
Mert Bulent Sariyildiz
Yannis Kalantidis
Diane Larlus
Alahari Karteek
SSL
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Papers citing
"Concept Generalization in Visual Representation Learning"
35 / 35 papers shown
SEVERE++: Evaluating Benchmark Sensitivity in Generalization of Video Representation Learning
Fida Mohammad Thoker
Letian Jiang
Chen Zhao
Piyush Bagad
Hazel Doughty
Bernard Ghanem
Cees G. M. Snoek
ViT
SSL
424
2
0
08 Apr 2025
UNIC: Universal Classification Models via Multi-teacher Distillation
European Conference on Computer Vision (ECCV), 2024
Mert Bulent Sariyildiz
Philippe Weinzaepfel
Thomas Lucas
Diane Larlus
Yannis Kalantidis
445
20
0
09 Aug 2024
EUDA: An Efficient Unsupervised Domain Adaptation via Self-Supervised Vision Transformer
Ali Abedi
Q. M. Jonathan Wu
Ning Zhang
Farhad Pourpanah
208
7
0
31 Jul 2024
African or European Swallow? Benchmarking Large Vision-Language Models for Fine-Grained Object Classification
Gregor Geigle
Radu Timofte
Goran Glavaš
261
26
0
20 Jun 2024
Policy Gradient-Driven Noise Mask
Mehmet Can Yavuz
Yang Yang
553
1
0
29 Apr 2024
Situation Awareness for Driver-Centric Driving Style Adaptation
Johann Haselberger
Bonifaz Stuhr
Bernhard Schick
Steffen Müller
239
3
0
28 Mar 2024
DPStyler: Dynamic PromptStyler for Source-Free Domain Generalization
Yunlong Tang
Yuxuan Wan
Lei Qi
Xin Geng
VLM
328
13
0
25 Mar 2024
Task Attribute Distance for Few-Shot Learning: Theoretical Analysis and Applications
Minyang Hu
Hong Chang
Zong Guo
Bingpeng Ma
Shiguang Shan
Xilin Chen
VLM
458
1
0
06 Mar 2024
Revisiting Supervision for Continual Representation Learning
European Conference on Computer Vision (ECCV), 2023
Daniel Marczak
Sebastian Cygert
Tomasz Trzciñski
Bartlomiej Twardowski
SSL
CLL
463
4
0
22 Nov 2023
Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment
AAAI Conference on Artificial Intelligence (AAAI), 2023
Shengxiang Zhang
Muzammal Naseer
Guangyi Chen
Zhiqiang Shen
Salman Khan
Kun Zhang
Fahad Shahbaz Khan
VLM
322
8
0
24 Aug 2023
HumanBench: Towards General Human-centric Perception with Projector Assisted Pretraining
Computer Vision and Pattern Recognition (CVPR), 2023
Weizhen He
Cheng Chen
Qingsong Xie
Meilin Chen
Yizhou Wang
...
Feng Zhu
Haiyang Yang
Li Yi
Rui Zhao
Wanli Ouyang
VLM
412
49
0
10 Mar 2023
Fake it till you make it: Learning transferable representations from synthetic ImageNet clones
Computer Vision and Pattern Recognition (CVPR), 2022
Mert Bulent Sariyildiz
Alahari Karteek
Diane Larlus
Yannis Kalantidis
DiffM
VLM
397
209
0
16 Dec 2022
Continual Learning with Evolving Class Ontologies
Neural Information Processing Systems (NeurIPS), 2022
Zhiqiu Lin
Deepak Pathak
Yu-Xiong Wang
Deva Ramanan
Shu Kong
CLL
458
12
0
10 Oct 2022
Granularity-aware Adaptation for Image Retrieval over Multiple Tasks
European Conference on Computer Vision (ECCV), 2022
Jon Almazán
ByungSoo Ko
Geonmo Gu
Diane Larlus
Yannis Kalantidis
ObjD
VLM
330
8
0
05 Oct 2022
Dataset Inference for Self-Supervised Models
Neural Information Processing Systems (NeurIPS), 2022
Adam Dziedzic
Haonan Duan
Muhammad Ahmad Kaleem
Nikita Dhawan
Jonas Guan
Yannis Cattan
Franziska Boenisch
Nicolas Papernot
453
44
0
16 Sep 2022
Neural Feature Fusion Fields: 3D Distillation of Self-Supervised 2D Image Representations
International Conference on 3D Vision (3DV), 2022
Vadim Tschernezki
Iro Laina
Diane Larlus
Andrea Vedaldi
632
240
0
07 Sep 2022
Measuring the Interpretability of Unsupervised Representations via Quantized Reverse Probing
International Conference on Learning Representations (ICLR), 2022
Iro Laina
Yuki M. Asano
Andrea Vedaldi
SSL
203
9
0
07 Sep 2022
On Label Granularity and Object Localization
European Conference on Computer Vision (ECCV), 2022
Elijah Cole
Kimberly Wilber
Grant Van Horn
Xuan S. Yang
Marco Fornoni
Pietro Perona
Serge Belongie
Andrew G. Howard
Oisin Mac Aodha
WSOL
311
16
0
20 Jul 2022
Benchmarking Omni-Vision Representation through the Lens of Visual Realms
European Conference on Computer Vision (ECCV), 2022
Yuanhan Zhang
Zhen-fei Yin
Jing Shao
Ziwei Liu
VLM
360
42
0
14 Jul 2022
No Reason for No Supervision: Improved Generalization in Supervised Models
International Conference on Learning Representations (ICLR), 2022
Mert Bulent Sariyildiz
Yannis Kalantidis
Alahari Karteek
Diane Larlus
SSL
OOD
LRM
249
37
0
30 Jun 2022
2nd Place Solution for ICCV 2021 VIPriors Image Classification Challenge: An Attract-and-Repulse Learning Approach
Yilu Guo
Shicai Yang
Weijie Chen
Liang Ma
Di Xie
Shiliang Pu
228
1
0
13 Jun 2022
Domain Invariant Masked Autoencoders for Self-supervised Learning from Multi-domains
European Conference on Computer Vision (ECCV), 2022
Haiyang Yang
Meilin Chen
Yizhou Wang
Weizhen He
Feng Zhu
Mengwei He
Rui Zhao
Wanli Ouyang
311
26
0
10 May 2022
Empirical Evaluation and Theoretical Analysis for Representation Learning: A Survey
Kento Nozawa
Issei Sato
AI4TS
360
5
0
18 Apr 2022
How Severe is Benchmark-Sensitivity in Video Self-Supervised Learning?
European Conference on Computer Vision (ECCV), 2022
Fida Mohammad Thoker
Hazel Doughty
Piyush Bagad
Cees G. M. Snoek
SSL
258
22
0
27 Mar 2022
Discriminability-Transferability Trade-Off: An Information-Theoretic Perspective
European Conference on Computer Vision (ECCV), 2022
Quan Cui
Bingchen Zhao
Zhao-Min Chen
Borui Zhao
Renjie Song
Jiajun Liang
Boyan Zhou
Osamu Yoshie
390
19
0
08 Mar 2022
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision
Priya Goyal
Quentin Duval
Isaac Seessel
Mathilde Caron
Ishan Misra
Levent Sagun
Armand Joulin
Piotr Bojanowski
VLM
SSL
485
122
0
16 Feb 2022
ProposalCLIP: Unsupervised Open-Category Object Proposal Generation via Exploiting CLIP Cues
Computer Vision and Pattern Recognition (CVPR), 2022
Hengcan Shi
Munawar Hayat
Ramzi N. Zahreddine
Jianfei Cai
VLM
225
77
0
18 Jan 2022
Revisiting the Transferability of Supervised Pretraining: an MLP Perspective
Yizhou Wang
Weizhen He
Feng Zhu
Mengwei He
Rui Zhao
Donglian Qi
Wanli Ouyang
460
61
0
01 Dec 2021
Open-Set Recognition: a Good Closed-Set Classifier is All You Need?
International Conference on Learning Representations (ICLR), 2021
S. Vaze
Kai Han
Andrea Vedaldi
Andrew Zisserman
BDL
656
583
0
12 Oct 2021
PASS: An ImageNet replacement for self-supervised pretraining without humans
Yuki M. Asano
Christian Rupprecht
Andrew Zisserman
Andrea Vedaldi
VLM
SSL
259
63
0
27 Sep 2021
When Does Contrastive Visual Representation Learning Work?
Computer Vision and Pattern Recognition (CVPR), 2021
Elijah Cole
Xuan S. Yang
Kimberly Wilber
Oisin Mac Aodha
Serge Belongie
SSL
521
141
0
12 May 2021
Emerging Properties in Self-Supervised Vision Transformers
IEEE International Conference on Computer Vision (ICCV), 2021
Mathilde Caron
Hugo Touvron
Ishan Misra
Edouard Grave
Julien Mairal
Piotr Bojanowski
Armand Joulin
2.3K
8,654
0
29 Apr 2021
Contrasting Contrastive Self-Supervised Representation Learning Pipelines
IEEE International Conference on Computer Vision (ICCV), 2021
Klemen Kotar
Gabriel Ilharco
Ludwig Schmidt
Kiana Ehsani
Roozbeh Mottaghi
SSL
352
48
0
25 Mar 2021
Probing Few-Shot Generalization with Attributes
Mengye Ren
Eleni Triantafillou
Kuan-Chieh Wang
James Lucas
Jake C. Snell
Xaq Pitkow
A. Tolias
R. Zemel
VLM
OOD
272
3
0
10 Dec 2020
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
Mathilde Caron
Ishan Misra
Julien Mairal
Priya Goyal
Piotr Bojanowski
Armand Joulin
OCL
SSL
1.4K
4,836
0
17 Jun 2020
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