Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1505.05192
Cited By
v1
v2
v3 (latest)
Unsupervised Visual Representation Learning by Context Prediction
IEEE International Conference on Computer Vision (ICCV), 2015
19 May 2015
Carl Doersch
Abhinav Gupta
Alexei A. Efros
DRL
SSL
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Unsupervised Visual Representation Learning by Context Prediction"
50 / 1,639 papers shown
Harmony: A Joint Self-Supervised and Weakly-Supervised Framework for Learning General Purpose Visual Representations
Mohammed Baharoon
Jonathan Klein
D. L. Michels
SSL
VLM
479
0
0
23 May 2024
DINO as a von Mises-Fisher mixture model
International Conference on Learning Representations (ICLR), 2024
Hariprasath Govindarajan
Per Sidén
Jacob Roll
Fredrik Lindsten
260
17
0
17 May 2024
AdaKD: Dynamic Knowledge Distillation of ASR models using Adaptive Loss Weighting
Shreyan Ganguly
Roshan Nayak
Rakshith Rao
Ujan Deb
AP Prathosh
272
2
0
11 May 2024
MaskMatch: Boosting Semi-Supervised Learning Through Mask Autoencoder-Driven Feature Learning
Wenjin Zhang
Keyi Li
Sen Yang
Chenyang Gao
Wanzhao Yang
Sifan Yuan
I. Marsic
239
2
0
10 May 2024
A Review on Discriminative Self-supervised Learning Methods in Computer Vision
Nikolaos Giakoumoglou
Tania Stathaki
Athanasios Gkelias
SSL
437
1
0
08 May 2024
Sora and V-JEPA Have Not Learned The Complete Real World Model -- A Philosophical Analysis of Video AIs Through the Theory of Productive Imagination
Jianqiu Zhang
VGen
101
0
0
06 May 2024
JOSENet: A Joint Stream Embedding Network for Violence Detection in Surveillance Videos
Pietro Nardelli
Danilo Comminiello
301
1
0
05 May 2024
Self-Supervised Learning for Interventional Image Analytics: Towards Robust Device Trackers
Saahil Islam
Venkatesh N. Murthy
Dominik Neumann
Badhan Kumar Das
Puneet Sharma
Andreas Maier
Dorin Comaniciu
Florin-Cristian Ghesu
260
1
0
02 May 2024
Masked Multi-Query Slot Attention for Unsupervised Object Discovery
Rishav Pramanik
José-Fabian Villa-Vásquez
M. Pedersoli
OCL
293
2
0
30 Apr 2024
On Improving the Algorithm-, Model-, and Data- Efficiency of Self-Supervised Learning
Yunhao Cao
Jianxin Wu
208
1
0
30 Apr 2024
Position: Do Not Explain Vision Models Without Context
Paulina Tomaszewska
Przemysław Biecek
258
1
0
28 Apr 2024
Self-supervised visual learning in the low-data regime: a comparative evaluation
Sotirios Konstantakos
Despina Ioanna Chalkiadaki
Ioannis Mademlis
Yuki M. Asano
E. Gavves
Georgios Th. Papadopoulos
278
9
0
26 Apr 2024
Boosting Unsupervised Semantic Segmentation with Principal Mask Proposals
Oliver Hahn
Nikita Araslanov
Simone Schaub-Meyer
Stefan Roth
3DPC
208
8
0
25 Apr 2024
OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks
Sophia Sirko-Galouchenko
Alexandre Boulch
Spyros Gidaris
Andrei Bursuc
Antonín Vobecký
Patrick Pérez
Renaud Marlet
3DPC
321
17
0
22 Apr 2024
Spatial Context-based Self-Supervised Learning for Handwritten Text Recognition
Carlos Peñarrubia
Carlos Garrido-Munoz
J. J. Valero-Mas
Jorge Calvo-Zaragoza
506
2
0
17 Apr 2024
Continuous Control Reinforcement Learning: Distributed Distributional DrQ Algorithms
Zehao Zhou
OffRL
94
1
0
16 Apr 2024
The Unreasonable Effectiveness of Pre-Trained Features for Camera Pose Refinement
Gabriele Trivigno
Carlo Masone
Barbara Caputo
Torsten Sattler
188
18
0
16 Apr 2024
Branch-Tuning: Balancing Stability and Plasticity for Continual Self-Supervised Learning
Wenzhuo Liu
Fei Zhu
Cheng-Lin Liu
CLL
341
2
0
27 Mar 2024
Boosting Few-Shot Learning with Disentangled Self-Supervised Learning and Meta-Learning for Medical Image Classification
Eva Pachetti
Sotirios A. Tsaftaris
Sara Colantonio
324
2
0
26 Mar 2024
Self-Supervised Learning for Medical Image Data with Anatomy-Oriented Imaging Planes
Tianwei Zhang
Dong Wei
Mengmeng Zhua
Shi Gu
Yefeng Zheng
SSL
185
0
0
25 Mar 2024
On Pretraining Data Diversity for Self-Supervised Learning
Hasan Hammoud
Tuhin Das
Fabio Pizzati
Juil Sock
Adel Bibi
Guohao Li
393
7
0
20 Mar 2024
CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised Transformers
Computer Vision and Pattern Recognition (CVPR), 2024
Shahaf Arica
Or Rubin
Sapir Gershov
S. Laufer
165
12
0
12 Mar 2024
SIRST-5K: Exploring Massive Negatives Synthesis with Self-supervised Learning for Robust Infrared Small Target Detection
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
Yahao Lu
Yu-Hsiang Lin
Han Wu
Xiaoyu Xian
Yukai Shi
Liang Lin
257
27
0
08 Mar 2024
Denoising Autoregressive Representation Learning
International Conference on Machine Learning (ICML), 2024
Yazhe Li
J. Bornschein
Ting Chen
DiffM
257
7
0
08 Mar 2024
Membership Information Leakage in Federated Contrastive Learning
Kongyang Chen
Wenfeng Wang
Zixin Wang
Wangjun Zhang
Zhipeng Li
Yao Huang
FedML
254
1
0
06 Mar 2024
Learning Group Activity Features Through Person Attribute Prediction
Chihiro Nakatani
Hiroaki Kawashima
Norimichi Ukita
207
4
0
05 Mar 2024
EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation
Chanyoung Kim
Woojung Han
Dayun Ju
Seong Jae Hwang
387
30
0
03 Mar 2024
SwitchLight: Co-design of Physics-driven Architecture and Pre-training Framework for Human Portrait Relighting
Hoon Kim
Minje Jang
Wonjun Yoon
Jisoo Lee
Donghyun Na
Sanghyun Woo
AI4CE
312
56
0
29 Feb 2024
DeepSet SimCLR: Self-supervised deep sets for improved pathology representation learning
David Torpey
Richard Klein
SSL
157
5
0
23 Feb 2024
The Common Stability Mechanism behind most Self-Supervised Learning Approaches
Abhishek Jha
Matthew B. Blaschko
Yuki M. Asano
Tinne Tuytelaars
SSL
135
4
0
22 Feb 2024
Multi-organ Self-supervised Contrastive Learning for Breast Lesion Segmentation
Hugo Figueiras
Helena Aidos
Nuno C. Garcia
SSL
121
0
0
21 Feb 2024
Unsupervised learning based object detection using Contrastive Learning
Chandan Kumar
Jansel Herrera-Gerena
John Just
Matthew J. Darr
Ali Jannesari
SSL
209
2
0
21 Feb 2024
Thyroid ultrasound diagnosis improvement via multi-view self-supervised learning and two-stage pre-training
Jian Wang
Xin Yang
X. Jia
Wufeng Xue
Rusi Chen
...
Lian Liu
Yan Cao
Jianqiao Zhou
Dong Ni
Ning Gu
198
12
0
18 Feb 2024
Task-customized Masked AutoEncoder via Mixture of Cluster-conditional Experts
Zhili Liu
Kai Chen
Jianhua Han
Lanqing Hong
Hang Xu
Zhenguo Li
James T. Kwok
MoE
282
30
0
08 Feb 2024
Understanding What Affects Generalization Gap in Visual Reinforcement Learning: Theory and Empirical Evidence
Jiafei Lyu
Le Wan
Xiu Li
Zongqing Lu
CML
OffRL
300
2
0
05 Feb 2024
Deep Spectral Improvement for Unsupervised Image Instance Segmentation
Farnoosh Arefi
Amir M. Mansourian
S. Kasaei
ISeg
209
2
0
04 Feb 2024
BootsTAP: Bootstrapped Training for Tracking-Any-Point
Carl Doersch
Pauline Luc
Yi Yang
Dilara Gokay
Skanda Koppula
...
Joseph Heyward
Ignacio Rocco
Ross Goroshin
João Carreira
Andrew Zisserman
307
91
0
01 Feb 2024
Efficient Learning of Convolution Weights as Gaussian Mixture Model Posteriors
Lifan Liang
135
0
0
30 Jan 2024
Self-Supervised Representation Learning for Nerve Fiber Distribution Patterns in 3D-PLI
Alexander Oberstrass
Sascha E. A. Muenzing
Meiqi Niu
N. Palomero-Gallagher
Christian Schiffer
M. Axer
Katrin Amunts
Timo Dickscheid
256
4
0
30 Jan 2024
Computer Vision for Primate Behavior Analysis in the Wild
Richard Vogg
Timo Lüddecke
Jonathan Henrich
Sharmita Dey
Matthias Nuske
...
Alexander Gail
Stefan Treue
H. Scherberger
Florentin Wörgötter
Alexander S. Ecker
403
15
0
29 Jan 2024
Self-supervised Learning of LiDAR 3D Point Clouds via 2D-3D Neural Calibration
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Yifan Zhang
Siyu Ren
Xianqiang Lyu
Jinjian Wu
Guangming Shi
Guangming Shi
SSL
3DPC
714
7
0
23 Jan 2024
Spatial Structure Constraints for Weakly Supervised Semantic Segmentation
IEEE Transactions on Image Processing (TIP), 2024
Tao Chen
Yazhou Yao
Xing-Rui Huang
Zechao Li
Liqiang Nie
Jinhui Tang
229
34
0
20 Jan 2024
Scalable Pre-training of Large Autoregressive Image Models
International Conference on Machine Learning (ICML), 2024
Alaaeldin El-Nouby
Michal Klein
Shuangfei Zhai
Miguel Angel Bautista
Alexander Toshev
Vaishaal Shankar
J. Susskind
Armand Joulin
VLM
285
110
0
16 Jan 2024
How does self-supervised pretraining improve robustness against noisy labels across various medical image classification datasets?
Bidur Khanal
Binod Bhattarai
Bishesh Khanal
Cristian A. Linte
NoLa
161
1
0
15 Jan 2024
Enhancing Contrastive Learning with Efficient Combinatorial Positive Pairing
Jaeill Kim
Duhun Hwang
Eunjung Lee
Jangwon Suh
Jimyeong Kim
Wonjong Rhee
241
1
0
11 Jan 2024
Any-Way Meta Learning
AAAI Conference on Artificial Intelligence (AAAI), 2024
Junhoo Lee
Yearim Kim
Hyunho Lee
Nojun Kwak
135
2
0
10 Jan 2024
SwiMDiff: Scene-wide Matching Contrastive Learning with Diffusion Constraint for Remote Sensing Image
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
Jiayuan Tian
Jie Lei
Jiaqing Zhang
Weiying Xie
Yunsong Li
221
16
0
10 Jan 2024
Advancing Ante-Hoc Explainable Models through Generative Adversarial Networks
Tanmay Garg
Deepika Vemuri
Vineeth N. Balasubramanian
GAN
228
3
0
09 Jan 2024
Enhancing Context Through Contrast
Kshitij Ambilduke
Aneesh Shetye
Diksha Bagade
Rishika Bhagwatkar
Khurshed Fitter
P. Vagdargi
Shital S. Chiddarwar
232
0
0
06 Jan 2024
Fus-MAE: A cross-attention-based data fusion approach for Masked Autoencoders in remote sensing
Hugo Chan-To-Hing
B. Veeravalli
368
10
0
05 Jan 2024
Previous
1
2
3
4
5
6
...
31
32
33
Next