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Unsupervised Visual Representation Learning by Context Prediction
v1v2v3 (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
    DRLSSL
ArXiv (abs)PDFHTML

Papers citing "Unsupervised Visual Representation Learning by Context Prediction"

50 / 1,639 papers shown
Incremental-DETR: Incremental Few-Shot Object Detection via
  Self-Supervised Learning
Incremental-DETR: Incremental Few-Shot Object Detection via Self-Supervised LearningAAAI Conference on Artificial Intelligence (AAAI), 2022
Na Dong
Yongqiang Zhang
Mingli Ding
G. Lee
CLL
249
47
0
09 May 2022
A Survey on AI Sustainability: Emerging Trends on Learning Algorithms
  and Research Challenges
A Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges
Zhenghua Chen
Ruibing Jin
Alvin Chan
Xiaoli Li
Yew-Soon Ong
175
10
0
08 May 2022
MINI: Mining Implicit Novel Instances for Few-Shot Object Detection
MINI: Mining Implicit Novel Instances for Few-Shot Object Detection
Yuhang Cao
Yuan Liu
Yiqi Lin
Dahua Lin
ObjD
144
7
0
06 May 2022
IMU Based Deep Stride Length Estimation With Self-Supervised Learning
IMU Based Deep Stride Length Estimation With Self-Supervised LearningIEEE Sensors Journal (IEEE Sens. J.), 2021
Jien-De Sui
Tian-Sheuan Chang
SSL
87
20
0
06 May 2022
LPC-AD: Fast and Accurate Multivariate Time Series Anomaly Detection via
  Latent Predictive Coding
LPC-AD: Fast and Accurate Multivariate Time Series Anomaly Detection via Latent Predictive Coding
Zhi Qi
Hong Xie
Ye Li
Jian Tan
Feifei Li
John C. S. Lui
AI4TS
138
2
0
05 May 2022
MAD: Self-Supervised Masked Anomaly Detection Task for Multivariate Time
  Series
MAD: Self-Supervised Masked Anomaly Detection Task for Multivariate Time SeriesIEEE International Joint Conference on Neural Network (IJCNN), 2022
Yiwei Fu
Feng Xue
AI4TS
104
22
0
04 May 2022
TransRank: Self-supervised Video Representation Learning via
  Ranking-based Transformation Recognition
TransRank: Self-supervised Video Representation Learning via Ranking-based Transformation RecognitionComputer Vision and Pattern Recognition (CVPR), 2022
Haodong Duan
Nanxuan Zhao
Kai-xiang Chen
Dahua Lin
ViTAI4TS
189
25
0
04 May 2022
ASE: Large-Scale Reusable Adversarial Skill Embeddings for Physically
  Simulated Characters
ASE: Large-Scale Reusable Adversarial Skill Embeddings for Physically Simulated CharactersACM Transactions on Graphics (TOG), 2022
Xue Bin Peng
Yunrong Guo
L. Halper
Sergey Levine
Sanja Fidler
188
15
0
04 May 2022
A Comprehensive Survey of Image Augmentation Techniques for Deep
  Learning
A Comprehensive Survey of Image Augmentation Techniques for Deep LearningPattern Recognition (Pattern Recogn.), 2022
Mingle Xu
Sook Yoon
A. Fuentes
D. Park
VLM
334
536
0
03 May 2022
Enhancing Adversarial Training with Feature Separability
Enhancing Adversarial Training with Feature Separability
Yaxin Li
Xiaorui Liu
Han Xu
Wentao Wang
Shucheng Zhou
AAMLGAN
131
1
0
02 May 2022
Deep fiber clustering: Anatomically informed fiber clustering with
  self-supervised deep learning for fast and effective tractography
  parcellation
Deep fiber clustering: Anatomically informed fiber clustering with self-supervised deep learning for fast and effective tractography parcellationNeuroImage (NeuroImage), 2022
Yuqian Chen
Chaoyi Zhang
Tengfei Xue
Yang Song
N. Makris
Yogesh Rathi
Weidong (Tom) Cai
Fan Zhang
L. O’Donnell
209
26
0
02 May 2022
On Negative Sampling for Audio-Visual Contrastive Learning from Movies
On Negative Sampling for Audio-Visual Contrastive Learning from Movies
Mahdi M. Kalayeh
Shervin Ardeshir
Lingyi Liu
Nagendra Kamath
Ashok Chandrashekar
SSL
170
3
0
29 Apr 2022
Use All The Labels: A Hierarchical Multi-Label Contrastive Learning
  Framework
Use All The Labels: A Hierarchical Multi-Label Contrastive Learning FrameworkComputer Vision and Pattern Recognition (CVPR), 2022
Shu Zhen Zhang
Ran Xu
Caiming Xiong
Chetan Ramaiah
SSL
157
102
0
27 Apr 2022
Self-Supervised Learning of Object Parts for Semantic Segmentation
Self-Supervised Learning of Object Parts for Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022
A. Ziegler
Yuki M. Asano
SSLOCL
329
126
0
27 Apr 2022
Masked Image Modeling Advances 3D Medical Image Analysis
Masked Image Modeling Advances 3D Medical Image AnalysisIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Zekai Chen
Devansh Agarwal
Kshitij Aggarwal
Wiem Safta
Samit Hirawat
V. Sethuraman
Mariann Micsinai Balan
Kevin Brown
250
101
0
25 Apr 2022
Unsupervised Hierarchical Semantic Segmentation with Multiview
  Cosegmentation and Clustering Transformers
Unsupervised Hierarchical Semantic Segmentation with Multiview Cosegmentation and Clustering TransformersComputer Vision and Pattern Recognition (CVPR), 2022
Tsung-Wei Ke
Jyh-Jing Hwang
Yunhui Guo
Xudong Wang
Stella X. Yu
215
56
0
25 Apr 2022
SegDiscover: Visual Concept Discovery via Unsupervised Semantic
  Segmentation
SegDiscover: Visual Concept Discovery via Unsupervised Semantic Segmentation
Haiyang Huang
Zhi Chen
Cynthia Rudin
203
14
0
22 Apr 2022
Self-Supervised Video Object Segmentation via Cutout Prediction and
  Tagging
Self-Supervised Video Object Segmentation via Cutout Prediction and Tagging
Jyoti Kini
Fahad Shahbaz Khan
Salman Khan
M. Shah
VOS
137
1
0
22 Apr 2022
DiRA: Discriminative, Restorative, and Adversarial Learning for
  Self-supervised Medical Image Analysis
DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image AnalysisComputer Vision and Pattern Recognition (CVPR), 2022
F. Haghighi
M. Taher
Michael B. Gotway
Jianming Liang
MedIm
276
81
0
21 Apr 2022
fairDMS: Rapid Model Training by Data and Model Reuse
fairDMS: Rapid Model Training by Data and Model ReuseIEEE International Conference on Cluster Computing (Cluster), 2022
Ahsan Ali
Hemant Sharma
R. Kettimuthu
Peter Kenesei
Dennis Trujillo
Antonino Miceli
Ian Foster
Ryan N. Coffee
Jana Thayer
Zhengchun Liu
MU
230
3
0
20 Apr 2022
Diverse Imagenet Models Transfer Better
Diverse Imagenet Models Transfer Better
Niv Nayman
A. Golbert
Asaf Noy
Tan Ping
Lihi Zelnik-Manor
175
0
0
19 Apr 2022
ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented
  Visual Models
ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual ModelsNeural Information Processing Systems (NeurIPS), 2022
Chunyuan Li
Haotian Liu
Liunian Harold Li
Pengchuan Zhang
J. Aneja
...
Ping Jin
Houdong Hu
Zicheng Liu
Yong Jae Lee
Jianfeng Gao
290
177
0
19 Apr 2022
Empirical Evaluation and Theoretical Analysis for Representation
  Learning: A Survey
Empirical Evaluation and Theoretical Analysis for Representation Learning: A Survey
Kento Nozawa
Issei Sato
AI4TS
282
5
0
18 Apr 2022
SETTI: A Self-supervised Adversarial Malware Detection Architecture in
  an IoT Environment
SETTI: A Self-supervised Adversarial Malware Detection Architecture in an IoT Environment
Marjan Golmaryami
R. Taheri
Zahra Pooranian
Mohammad Shojafar
Pei Xiao
168
18
0
16 Apr 2022
AutoFi: Towards Automatic WiFi Human Sensing via Geometric
  Self-Supervised Learning
AutoFi: Towards Automatic WiFi Human Sensing via Geometric Self-Supervised LearningIEEE Internet of Things Journal (IEEE IoT J.), 2022
Jianfei Yang
Xinyan Chen
Han Zou
Dazhuo Wang
Lihua Xie
205
47
0
12 Apr 2022
Self-supervised Vision Transformers for Joint SAR-optical Representation
  Learning
Self-supervised Vision Transformers for Joint SAR-optical Representation LearningIEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2022
Yi Wang
C. Albrecht
Xiaoxiang Zhu
ViT
300
69
0
11 Apr 2022
Physically Disentangled Representations
Physically Disentangled Representations
Tzofi Klinghoffer
Kushagra Tiwary
Arkadiusz Balata
Vivek Sharma
Ramesh Raskar
3DVOCLCoGeDRL
132
1
0
11 Apr 2022
Representation Learning by Detecting Incorrect Location Embeddings
Representation Learning by Detecting Incorrect Location EmbeddingsAAAI Conference on Artificial Intelligence (AAAI), 2022
Sepehr Sameni
Simon Jenni
Paolo Favaro
ViT
214
6
0
10 Apr 2022
Self-Supervised Video Representation Learning with Motion-Contrastive
  Perception
Self-Supervised Video Representation Learning with Motion-Contrastive PerceptionIEEE International Conference on Multimedia and Expo (ICME), 2022
Jin-Yuan Liu
Ying Cheng
Yuejie Zhang
Ruiwei Zhao
Rui Feng
SSL
204
1
0
10 Apr 2022
Robust Cross-Modal Representation Learning with Progressive
  Self-Distillation
Robust Cross-Modal Representation Learning with Progressive Self-DistillationComputer Vision and Pattern Recognition (CVPR), 2022
A. Andonian
Shixing Chen
Raffay Hamid
VLM
267
65
0
10 Apr 2022
Self-Labeling Refinement for Robust Representation Learning with
  Bootstrap Your Own Latent
Self-Labeling Refinement for Robust Representation Learning with Bootstrap Your Own Latent
Siddhant Garg
Dhruval Jain
SSL
198
1
0
09 Apr 2022
Divergence-aware Federated Self-Supervised Learning
Divergence-aware Federated Self-Supervised LearningInternational Conference on Learning Representations (ICLR), 2022
Weiming Zhuang
Yonggang Wen
Shuai Zhang
FedML
233
114
0
09 Apr 2022
Self-Supervised Graph Neural Network for Multi-Source Domain Adaptation
Self-Supervised Graph Neural Network for Multi-Source Domain AdaptationACM Multimedia (ACM MM), 2022
Jin Yuan
Feng Hou
Yangzhou Du
Peng Wang
Xin Geng
Jianping Fan
Yong Rui
SSLOOD
181
25
0
08 Apr 2022
Learning from Untrimmed Videos: Self-Supervised Video Representation
  Learning with Hierarchical Consistency
Learning from Untrimmed Videos: Self-Supervised Video Representation Learning with Hierarchical ConsistencyComputer Vision and Pattern Recognition (CVPR), 2022
Zhiwu Qing
Shiwei Zhang
Ziyuan Huang
Yi Tian Xu
Xiang Wang
Mingqian Tang
Changxin Gao
Rong Jin
Nong Sang
SSLAI4TS
242
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0
06 Apr 2022
LEAD: Self-Supervised Landmark Estimation by Aligning Distributions of
  Feature Similarity
LEAD: Self-Supervised Landmark Estimation by Aligning Distributions of Feature SimilarityIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Tejan Karmali
Abhinav Atrishi
Sai Sree Harsha
Susmit Agrawal
Varun Jampani
R. Venkatesh Babu
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259
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0
06 Apr 2022
Mix-up Self-Supervised Learning for Contrast-agnostic Applications
Mix-up Self-Supervised Learning for Contrast-agnostic ApplicationsIEEE International Conference on Multimedia and Expo (ICME), 2022
Yichen Zhang
Yifang Yin
Ying Zhang
Roger Zimmermann
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149
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02 Apr 2022
Do learned representations respect causal relationships?
Do learned representations respect causal relationships?Computer Vision and Pattern Recognition (CVPR), 2022
Lan Wang
Vishnu Boddeti
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267
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Self-distillation Augmented Masked Autoencoders for Histopathological
  Image Classification
Self-distillation Augmented Masked Autoencoders for Histopathological Image ClassificationIEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2022
Yang Luo
Zhineng Chen
Shengtian Zhou
Xieping Gao
289
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31 Mar 2022
Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data
Image-to-Lidar Self-Supervised Distillation for Autonomous Driving DataComputer Vision and Pattern Recognition (CVPR), 2022
Corentin Sautier
Gilles Puy
Spyros Gidaris
Alexandre Boulch
Andrei Bursuc
Renaud Marlet
3DPC
311
150
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30 Mar 2022
mc-BEiT: Multi-choice Discretization for Image BERT Pre-training
mc-BEiT: Multi-choice Discretization for Image BERT Pre-trainingEuropean Conference on Computer Vision (ECCV), 2022
Xiaotong Li
Yixiao Ge
Kun Yi
Zixuan Hu
Ying Shan
Ling-yu Duan
331
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Self-Supervised Light Field Depth Estimation Using Epipolar Plane Images
Self-Supervised Light Field Depth Estimation Using Epipolar Plane ImagesInternational Conference on 3D Vision (3DV), 2021
Kunyuan Li
Jun Zhang
Jun Gao
Meibin Qi
MDE
220
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Sketch3T: Test-Time Training for Zero-Shot SBIR
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A. Bhunia
Vaishnav Potlapalli
Pinaki Nath Chowdhury
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Yi-Zhe Song
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273
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Locality-Aware Inter-and Intra-Video Reconstruction for Self-Supervised
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292
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Beyond Masking: Demystifying Token-Based Pre-Training for Vision
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Intelligent Masking: Deep Q-Learning for Context Encoding in Medical
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The Challenges of Continuous Self-Supervised Learning
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Unsupervised Salient Object Detection with Spectral Cluster Voting
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260
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