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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
Anatomy-guided domain adaptation for 3D in-bed human pose estimation
Anatomy-guided domain adaptation for 3D in-bed human pose estimation
Alexander Bigalke
Christoph Großbröhmer
Jasper Diesel
Carlotta Hennigs
P. Rostalski
M. Heinrich
OOD3DH
302
17
0
22 Nov 2022
PointCMC: Cross-Modal Multi-Scale Correspondences Learning for Point Cloud Understanding
Honggu Zhou
Xiaogang Peng
Jiawei Mao
Zizhao Wu
Ming Zeng
3DPC
304
6
0
22 Nov 2022
L-MAE: Masked Autoencoders are Semantic Segmentation Datasets Augmenter
L-MAE: Masked Autoencoders are Semantic Segmentation Datasets Augmenter
Jiaru Jia
Ming-Yuan Liu
Jiake Xie
Xin Chen
Hong Zhang
Xin Jiang
Aiqing Yang
182
0
0
21 Nov 2022
Structure-Encoding Auxiliary Tasks for Improved Visual Representation in
  Vision-and-Language Navigation
Structure-Encoding Auxiliary Tasks for Improved Visual Representation in Vision-and-Language NavigationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Chia-Wen Kuo
Chih-Yao Ma
Judy Hoffman
Z. Kira
207
12
0
20 Nov 2022
CAE v2: Context Autoencoder with CLIP Target
CAE v2: Context Autoencoder with CLIP Target
Xinyu Zhang
Jiahui Chen
Junkun Yuan
Qiang Chen
Jian Wang
...
Jimin Pi
Kun Yao
Junyu Han
Errui Ding
Jingdong Wang
VLMCLIP
276
25
0
17 Nov 2022
Robust Alzheimer's Progression Modeling using Cross-Domain
  Self-Supervised Deep Learning
Robust Alzheimer's Progression Modeling using Cross-Domain Self-Supervised Deep Learning
Saba Dadsetan
Mohsen Hejrati
Shandong Wu
Somaye Hashemifar
OOD
237
0
0
15 Nov 2022
Self-supervised remote sensing feature learning: Learning Paradigms,
  Challenges, and Future Works
Self-supervised remote sensing feature learning: Learning Paradigms, Challenges, and Future WorksIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022
Chao Tao
Ji Qi
Mingning Guo
Qing Zhu
Haifeng Li
SSL
240
76
0
15 Nov 2022
What Images are More Memorable to Machines?
What Images are More Memorable to Machines?
Junlin Han
Huangying Zhan
Jie Hong
Pengfei Fang
Hongdong Li
L. Petersson
Ian Reid
174
5
0
14 Nov 2022
Decoding Neural Signals with Computational Models: A Systematic Review of Invasive BMI
Rezwan Firuzi
Hamed Ahmadyani
Mohammad Foad Abdi
Dana Naderi
Jahanfar Hassan
Ayub Bokani
AI4CE
248
1
0
07 Nov 2022
Distilling Representations from GAN Generator via Squeeze and Span
Distilling Representations from GAN Generator via Squeeze and SpanNeural Information Processing Systems (NeurIPS), 2022
Yuzhou Nie
Xiaotian Cheng
Chang-rui Liu
Hakan Bilen
Xiang Ji
GAN
262
0
0
06 Nov 2022
Local Manifold Augmentation for Multiview Semantic Consistency
Local Manifold Augmentation for Multiview Semantic Consistency
Yuzhou Nie
Wing Yin Cheung
Chang-rui Liu
Xiang Ji
254
3
0
05 Nov 2022
Improving Semi-supervised Deep Learning by using Automatic Thresholding
  to Deal with Out of Distribution Data for COVID-19 Detection using Chest
  X-ray Images
Improving Semi-supervised Deep Learning by using Automatic Thresholding to Deal with Out of Distribution Data for COVID-19 Detection using Chest X-ray Images
Isaac Benavides-Mata
Saul Calderon-Ramirez
159
3
0
03 Nov 2022
Joint Data and Feature Augmentation for Self-Supervised Representation
  Learning on Point Clouds
Joint Data and Feature Augmentation for Self-Supervised Representation Learning on Point CloudsGraphical Models (GM), 2022
Zhuheng Lu
Yuewei Dai
Weiqing Li
Zhiyong Su
3DPC
180
4
0
02 Nov 2022
Beyond Instance Discrimination: Relation-aware Contrastive
  Self-supervised Learning
Beyond Instance Discrimination: Relation-aware Contrastive Self-supervised LearningIEEE transactions on multimedia (IEEE TMM), 2022
Yifei Zhang
Chang-rui Liu
Can Ma
Weiping Wang
QiXiang Ye
Xiangyang Ji
SSLISegBDL
197
10
0
02 Nov 2022
SL3D: Self-supervised-Self-labeled 3D Recognition
SL3D: Self-supervised-Self-labeled 3D Recognition
Fernando Julio Cendra
Lan Ma
Jiajun Shen
Xiaojuan Qi
3DPC
240
4
0
30 Oct 2022
Rare Wildlife Recognition with Self-Supervised Representation Learning
Rare Wildlife Recognition with Self-Supervised Representation Learning
Xiaochen Zheng
SSL
109
2
0
29 Oct 2022
PatchRot: A Self-Supervised Technique for Training Vision Transformers
PatchRot: A Self-Supervised Technique for Training Vision Transformers
S. Chhabra
Prabal Bijoy Dutta
Hemanth Venkateswara
Baoxin Li
SSLViT
122
4
0
27 Oct 2022
IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised
  Medical Image Segmentation
IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image SegmentationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Hritam Basak
Soumitri Chattopadhyay
Rohit Kundu
Sayan Nag
R. Mallipeddi
SSL
205
13
0
26 Oct 2022
Contrastive Representation Learning for Gaze Estimation
Contrastive Representation Learning for Gaze Estimation
Swati Jindal
Roberto Manduchi
179
21
0
24 Oct 2022
Non-Contrastive Learning-based Behavioural Biometrics for Smart IoT
  Devices
Non-Contrastive Learning-based Behavioural Biometrics for Smart IoT DevicesQ2S and Security for Wireless and Mobile Networks (QSWMN), 2022
Oshan Jayawardena
Fariza Rashid
Suranga Seneviratne
114
1
0
24 Oct 2022
Adversarial Pretraining of Self-Supervised Deep Networks: Past, Present
  and Future
Adversarial Pretraining of Self-Supervised Deep Networks: Past, Present and Future
Guo-Jun Qi
M. Shah
SSL
150
8
0
23 Oct 2022
Neural Eigenfunctions Are Structured Representation Learners
Neural Eigenfunctions Are Structured Representation Learners
Zhijie Deng
Jiaxin Shi
Hao Zhang
Peng Cui
Cewu Lu
Jun Zhu
220
16
0
23 Oct 2022
Unsupervised Image Semantic Segmentation through Superpixels and Graph
  Neural Networks
Unsupervised Image Semantic Segmentation through Superpixels and Graph Neural NetworksSocial Science Research Network (SSRN), 2022
Moshe Eliasof
Nir Ben Zikri
Eran Treister
SSLGNN
165
7
0
21 Oct 2022
VIBUS: Data-efficient 3D Scene Parsing with VIewpoint Bottleneck and
  Uncertainty-Spectrum Modeling
VIBUS: Data-efficient 3D Scene Parsing with VIewpoint Bottleneck and Uncertainty-Spectrum ModelingIsprs Journal of Photogrammetry and Remote Sensing (JIPRS), 2022
Beiwen Tian
Liyi Luo
Hao Zhao
Guyue Zhou
197
28
0
20 Oct 2022
i-MAE: Are Latent Representations in Masked Autoencoders Linearly
  Separable?
i-MAE: Are Latent Representations in Masked Autoencoders Linearly Separable?
Kevin Zhang
Zhiqiang Shen
112
10
0
20 Oct 2022
Self-Supervised Learning via Maximum Entropy Coding
Self-Supervised Learning via Maximum Entropy CodingNeural Information Processing Systems (NeurIPS), 2022
Xin Liu
Zhongdao Wang
Yali Li
Shengjin Wang
SSL
289
54
0
20 Oct 2022
Does Learning from Decentralized Non-IID Unlabeled Data Benefit from
  Self Supervision?
Does Learning from Decentralized Non-IID Unlabeled Data Benefit from Self Supervision?International Conference on Learning Representations (ICLR), 2022
Lirui Wang
Jianchao Tan
Yunzhu Li
Yonglong Tian
Russ Tedrake
195
24
0
20 Oct 2022
Self-Supervised Representation Learning for CAD
Self-Supervised Representation Learning for CADComputer Vision and Pattern Recognition (CVPR), 2022
Benjamin T. Jones
Michael Hu
Vladimir G. Kim
Adriana Schulz
SSLAI4CE
199
24
0
19 Oct 2022
On the Feasibility of Cross-Task Transfer with Model-Based Reinforcement
  Learning
On the Feasibility of Cross-Task Transfer with Model-Based Reinforcement Learning
Yifan Xu
Nicklas Hansen
Zirui Wang
Yung-Chieh Chan
H. Su
Zhuowen Tu
OffRL
257
18
0
19 Oct 2022
Towards Efficient and Effective Self-Supervised Learning of Visual
  Representations
Towards Efficient and Effective Self-Supervised Learning of Visual RepresentationsEuropean Conference on Computer Vision (ECCV), 2022
Sravanti Addepalli
Kaushal Bhogale
Priyam Dey
R. Venkatesh Babu
SSL
103
9
0
18 Oct 2022
Self-Supervised Learning Through Efference Copies
Self-Supervised Learning Through Efference CopiesNeural Information Processing Systems (NeurIPS), 2022
Franz Scherr
Qinghai Guo
Timoleon Moraitis
199
12
0
17 Oct 2022
Self-supervised Graph Learning for Long-tailed Cognitive Diagnosis
Self-supervised Graph Learning for Long-tailed Cognitive DiagnosisAAAI Conference on Artificial Intelligence (AAAI), 2022
Shanshan Wang
Zheni Zeng
Xun Yang
Xingyi Zhang
AI4Ed
111
38
0
15 Oct 2022
Composite Learning for Robust and Effective Dense Predictions
Composite Learning for Robust and Effective Dense PredictionsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Menelaos Kanakis
Thomas E. Huang
David Brüggemann
Feng Yu
Luc Van Gool
SSL
165
4
0
13 Oct 2022
Few-Shot Visual Question Generation: A Novel Task and Benchmark Datasets
Few-Shot Visual Question Generation: A Novel Task and Benchmark Datasets
Anurag Roy
David Johnson Ekka
Saptarshi Ghosh
Abir Das
203
1
0
13 Oct 2022
Sparse in Space and Time: Audio-visual Synchronisation with Trainable
  Selectors
Sparse in Space and Time: Audio-visual Synchronisation with Trainable SelectorsBritish Machine Vision Conference (BMVC), 2022
Vladimir E. Iashin
Weidi Xie
Esa Rahtu
Andrew Zisserman
146
32
0
13 Oct 2022
Motion Aware Self-Supervision for Generic Event Boundary Detection
Motion Aware Self-Supervision for Generic Event Boundary DetectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Ayush K. Rai
Tarun Krishna
J. Dietlmeier
Kevin McGuinness
Alan F. Smeaton
Noel E. O'Connor
287
4
0
11 Oct 2022
HiCo: Hierarchical Contrastive Learning for Ultrasound Video Model
  Pretraining
HiCo: Hierarchical Contrastive Learning for Ultrasound Video Model PretrainingAsian Conference on Computer Vision (ACCV), 2022
Chunhui Zhang
Yixiong Chen
Li Liu
Qiong Liu
Xiaoping Zhou
VLM
249
10
0
10 Oct 2022
Dual-distribution discrepancy with self-supervised refinement for
  anomaly detection in medical images
Dual-distribution discrepancy with self-supervised refinement for anomaly detection in medical images
Yu Cai
Hao Chen
Xin Yang
Yu Zhou
Kwang-Ting Cheng
359
3
0
09 Oct 2022
Deep Clustering: A Comprehensive Survey
Deep Clustering: A Comprehensive SurveyIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Yazhou Ren
Jingyu Pu
Zhimeng Yang
Jie Xu
Guofeng Li
X. Pu
Philip S. Yu
Lifang He
HAI
293
194
0
09 Oct 2022
Scalable Self-Supervised Representation Learning from Spatiotemporal
  Motion Trajectories for Multimodal Computer Vision
Scalable Self-Supervised Representation Learning from Spatiotemporal Motion Trajectories for Multimodal Computer VisionInternational Conference on Mobile Data Management (MDM), 2021
Swetava Ganguli
C. V. K. Iyer
Vipul Pandey
SSL
173
7
0
07 Oct 2022
Brief Introduction to Contrastive Learning Pretext Tasks for Visual
  Representation
Brief Introduction to Contrastive Learning Pretext Tasks for Visual Representation
Zhenyu Lu
VLMSSL
111
2
0
06 Oct 2022
Real-World Robot Learning with Masked Visual Pre-training
Real-World Robot Learning with Masked Visual Pre-trainingConference on Robot Learning (CoRL), 2022
Ilija Radosavovic
Tete Xiao
Stephen James
Pieter Abbeel
Jitendra Malik
Trevor Darrell
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447
304
0
06 Oct 2022
MTSMAE: Masked Autoencoders for Multivariate Time-Series Forecasting
MTSMAE: Masked Autoencoders for Multivariate Time-Series ForecastingIEEE International Conference on Tools with Artificial Intelligence (ICTAI), 2022
Peiwang Tang
Xianchao Zhang
AI4TS
178
23
0
04 Oct 2022
That Sounds Right: Auditory Self-Supervision for Dynamic Robot
  Manipulation
That Sounds Right: Auditory Self-Supervision for Dynamic Robot ManipulationConference on Robot Learning (CoRL), 2022
Abitha Thankaraj
Lerrel Pinto
168
20
0
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Attention Distillation: self-supervised vision transformer students need
  more guidance
Attention Distillation: self-supervised vision transformer students need more guidanceBritish Machine Vision Conference (BMVC), 2022
Kai Wang
Fei Yang
Joost van de Weijer
ViT
162
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Learning State-Aware Visual Representations from Audible Interactions
Learning State-Aware Visual Representations from Audible InteractionsNeural Information Processing Systems (NeurIPS), 2022
Himangi Mittal
Pedro Morgado
Unnat Jain
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222
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UniCLIP: Unified Framework for Contrastive Language-Image Pre-training
UniCLIP: Unified Framework for Contrastive Language-Image Pre-trainingNeural Information Processing Systems (NeurIPS), 2022
Janghyeon Lee
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332
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Self-Supervised Visuo-Tactile Pretraining to Locate and Follow Garment
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Justin Kerr
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Improving Image Clustering through Sample Ranking and Its Application to
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Qing Li
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208
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Collaboration of Pre-trained Models Makes Better Few-shot Learner
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Renrui Zhang
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Wei Zhang
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Shiyang Feng
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250
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