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Unsupervised Feature Learning via Non-Parametric Instance-level
  Discrimination

Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination

5 May 2018
Zhirong Wu
Yuanjun Xiong
Stella X. Yu
Dahua Lin
    SSL
ArXiv (abs)PDFHTML

Papers citing "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"

50 / 2,003 papers shown
UVCGAN v2: An Improved Cycle-Consistent GAN for Unpaired Image-to-Image
  Translation
UVCGAN v2: An Improved Cycle-Consistent GAN for Unpaired Image-to-Image Translation
D. Torbunov
Yi Huang
Huan-Hsin Tseng
Haiwang Yu
Jin-zhi Huang
Shinjae Yoo
Meifeng Lin
B. Viren
Zhongjing Jiang
197
19
0
28 Mar 2023
Colo-SCRL: Self-Supervised Contrastive Representation Learning for
  Colonoscopic Video Retrieval
Colo-SCRL: Self-Supervised Contrastive Representation Learning for Colonoscopic Video RetrievalIEEE International Conference on Multimedia and Expo (ICME), 2023
Qingguo Chen
Shilun Cai
C. Cai
Zefang Yu
Xiaobo Li
Suncheng Xiang
205
9
0
28 Mar 2023
On the Stepwise Nature of Self-Supervised Learning
On the Stepwise Nature of Self-Supervised LearningInternational Conference on Machine Learning (ICML), 2023
James B. Simon
Maksis Knutins
Liu Ziyin
Daniel Geisz
Abraham J. Fetterman
Joshua Albrecht
SSL
301
41
0
27 Mar 2023
You Only Need One Thing One Click: Self-Training for Weakly Supervised
  3D Scene Understanding
You Only Need One Thing One Click: Self-Training for Weakly Supervised 3D Scene Understanding
Zhengzhe Liu
Xiaojuan Qi
Chi-Wing Fu
3DPC
249
0
0
26 Mar 2023
Active Finetuning: Exploiting Annotation Budget in the
  Pretraining-Finetuning Paradigm
Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning ParadigmComputer Vision and Pattern Recognition (CVPR), 2023
Yichen Xie
Han Lu
Junchi Yan
Yunbo Wang
Masayoshi Tomizuka
Wei Zhan
251
45
0
25 Mar 2023
Masked Scene Contrast: A Scalable Framework for Unsupervised 3D
  Representation Learning
Masked Scene Contrast: A Scalable Framework for Unsupervised 3D Representation LearningComputer Vision and Pattern Recognition (CVPR), 2023
Xiaoyang Wu
Xin Wen
Xihui Liu
Hengshuang Zhao
3DPC
272
58
0
24 Mar 2023
Feature Separation and Recalibration for Adversarial Robustness
Feature Separation and Recalibration for Adversarial RobustnessComputer Vision and Pattern Recognition (CVPR), 2023
Woo Jae Kim
Y. Cho
Junsik Jung
Sung-eui Yoon
AAML
354
35
0
24 Mar 2023
Aligning Step-by-Step Instructional Diagrams to Video Demonstrations
Aligning Step-by-Step Instructional Diagrams to Video DemonstrationsComputer Vision and Pattern Recognition (CVPR), 2023
Jiahao Zhang
A. Cherian
Yanbin Liu
Yizhak Ben-Shabat
Cristian Rodriguez-Opazo
Stephen Gould
234
11
0
24 Mar 2023
Temperature Schedules for Self-Supervised Contrastive Methods on
  Long-Tail Data
Temperature Schedules for Self-Supervised Contrastive Methods on Long-Tail DataInternational Conference on Learning Representations (ICLR), 2023
Anna Kukleva
Moritz Bohle
Bernt Schiele
Hilde Kuehne
Christian Rupprecht
260
62
0
23 Mar 2023
Low-Light Image Enhancement by Learning Contrastive Representations in
  Spatial and Frequency Domains
Low-Light Image Enhancement by Learning Contrastive Representations in Spatial and Frequency DomainsIEEE International Conference on Multimedia and Expo (ICME), 2023
Yunpeng Huang
X. Tu
Gui Fu
Tingting Liu
Bokai Liu
Ming-Hsuan Yang
Ziliang Feng
169
10
0
23 Mar 2023
Hierarchical Semantic Contrast for Scene-aware Video Anomaly Detection
Hierarchical Semantic Contrast for Scene-aware Video Anomaly DetectionComputer Vision and Pattern Recognition (CVPR), 2023
Shengyang Sun
Xiaojin Gong
248
75
0
23 Mar 2023
A Survey of Historical Learning: Learning Models with Learning History
A Survey of Historical Learning: Learning Models with Learning History
Xiang Li
Ge Wu
Lingfeng Yang
Wenzhe Wang
Renjie Song
Jian Yang
MUAI4TS
251
2
0
23 Mar 2023
Variantional autoencoder with decremental information bottleneck for
  disentanglement
Variantional autoencoder with decremental information bottleneck for disentanglementBritish Machine Vision Conference (BMVC), 2023
Jiantao Wu
Shentong Mo
Xiang Yang
Muhammad Awais
Sara Atito
Xingshen Zhang
Lin Wang
Xiang Yang
DRL
148
1
0
22 Mar 2023
Correlational Image Modeling for Self-Supervised Visual Pre-Training
Correlational Image Modeling for Self-Supervised Visual Pre-TrainingComputer Vision and Pattern Recognition (CVPR), 2023
Wei Li
Jiahao Xie
Chen Change Loy
SSL
317
18
0
22 Mar 2023
Multi-view Feature Extraction based on Triple Contrastive Heads
Multi-view Feature Extraction based on Triple Contrastive Heads
Hongjie Zhang
88
0
0
22 Mar 2023
Equiangular Basis Vectors
Equiangular Basis VectorsComputer Vision and Pattern Recognition (CVPR), 2023
Yang Shen
Xuhao Sun
Xiuying Wei
258
10
0
21 Mar 2023
PRISE: Demystifying Deep Lucas-Kanade with Strongly Star-Convex
  Constraints for Multimodel Image Alignment
PRISE: Demystifying Deep Lucas-Kanade with Strongly Star-Convex Constraints for Multimodel Image AlignmentComputer Vision and Pattern Recognition (CVPR), 2023
Yiqing Zhang
Xinming Huang
Ziming Zhang
176
10
0
21 Mar 2023
eP-ALM: Efficient Perceptual Augmentation of Language Models
eP-ALM: Efficient Perceptual Augmentation of Language ModelsIEEE International Conference on Computer Vision (ICCV), 2023
Mustafa Shukor
Corentin Dancette
Matthieu Cord
MLLMVLM
424
34
0
20 Mar 2023
Learning Audio-Visual Source Localization via False Negative Aware
  Contrastive Learning
Learning Audio-Visual Source Localization via False Negative Aware Contrastive LearningComputer Vision and Pattern Recognition (CVPR), 2023
Weixuan Sun
Jiayi Zhang
Jianyuan Wang
Zheyuan Liu
Yiran Zhong
Tianpeng Feng
Yandong Guo
Yanhao Zhang
Nick Barnes
SSL
264
66
0
20 Mar 2023
Less is More: Reducing Task and Model Complexity for 3D Point Cloud
  Semantic Segmentation
Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation
Li Li
Hubert P. H. Shum
T. Breckon
177
44
0
20 Mar 2023
Coreset Sampling from Open-Set for Fine-Grained Self-Supervised Learning
Coreset Sampling from Open-Set for Fine-Grained Self-Supervised LearningComputer Vision and Pattern Recognition (CVPR), 2023
Sungnyun Kim
Sangmin Bae
Se-Young Yun
388
15
0
20 Mar 2023
FedMAE: Federated Self-Supervised Learning with One-Block Masked
  Auto-Encoder
FedMAE: Federated Self-Supervised Learning with One-Block Masked Auto-Encoder
Nan Yang
Xuanyu Chen
Charles Z. Liu
Dong Yuan
Wei Bao
Li-zhen Cui
199
5
0
20 Mar 2023
Actionlet-Dependent Contrastive Learning for Unsupervised Skeleton-Based
  Action Recognition
Actionlet-Dependent Contrastive Learning for Unsupervised Skeleton-Based Action RecognitionComputer Vision and Pattern Recognition (CVPR), 2023
Lilang Lin
Jiahang Zhang
Jiaying Liu
166
84
0
20 Mar 2023
MXM-CLR: A Unified Framework for Contrastive Learning of Multifold
  Cross-Modal Representations
MXM-CLR: A Unified Framework for Contrastive Learning of Multifold Cross-Modal Representations
Ye Wang
Bo‐Shu Jiang
C. Zou
Rui Ma
349
5
0
20 Mar 2023
DORIC : Domain Robust Fine-Tuning for Open Intent Clustering through
  Dependency Parsing
DORIC : Domain Robust Fine-Tuning for Open Intent Clustering through Dependency Parsing
Jihyung Lee
Seungyeon Seo
Yunsu Kim
G. G. Lee
153
1
0
17 Mar 2023
Replay Buffer with Local Forgetting for Adapting to Local Environment
  Changes in Deep Model-Based Reinforcement Learning
Replay Buffer with Local Forgetting for Adapting to Local Environment Changes in Deep Model-Based Reinforcement Learning
Ali Rahimi-Kalahroudi
Janarthanan Rajendran
Ida Momennejad
H. V. Seijen
Sarath Chandar
CLLKELM
226
3
0
15 Mar 2023
AdaOPC: A Self-Adaptive Mask Optimization Framework For Real Design
  Patterns
AdaOPC: A Self-Adaptive Mask Optimization Framework For Real Design Patterns
Wenqian Zhao
Xufeng Yao
Ziyang Yu
Guojin Chen
Yuzhe Ma
Bei Yu
Martin D. F. Wong
212
22
0
15 Mar 2023
SeqCo-DETR: Sequence Consistency Training for Self-Supervised Object
  Detection with Transformers
SeqCo-DETR: Sequence Consistency Training for Self-Supervised Object Detection with TransformersBritish Machine Vision Conference (BMVC), 2023
Guoqiang Jin
Fan Yang
Mingshan Sun
R. Zhao
Yakun Liu
Wei Li
Tianpeng Bao
Liwei Wu
Xingyu Zeng
Rui Zhao
ViT
170
2
0
15 Mar 2023
DICNet: Deep Instance-Level Contrastive Network for Double Incomplete
  Multi-View Multi-Label Classification
DICNet: Deep Instance-Level Contrastive Network for Double Incomplete Multi-View Multi-Label ClassificationAAAI Conference on Artificial Intelligence (AAAI), 2023
Chengliang Liu
Jie Wen
Xiaoling Luo
Chao Huang
Zhihao Wu
Yong-mei Xu
197
54
0
15 Mar 2023
Data-Free Sketch-Based Image Retrieval
Data-Free Sketch-Based Image RetrievalComputer Vision and Pattern Recognition (CVPR), 2023
Abhra Chaudhuri
A. Bhunia
Yi-Zhe Song
Anjan Dutta
254
14
0
14 Mar 2023
Modeling Continuous Motion for 3D Point Cloud Object Tracking
Modeling Continuous Motion for 3D Point Cloud Object TrackingAAAI Conference on Artificial Intelligence (AAAI), 2023
Zhi-Chun Luo
Gongjie Zhang
Changqing Zhou
Zhonghua Wu
Qingyi Tao
Lewei Lu
Shijian Lu
3DPC
220
6
0
14 Mar 2023
Efficient Self-supervised Continual Learning with Progressive
  Task-correlated Layer Freezing
Efficient Self-supervised Continual Learning with Progressive Task-correlated Layer FreezingIEEE International Symposium on Quality Electronic Design (ISQED), 2023
Li Yang
Sen Lin
Fan Zhang
Junshan Zhang
Deliang Fan
CLL
272
8
0
13 Mar 2023
Unsupervised HDR Image and Video Tone Mapping via Contrastive Learning
Unsupervised HDR Image and Video Tone Mapping via Contrastive Learning
Cong Cao
Huanjing Yue
Xin Liu
Jingyu Yang
278
20
0
13 Mar 2023
Twin Contrastive Learning with Noisy Labels
Twin Contrastive Learning with Noisy LabelsComputer Vision and Pattern Recognition (CVPR), 2023
Zhizhong Huang
Junping Zhang
Hongming Shan
NoLa
171
92
0
13 Mar 2023
Robust Contrastive Language-Image Pre-training against Data Poisoning
  and Backdoor Attacks
Robust Contrastive Language-Image Pre-training against Data Poisoning and Backdoor AttacksNeural Information Processing Systems (NeurIPS), 2023
Wenhan Yang
Jingdong Gao
Baharan Mirzasoleiman
VLM
363
29
0
13 Mar 2023
TranSG: Transformer-Based Skeleton Graph Prototype Contrastive Learning
  with Structure-Trajectory Prompted Reconstruction for Person
  Re-Identification
TranSG: Transformer-Based Skeleton Graph Prototype Contrastive Learning with Structure-Trajectory Prompted Reconstruction for Person Re-IdentificationComputer Vision and Pattern Recognition (CVPR), 2023
Haocong Rao
Steven C. H. Hoi
371
41
0
13 Mar 2023
Dynamic Clustering and Cluster Contrastive Learning for Unsupervised
  Person Re-identification
Dynamic Clustering and Cluster Contrastive Learning for Unsupervised Person Re-identification
Ziqi He
Mengjia Xue
Yunhao Du
Zhicheng Zhao
Fei Su
177
4
0
13 Mar 2023
Extending global-local view alignment for self-supervised learning with
  remote sensing imagery
Extending global-local view alignment for self-supervised learning with remote sensing imagery
Xinye Wanyan
Sachith Seneviratne
Shuchang Shen
M. Kirley
260
34
0
12 Mar 2023
Improving Masked Autoencoders by Learning Where to Mask
Improving Masked Autoencoders by Learning Where to MaskChinese Conference on Pattern Recognition and Computer Vision (CPRCV), 2023
Haijia Chen
Wendong Zhang
Yunbo Wang
Xiaokang Yang
SSL
193
26
0
12 Mar 2023
Mimic before Reconstruct: Enhancing Masked Autoencoders with Feature
  Mimicking
Mimic before Reconstruct: Enhancing Masked Autoencoders with Feature MimickingInternational Journal of Computer Vision (IJCV), 2023
Shiyang Feng
Renrui Zhang
Rongyao Fang
Ziyi Lin
Hongyang Li
Jiaming Song
Qiao Yu
180
25
0
09 Mar 2023
Learn More for Food Recognition via Progressive Self-Distillation
Learn More for Food Recognition via Progressive Self-DistillationAAAI Conference on Artificial Intelligence (AAAI), 2023
Yaohui Zhu
Linhu Liu
Jiang Tian
151
8
0
09 Mar 2023
Distortion-Disentangled Contrastive Learning
Distortion-Disentangled Contrastive LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Jinfeng Wang
Sifan Song
Jionglong Su
S. Kevin Zhou
SSL
334
8
0
09 Mar 2023
Multi-Stage Coarse-to-Fine Contrastive Learning for Conversation Intent
  Induction
Multi-Stage Coarse-to-Fine Contrastive Learning for Conversation Intent Induction
Caiyuan Chu
Ya Li
Yifan Liu
Jia-Chen Gu
Quan Liu
Yongxin Ge
Guoping Hu
211
1
0
09 Mar 2023
Centroid-centered Modeling for Efficient Vision Transformer Pre-training
Centroid-centered Modeling for Efficient Vision Transformer Pre-trainingChinese Conference on Pattern Recognition and Computer Vision (CPRCV), 2023
Xin Yan
Zuchao Li
Lefei Zhang
Bo Du
Dacheng Tao
VLM
149
1
0
08 Mar 2023
Efficient Skill Acquisition for Complex Manipulation Tasks in Obstructed
  Environments
Efficient Skill Acquisition for Complex Manipulation Tasks in Obstructed Environments
Jun Yamada
J. Collins
Ingmar Posner
262
7
0
06 Mar 2023
Learning Efficient Coding of Natural Images with Maximum Manifold
  Capacity Representations
Learning Efficient Coding of Natural Images with Maximum Manifold Capacity Representations
T. Yerxa
Yilun Kuang
Eero P. Simoncelli
SueYeon Chung
256
0
0
06 Mar 2023
CoRTX: Contrastive Framework for Real-time Explanation
CoRTX: Contrastive Framework for Real-time ExplanationInternational Conference on Learning Representations (ICLR), 2023
Yu-Neng Chuang
Guanchu Wang
Fan Yang
Quan-Gen Zhou
Pushkar Tripathi
Xuanting Cai
Helen Zhou
239
26
0
05 Mar 2023
Multi-Symmetry Ensembles: Improving Diversity and Generalization via
  Opposing Symmetries
Multi-Symmetry Ensembles: Improving Diversity and Generalization via Opposing SymmetriesInternational Conference on Machine Learning (ICML), 2023
Charlotte Loh
Seung-Jun Han
Shivchander Sudalairaj
Rumen Dangovski
Kai Xu
F. Wenzel
Marin Soljacic
Akash Srivastava
UQCV
215
2
0
04 Mar 2023
Extended Agriculture-Vision: An Extension of a Large Aerial Image
  Dataset for Agricultural Pattern Analysis
Extended Agriculture-Vision: An Extension of a Large Aerial Image Dataset for Agricultural Pattern Analysis
Jing Wu
David Pichler
D. Marley
David Wilson
N. Hovakimyan
Jennifer Hobbs
167
27
0
04 Mar 2023
Open-Vocabulary Affordance Detection in 3D Point Clouds
Open-Vocabulary Affordance Detection in 3D Point CloudsIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Toan Ngyen
Minh Nhat Vu
Annalies Vuong
Dzung Nguyen
T. Vo
Ngan Le
A. Nguyen
3DPC
420
44
0
04 Mar 2023
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