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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
DR-Tune: Improving Fine-tuning of Pretrained Visual Models by
  Distribution Regularization with Semantic Calibration
DR-Tune: Improving Fine-tuning of Pretrained Visual Models by Distribution Regularization with Semantic CalibrationIEEE International Conference on Computer Vision (ICCV), 2023
Nana Zhou
Jiaxin Chen
Di Huang
208
7
0
23 Aug 2023
Trustworthy Representation Learning Across Domains
Trustworthy Representation Learning Across Domains
Ronghang Zhu
Dongliang Guo
Daiqing Qi
Zhixuan Chu
Xiang Yu
Sheng Li
FaMLAI4TS
318
2
0
23 Aug 2023
Semi-Supervised Learning via Weight-aware Distillation under Class
  Distribution Mismatch
Semi-Supervised Learning via Weight-aware Distillation under Class Distribution MismatchIEEE International Conference on Computer Vision (ICCV), 2023
Pan Du
Suyun Zhao
Zisen Sheng
Cuiping Li
Hong Chen
196
12
0
23 Aug 2023
Opening the Vocabulary of Egocentric Actions
Opening the Vocabulary of Egocentric ActionsNeural Information Processing Systems (NeurIPS), 2023
Dibyadip Chatterjee
Fadime Sener
Shugao Ma
Angela Yao
VLM
315
23
0
22 Aug 2023
A Survey on Self-Supervised Representation Learning
A Survey on Self-Supervised Representation Learning
Tobias Uelwer
Jan Robine
Stefan Sylvius Wagner
Marc Höftmann
Eric Upschulte
S. Konietzny
Maike Behrendt
Stefan Harmeling
SSLAI4TSOOD
252
17
0
22 Aug 2023
Information Theory-Guided Heuristic Progressive Multi-View Coding
Information Theory-Guided Heuristic Progressive Multi-View CodingNeural Networks (NN), 2021
Jiangmeng Li
Hang Gao
Jingyao Wang
Changwen Zheng
282
4
0
21 Aug 2023
Towards Real-World Visual Tracking with Temporal Contexts
Towards Real-World Visual Tracking with Temporal ContextsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Ziang Cao
Ziyuan Huang
Liang Pan
Shiwei Zhang
Ziwei Liu
Changhong Fu
182
85
0
20 Aug 2023
3D-Aware Neural Body Fitting for Occlusion Robust 3D Human Pose
  Estimation
3D-Aware Neural Body Fitting for Occlusion Robust 3D Human Pose EstimationIEEE International Conference on Computer Vision (ICCV), 2023
Yi Zhang
Pengliang Ji
Angtian Wang
Jieru Mei
Adam Kortylewski
Alan Yuille
3DH
211
36
0
19 Aug 2023
Semantics Meets Temporal Correspondence: Self-supervised Object-centric
  Learning in Videos
Semantics Meets Temporal Correspondence: Self-supervised Object-centric Learning in VideosIEEE International Conference on Computer Vision (ICCV), 2023
Rui Qian
Shuangrui Ding
Xian Liu
Dahua Lin
404
21
0
19 Aug 2023
Scalable Video Object Segmentation with Simplified Framework
Scalable Video Object Segmentation with Simplified FrameworkIEEE International Conference on Computer Vision (ICCV), 2023
Qiangqiang Wu
Tianyu Yang
WU Wei
Antoni B. Chan
VOS
173
41
0
19 Aug 2023
Improving Anomaly Segmentation with Multi-Granularity Cross-Domain
  Alignment
Improving Anomaly Segmentation with Multi-Granularity Cross-Domain AlignmentACM Multimedia (ACM MM), 2023
Ji Zhang
Xiao-Jun Wu
Zhi-Qi Cheng
Qin He
Wei Li
317
9
0
16 Aug 2023
AutoLTS: Automating Cycling Stress Assessment via Contrastive Learning
  and Spatial Post-processing
AutoLTS: Automating Cycling Stress Assessment via Contrastive Learning and Spatial Post-processingAAAI Conference on Artificial Intelligence (AAAI), 2023
Bo Lin
Shoshanna Saxe
Timothy C. Y. Chan
HAI
160
3
0
15 Aug 2023
Radiomics-Informed Deep Learning for Classification of Atrial
  Fibrillation Sub-Types from Left-Atrium CT Volumes
Radiomics-Informed Deep Learning for Classification of Atrial Fibrillation Sub-Types from Left-Atrium CT VolumesInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Weihang Dai
Xuelong Li
Taihui Yu
Di Zhao
Jun Shen
Kwang-Ting Cheng
116
2
0
14 Aug 2023
Free-ATM: Exploring Unsupervised Learning on Diffusion-Generated Images
  with Free Attention Masks
Free-ATM: Exploring Unsupervised Learning on Diffusion-Generated Images with Free Attention Masks
David Junhao Zhang
Mutian Xu
Chuhui Xue
Wenqing Zhang
Xiaoguang Han
Song Bai
Mike Zheng Shou
DiffM
236
8
0
13 Aug 2023
SimMatchV2: Semi-Supervised Learning with Graph Consistency
SimMatchV2: Semi-Supervised Learning with Graph ConsistencyIEEE International Conference on Computer Vision (ICCV), 2023
Mingkai Zheng
Shan You
Lang Huang
Chen Luo
Fei Wang
Chao Qian
Chang Xu
SSL
178
16
0
13 Aug 2023
Induction Network: Audio-Visual Modality Gap-Bridging for
  Self-Supervised Sound Source Localization
Induction Network: Audio-Visual Modality Gap-Bridging for Self-Supervised Sound Source LocalizationACM Multimedia (ACM MM), 2023
Tianyu Liu
Peng Zhang
Wei Huang
Yufei Zha
Tao You
Yanni Zhang
SSL
161
4
0
09 Aug 2023
Self-supervised Learning of Rotation-invariant 3D Point Set Features
  using Transformer and its Self-distillation
Self-supervised Learning of Rotation-invariant 3D Point Set Features using Transformer and its Self-distillationComputer Vision and Image Understanding (CVIU), 2023
T. Furuya
Zhoujie Chen
Ryutarou Ohbuchi
Zhenzhong Kuang
3DPC
314
4
0
09 Aug 2023
Temporal DINO: A Self-supervised Video Strategy to Enhance Action
  Prediction
Temporal DINO: A Self-supervised Video Strategy to Enhance Action Prediction
Izzeddin Teeti
Rongali Sai Bhargav
Vivek Singh
Andrew Bradley
Biplab Banerjee
Fabio Cuzzolin
149
4
0
08 Aug 2023
Part-Aware Transformer for Generalizable Person Re-identification
Part-Aware Transformer for Generalizable Person Re-identificationIEEE International Conference on Computer Vision (ICCV), 2023
Hao Ni
Yuke Li
Lianli Gao
Hengtao Shen
Jingkuan Song
OODViT
252
70
0
07 Aug 2023
Multi-Label Self-Supervised Learning with Scene Images
Multi-Label Self-Supervised Learning with Scene ImagesIEEE International Conference on Computer Vision (ICCV), 2023
Kevin Zhu
Minghao Fu
Jianxin Wu
SSL
189
18
0
07 Aug 2023
An AI-driven Assessment of Bone Density as a Biomarker Leading to the Aging Law
An AI-driven Assessment of Bone Density as a Biomarker Leading to the Aging Law
Linmi Tao
Rui-Tan Liu
Yuan Wang
Yuezhi Zhou
Li Huo
...
Guilan Hu
Xiangsong Zhang
Yongwei Pan
Ye Yuan
Yun Liu
125
1
0
05 Aug 2023
MAP: A Model-agnostic Pretraining Framework for Click-through Rate
  Prediction
MAP: A Model-agnostic Pretraining Framework for Click-through Rate PredictionKnowledge Discovery and Data Mining (KDD), 2023
Jianghao Lin
Yanru Qu
Wei Guo
Xinyi Dai
Ruiming Tang
Yong Yu
Weinan Zhang
158
30
0
03 Aug 2023
Teaching Smaller Language Models To Generalise To Unseen Compositional
  Questions
Teaching Smaller Language Models To Generalise To Unseen Compositional Questions
Tim Hartill
N. Tan
Michael Witbrock
Patricia J. Riddle
ReLMKELMLRM
264
4
0
02 Aug 2023
Relational Contrastive Learning for Scene Text Recognition
Relational Contrastive Learning for Scene Text RecognitionACM Multimedia (ACM MM), 2023
Jinglei Zhang
Tiancheng Lin
Yi Xu
Kaibo Chen
Rui Zhang
256
14
0
01 Aug 2023
Center Contrastive Loss for Metric Learning
Center Contrastive Loss for Metric Learning
Bolun Cai
Pengfei Xiong
Shangxuan Tian
SSL
183
9
0
01 Aug 2023
C-DARL: Contrastive diffusion adversarial representation learning for
  label-free blood vessel segmentation
C-DARL: Contrastive diffusion adversarial representation learning for label-free blood vessel segmentation
Boah Kim
Y. Oh
Bradford J. Wood
Ronald M. Summers
Jong Chul Ye
DiffMMedIm
289
8
0
31 Jul 2023
Stochastic positional embeddings improve masked image modeling
Stochastic positional embeddings improve masked image modelingInternational Conference on Machine Learning (ICML), 2023
Amir Bar
Florian Bordes
Assaf Shocher
Mahmoud Assran
Pascal Vincent
Nicolas Ballas
Trevor Darrell
Amir Globerson
Yann LeCun
226
6
0
31 Jul 2023
CDUL: CLIP-Driven Unsupervised Learning for Multi-Label Image
  Classification
CDUL: CLIP-Driven Unsupervised Learning for Multi-Label Image ClassificationIEEE International Conference on Computer Vision (ICCV), 2023
R. Abdelfattah
Qing Guo
Xiaoguang Li
Xiang Wang
Song Wang
VLM
230
51
0
31 Jul 2023
Sampling to Distill: Knowledge Transfer from Open-World Data
Sampling to Distill: Knowledge Transfer from Open-World DataACM Multimedia (ACM MM), 2023
Yuzheng Wang
Zhaoyu Chen
Jie M. Zhang
Dingkang Yang
Zuhao Ge
Yang Liu
Siao Liu
Yunquan Sun
Wenqiang Zhang
Lizhe Qi
213
14
0
31 Jul 2023
Uncertainty-aware Unsupervised Multi-Object Tracking
Uncertainty-aware Unsupervised Multi-Object TrackingIEEE International Conference on Computer Vision (ICCV), 2023
Kai Liu
Sheng Jin
Zhihang Fu
Ze Chen
Rongxin Jiang
Jieping Ye
VOTMQ
233
16
0
28 Jul 2023
Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures
Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures
Kun Yuan
V. Srivastav
Tong Yu
Joël L. Lavanchy
J. Marescaux
Pietro Mascagni
Nassir Navab
N. Padoy
727
46
0
27 Jul 2023
Optical Flow boosts Unsupervised Localization and Segmentation
Optical Flow boosts Unsupervised Localization and SegmentationIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Xinyu Zhang
Abdeslam Boularias
244
8
0
25 Jul 2023
Cos R-CNN for Online Few-shot Object Detection
Cos R-CNN for Online Few-shot Object Detection
G. P. Data
Henry Howard-Jenkins
D. W. Murray
V. Prisacariu
ObjD
112
1
0
25 Jul 2023
Hierarchical Skeleton Meta-Prototype Contrastive Learning with Hard
  Skeleton Mining for Unsupervised Person Re-Identification
Hierarchical Skeleton Meta-Prototype Contrastive Learning with Hard Skeleton Mining for Unsupervised Person Re-IdentificationInternational Journal of Computer Vision (IJCV), 2023
Haocong Rao
Cyril Leung
Steven C. H. Hoi
3DH
424
19
0
24 Jul 2023
Phase Matching for Out-of-Distribution Generalization
Phase Matching for Out-of-Distribution Generalization
Chengming Hu
Ye Du
Rui Wang
Hao Chen
OOD
437
0
0
24 Jul 2023
Towards Video Anomaly Retrieval from Video Anomaly Detection: New
  Benchmarks and Model
Towards Video Anomaly Retrieval from Video Anomaly Detection: New Benchmarks and ModelIEEE Transactions on Image Processing (IEEE TIP), 2023
Peng Wu
Jing Liu
Xiangteng He
Yuxin Peng
Peng Wang
Yanning Zhang
409
47
0
24 Jul 2023
Hallucination Improves the Performance of Unsupervised Visual
  Representation Learning
Hallucination Improves the Performance of Unsupervised Visual Representation LearningIEEE International Conference on Computer Vision (ICCV), 2023
Jing Wu
Jennifer Hobbs
N. Hovakimyan
SSL
263
22
0
22 Jul 2023
Edge Guided GANs with Multi-Scale Contrastive Learning for Semantic
  Image Synthesis
Edge Guided GANs with Multi-Scale Contrastive Learning for Semantic Image SynthesisIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Hao Tang
Guolei Sun
Andrii Zadaianchuk
Luc Van Gool
GAN
271
17
0
22 Jul 2023
Morphology-inspired Unsupervised Gland Segmentation via Selective
  Semantic Grouping
Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic GroupingInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Qixiang Zhang
Yi Li
Cheng Xue
Xuelong Li
MedIm
178
2
0
22 Jul 2023
Revisiting Fine-Tuning Strategies for Self-supervised Medical Imaging
  Analysis
Revisiting Fine-Tuning Strategies for Self-supervised Medical Imaging Analysis
Muhammad Osama Khan
Yi Fang
252
4
0
20 Jul 2023
The Role of Entropy and Reconstruction in Multi-View Self-Supervised
  Learning
The Role of Entropy and Reconstruction in Multi-View Self-Supervised LearningInternational Conference on Machine Learning (ICML), 2023
Borja Rodríguez Gálvez
Arno Blaas
P. Rodríguez
Adam Goliñski
Xavier Suau
Jason Ramapuram
Dan Busbridge
Luca Zappella
273
10
0
20 Jul 2023
SLPD: Slide-level Prototypical Distillation for WSIs
SLPD: Slide-level Prototypical Distillation for WSIsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Zhimiao Yu
Tiancheng Lin
Yi Xu
261
7
0
20 Jul 2023
Learning Discriminative Visual-Text Representation for Polyp
  Re-Identification
Learning Discriminative Visual-Text Representation for Polyp Re-Identification
Suncheng Xiang
Can Liu
Sijia Du
Xiaobo Li
174
0
0
20 Jul 2023
A Holistic Assessment of the Reliability of Machine Learning Systems
A Holistic Assessment of the Reliability of Machine Learning Systems
Anthony Corso
David Karamadian
Romeo Valentin
Mary Cooper
Mykel J. Kochenderfer
319
10
0
20 Jul 2023
Density-invariant Features for Distant Point Cloud Registration
Density-invariant Features for Distant Point Cloud RegistrationIEEE International Conference on Computer Vision (ICCV), 2023
Quanpan Liu
Hongzi Zhu
Yunsong Zhou
Guoying Gu
Shan Chang
Minyi Guo
3DPC
272
24
0
19 Jul 2023
LA-Net: Landmark-Aware Learning for Reliable Facial Expression
  Recognition under Label Noise
LA-Net: Landmark-Aware Learning for Reliable Facial Expression Recognition under Label NoiseIEEE International Conference on Computer Vision (ICCV), 2023
Zhi-Fan Wu
J. Cui
199
42
0
18 Jul 2023
Feature Activation Map: Visual Explanation of Deep Learning Models for
  Image Classification
Feature Activation Map: Visual Explanation of Deep Learning Models for Image Classification
Yiwen Liao
Yongsheng Gao
Weichuan Zhang
FAtt
232
1
0
11 Jul 2023
Distilling Self-Supervised Vision Transformers for Weakly-Supervised
  Few-Shot Classification & Segmentation
Distilling Self-Supervised Vision Transformers for Weakly-Supervised Few-Shot Classification & SegmentationComputer Vision and Pattern Recognition (CVPR), 2023
Dahyun Kang
Piotr Koniusz
Minsu Cho
Naila Murray
VLMViT
246
37
0
07 Jul 2023
Weakly-supervised Contrastive Learning for Unsupervised Object Discovery
Weakly-supervised Contrastive Learning for Unsupervised Object DiscoveryIEEE Transactions on Image Processing (IEEE TIP), 2023
Yun-Qiu Lv
Jing Zhang
Nick Barnes
Yuchao Dai
249
16
0
07 Jul 2023
Human Inspired Progressive Alignment and Comparative Learning for
  Grounded Word Acquisition
Human Inspired Progressive Alignment and Comparative Learning for Grounded Word AcquisitionAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Yuwei Bao
B. Lattimer
J. Chai
CLL
280
1
0
05 Jul 2023
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