Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination

5 May 2018

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

50 / 2,002 papers shown

Contrastive Learning Meets Transfer Learning: A Case Study In Medical Image Analysis

Yuzhe Lu

Aadarsh Jha

Yuankai Huo

MedIm

188

04 Mar 2021

SSTN: Self-Supervised Domain Adaptation Thermal Object Detection for Autonomous DrivingIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021

174

04 Mar 2021

Self-supervised deep convolutional neural network for chest X-ray classificationIEEE Access (IEEE Access), 2021

292

04 Mar 2021

Deep Clustering by Semantic Contrastive LearningBritish Machine Vision Conference (BMVC), 2021

Jiabo Huang

S. Gong

259

03 Mar 2021

Self-supervised Pretraining of Visual Features in the Wild

...

298

296

02 Mar 2021

Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot LearningComputer Vision and Pattern Recognition (CVPR), 2021

Mamshad Nayeem Rizve

Salman Khan

Fahad Shahbaz Khan

M. Shah

227

132

01 Mar 2021

Panoramic Panoptic Segmentation: Towards Complete Surrounding Understanding via Unsupervised Contrastive Learning

A. Jaus

Kailun Yang

Rainer Stiefelhagen

178

01 Mar 2021

Self-Tuning for Data-Efficient Deep LearningInternational Conference on Machine Learning (ICML), 2021

Ximei Wang

186

25 Feb 2021

Reinforcement Learning with Prototypical RepresentationsInternational Conference on Machine Learning (ICML), 2021

322

246

22 Feb 2021

Provably Improved Context-Based Offline Meta-RL with Attention and Contrastive Learning

161

22 Feb 2021

MedAug: Contrastive learning leveraging patient metadata improves representations for chest X-ray interpretationMachine Learning in Health Care (MLHC), 2021

395

21 Feb 2021

Rethinking Content and Style: Exploring Bias for Unsupervised Disentanglement

147

21 Feb 2021

Learning Disentangled Representation by Exploiting Pretrained Generative Models: A Contrastive Learning ViewInternational Conference on Learning Representations (ICLR), 2021

241

21 Feb 2021

Contrastive Learning Inverts the Data Generating ProcessInternational Conference on Machine Learning (ICML), 2021

Wieland Brendel

688

250

17 Feb 2021

Instance Localization for Self-supervised Detection PretrainingComputer Vision and Pattern Recognition (CVPR), 2021

384

156

16 Feb 2021

Understanding Negative Samples in Instance Discriminative Self-supervised Representation LearningNeural Information Processing Systems (NeurIPS), 2021

Kento Nozawa

Issei Sato

SSL

443

13 Feb 2021

Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regularized Fine-TuningNeural Information Processing Systems (NeurIPS), 2021

Yifan Zhang

Bryan Hooi

Dapeng Hu

Jian Liang

Jiashi Feng

208

12 Feb 2021

Semantically-Conditioned Negative Samples for Efficient Contrastive Learning

J. Ó. Neill

Danushka Bollegala

160

12 Feb 2021

Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation LearningAAAI Conference on Artificial Intelligence (AAAI), 2021

171

09 Feb 2021

DetCo: Unsupervised Contrastive Learning for Object DetectionIEEE International Conference on Computer Vision (ICCV), 2021

Enze Xie

Jian Ding

Wenhai Wang

Xiaohang Zhan

Hang Xu

Peize Sun

Zhenguo Li

Ping Luo

248

351

09 Feb 2021

TraND: Transferable Neighborhood Discovery for Unsupervised Cross-domain Gait RecognitionInternational Symposium on Circuits and Systems (ISCAS), 2021

Tao Mei

141

09 Feb 2021

Improving memory banks for unsupervised learning with large mini-batch, consistency and hard negative miningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021

Adrian Bulat

Enrique Sánchez-Lozano

Georgios Tzimiropoulos

148

08 Feb 2021

Quantifying and Mitigating Privacy Risks of Contrastive LearningConference on Computer and Communications Security (CCS), 2021

Xinlei He

Yang Zhang

278

08 Feb 2021

Semi-Supervised Action Recognition with Temporal Contrastive LearningComputer Vision and Pattern Recognition (CVPR), 2021

Ankit Singh

Omprakash Chakraborty

Abir Das

169

110

04 Feb 2021

NeMo: Neural Mesh Models of Contrastive Features for Robust 3D Pose EstimationInternational Conference on Learning Representations (ICLR), 2021

222

29 Jan 2021

Exploring Cross-Image Pixel Contrast for Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2021

Luc Van Gool

457

538

28 Jan 2021

Supervised Momentum Contrastive Learning for Few-Shot Classification

177

26 Jan 2021

Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2021

414

559

26 Jan 2021

Improving Few-Shot Learning with Auxiliary Self-Supervised Pretext Tasks

N. Simard

Guillaume Lagrange

SSL

24 Jan 2021

Self-Adaptive Training: Bridging Supervised and Self-Supervised LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021

284

21 Jan 2021

Exponential Moving Average Normalization for Self-supervised and Semi-supervised LearningComputer Vision and Pattern Recognition (CVPR), 2021

329

146

21 Jan 2021

Momentum^2 Teacher: Momentum Teacher with Momentum Statistics for Self-Supervised Learning

Zeming Li

Songtao Liu

Jian Sun

590

19 Jan 2021

Unsupervised Noisy Tracklet Person Re-identification

Minxian Li

Xiatian Zhu

S. Gong

183

16 Jan 2021

Big Self-Supervised Models Advance Medical Image ClassificationIEEE International Conference on Computer Vision (ICCV), 2021

...

Alan Karthikesalingam

356

627

13 Jan 2021

Learning to Anticipate Egocentric Actions by ImaginationIEEE Transactions on Image Processing (TIP), 2020

Yi Yang

306

13 Jan 2021

SEED: Self-supervised Distillation For Visual RepresentationInternational Conference on Learning Representations (ICLR), 2021

Zhiyuan Fang

Jianfeng Wang

Lijuan Wang

Lei Zhang

Yezhou Yang

Zicheng Liu

SSL

504

209

12 Jan 2021

Cross-Modal Contrastive Learning for Text-to-Image GenerationComputer Vision and Pattern Recognition (CVPR), 2021

524

418

12 Jan 2021

Self-Supervised Pretraining of 3D Features on any Point-CloudIEEE International Conference on Computer Vision (ICCV), 2021

451

319

07 Jan 2021

CLEAR: Contrastive Learning for Sentence Representation

Sinong Wang

Madian Khabsa

Hao Ma

254

344

31 Dec 2020

COIN: Contrastive Identifier Network for Breast Mass Diagnosis in Mammography

Mike E. Davies

112

29 Dec 2020

ANL: Anti-Noise Learning for Cross-Domain Person Re-Identification

Hongliang Zhang

Shoudong Han

Xiaofeng Pan

Jun Zhao

160

27 Dec 2020

Spatial Contrastive Learning for Few-Shot Classification

Yassine Ouali

C´eline Hudelot

Myriam Tami

159

26 Dec 2020

Few Shot Learning With No Labels

168

26 Dec 2020

Dual-Refinement: Joint Label and Feature Refinement for Unsupervised Domain Adaptive Person Re-IdentificationIEEE Transactions on Image Processing (TIP), 2020

Jun Liu

303

26 Dec 2020

Self-supervised Pre-training with Hard Examples Improves Visual Representations

Lei Zhang

Mingyuan Zhou

205

25 Dec 2020

P4Contrast: Contrastive Learning with Pairs of Point-Pixel Pairs for RGB-D Scene Understanding

Shanghang Zhang

258

24 Dec 2020

Social NCE: Contrastive Learning of Socially-aware Motion RepresentationsIEEE International Conference on Computer Vision (ICCV), 2020

Yuejiang Liu

Qi Yan

Alexandre Alahi

516

115

21 Dec 2020

Camera-aware Proxies for Unsupervised Person Re-IdentificationAAAI Conference on Artificial Intelligence (AAAI), 2020

303

216

19 Dec 2020

Leveraging Meta-path Contexts for Classification in Heterogeneous Information NetworksIEEE International Conference on Data Engineering (ICDE), 2020

Xiang Li

433

18 Dec 2020

Unsupervised Learning of Local Discriminative Representation for Medical ImagesInformation Processing in Medical Imaging (IPMI), 2020

150

17 Dec 2020