Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination

5 May 2018

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

50 / 1,940 papers shown

Title
SCVRL: Shuffled Contrastive Video Representation Learning Michael Dorkenwald Fanyi Xiao Biagio Brattoli Joseph Tighe Davide Modolo SSL 82 17 0 24 May 2022
Conditional Supervised Contrastive Learning for Fair Text Classification Jianfeng Chi Will Shand Yaodong Yu Kai-Wei Chang Han Zhao Yuan Tian FaML 79 14 0 23 May 2022
Active Domain Adaptation with Multi-level Contrastive Units for Semantic Segmentation Hao Zhang Ruimao Zhang Zhanglin Peng Junle Wang Yanqing Jing 76 3 0 23 May 2022
AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints Xingzhe He Bastian Wandt Helge Rhodin SSL 3DH 3DPC 168 18 0 21 May 2022
Improvements to Self-Supervised Representation Learning for Masked Image Modeling Jia-ju Mao Xuesong Yin Yuan Chang Honggu Zhou SSL 47 1 0 21 May 2022
Robust and Efficient Medical Imaging with Self-Supervision Shekoofeh Azizi Laura J. Culp Jan Freyberg Basil Mustafa Sebastien Baur ... Geoffrey E. Hinton N. Houlsby Alan Karthikesalingam Mohammad Norouzi Vivek Natarajan OOD 127 61 0 19 May 2022
Domain Enhanced Arbitrary Image Style Transfer via Contrastive Learning Yuxin Zhang Fan Tang Weiming Dong Haibin Huang Chongyang Ma Tong-Yee Lee Changsheng Xu 180 164 0 19 May 2022
Mitigating Neural Network Overconfidence with Logit Normalization Hongxin Wei Renchunzi Xie Hao-Ran Cheng Lei Feng Bo An Yixuan Li OODD 235 288 0 19 May 2022
Global Contrast Masked Autoencoders Are Powerful Pathological Representation Learners Hao Quan Xingyu Li Weixing Chen Qun Bai Mingchen Zou Ruijie Yang Tingting Zheng R. Qi Xin Gao Xiaoyu Cui MedIm 110 21 0 18 May 2022
TTAPS: Test-Time Adaption by Aligning Prototypes using Self-Supervision Alexander Bartler Florian Bender Felix Wiewel B. Yang TTA 83 9 0 18 May 2022
Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization Luke Melas-Kyriazi Christian Rupprecht Iro Laina Andrea Vedaldi 122 168 0 16 May 2022
Noise-Tolerant Learning for Audio-Visual Action Recognition Haocheng Han Qinghua Zheng Minnan Luo Kaiyao Miao Feng Tian Yuanchun Chen NoLa 100 9 0 16 May 2022
Scene Consistency Representation Learning for Video Scene Segmentation Haoqian Wu Keyu Chen Yanan Luo Ruizhi Qiao Bo Ren Haozhe Liu Weicheng Xie Linlin Shen SSL 88 16 0 11 May 2022
Domain Invariant Masked Autoencoders for Self-supervised Learning from Multi-domains Haiyang Yang Meilin Chen Yizhou Wang Shixiang Tang Feng Zhu Lei Bai Rui Zhao Wanli Ouyang 73 19 0 10 May 2022
CoDo: Contrastive Learning with Downstream Background Invariance for Detection Bing Zhao Jun Li Hong Zhu SSL 58 2 0 10 May 2022
Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation Shiqi Yang Yaxing Wang Kai Wang Shangling Jui Joost van de Weijer 82 143 0 09 May 2022
Scaling up sign spotting through sign language dictionaries Gül Varol Liliane Momeni Samuel Albanie Triantafyllos Afouras Andrew Zisserman 64 15 0 09 May 2022
A Closer Look at Few-shot Image Generation Yunqing Zhao Henghui Ding Houjing Huang Ngai-Man Cheung 108 79 0 08 May 2022
The NT-Xent loss upper bound Wilhelm Ågren SSL 28 5 0 06 May 2022
Self-Taught Metric Learning without Labels Sungyeon Kim Dongwon Kim Minsu Cho Suha Kwak SSL 105 21 0 04 May 2022
HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction Xuming Hu Shuliang Liu Chenwei Zhang Shuang Li Lijie Wen Philip S. Yu SSL 137 41 0 04 May 2022
Wav2Seq: Pre-training Speech-to-Text Encoder-Decoder Models Using Pseudo Languages Felix Wu Kwangyoun Kim Shinji Watanabe Kyu Jeong Han Ryan T. McDonald Kilian Q. Weinberger Yoav Artzi SyDa 105 39 0 02 May 2022
SCS-Co: Self-Consistent Style Contrastive Learning for Image Harmonization Yucheng Hang Bin Xia Wenming Yang Q. Liao 76 44 0 29 Apr 2022
ELM: Embedding and Logit Margins for Long-Tail Learning Wittawat Jitkrittum A. Menon A. S. Rawat Surinder Kumar 83 11 0 27 Apr 2022
Use All The Labels: A Hierarchical Multi-Label Contrastive Learning Framework Shu Zhen Zhang Ran Xu Caiming Xiong Chetan Ramaiah SSL 70 73 0 27 Apr 2022
Self-Supervised Learning of Object Parts for Semantic Segmentation A. Ziegler Yuki M. Asano SSL OCL 119 103 0 27 Apr 2022
Context-Aware Sequence Alignment using 4D Skeletal Augmentation Taein Kwon Bugra Tekin Siyu Tang Marc Pollefeys 82 14 0 26 Apr 2022
Masked Image Modeling Advances 3D Medical Image Analysis Zekai Chen Devansh Agarwal Kshitij Aggarwal Wiem Safta Samit Hirawat V. Sethuraman Mariann Micsinai Balan Kevin Brown 83 75 0 25 Apr 2022
RelViT: Concept-guided Vision Transformer for Visual Relational Reasoning Xiaojian Ma Weili Nie Zhiding Yu Huaizu Jiang Chaowei Xiao Yuke Zhu Song-Chun Zhu Anima Anandkumar ViT LRM 138 19 0 24 Apr 2022
Federated Contrastive Learning for Volumetric Medical Image Segmentation Yawen Wu Dewen Zeng Zhepeng Wang Yiyu Shi Jingtong Hu FedML 87 60 0 23 Apr 2022
A Multi-level Alignment Training Scheme for Video-and-Language Grounding Yubo Zhang Feiyang Niu Q. Ping Govind Thattai CVBM 89 2 0 22 Apr 2022
DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis F. Haghighi M. Taher Michael B. Gotway Jianming Liang MedIm 107 72 0 21 Apr 2022
Unseen Object Instance Segmentation with Fully Test-time RGB-D Embeddings Adaptation Lu Zhang Siqi Zhang Xu Yang Hong Qiao Zhiyong Liu 70 11 0 21 Apr 2022
SimMC: Simple Masked Contrastive Learning of Skeleton Representations for Unsupervised Person Re-Identification Haocong Rao Chunyan Miao 60 11 0 21 Apr 2022
Less than Few: Self-Shot Video Instance Segmentation Pengwan Yang Yuki M. Asano Pascal Mettes Cees G. M. Snoek SSL 84 2 0 19 Apr 2022
Self Supervised Lesion Recognition For Breast Ultrasound Diagnosis Yuanfan Guo Canqian Yang Tiancheng Lin Chunxiao Li Rui Zhang Yi Xu 29 5 0 18 Apr 2022
Masked Siamese Networks for Label-Efficient Learning Mahmoud Assran Mathilde Caron Ishan Misra Piotr Bojanowski Florian Bordes Pascal Vincent Armand Joulin Michael G. Rabbat Nicolas Ballas SSL 137 325 0 14 Apr 2022
Cross-Image Relational Knowledge Distillation for Semantic Segmentation Chuanguang Yang Helong Zhou Zhulin An Xue Jiang Yong Xu Qian Zhang 134 178 0 14 Apr 2022
Label Distribution Learning for Generalizable Multi-source Person Re-identification Lei Qi Jiayi Shen Jiaqi Liu Yinghuan Shi Xin Geng OOD 119 10 0 12 Apr 2022
Evaluating Vision Transformer Methods for Deep Reinforcement Learning from Pixels Tianxin Tao Daniele Reda M. van de Panne ViT 78 19 0 11 Apr 2022
Representation Learning by Detecting Incorrect Location Embeddings Sepehr Sameni Simon Jenni Paolo Favaro ViT 71 5 0 10 Apr 2022
Robust Cross-Modal Representation Learning with Progressive Self-Distillation A. Andonian Shixing Chen Raffay Hamid VLM 99 57 0 10 Apr 2022
Divergence-aware Federated Self-Supervised Learning Weiming Zhuang Yonggang Wen Shuai Zhang FedML 99 100 0 09 Apr 2022
Probabilistic Representations for Video Contrastive Learning Jungin Park Jiyoung Lee Ig-Jae Kim Kwanghoon Sohn SSL 106 47 0 08 Apr 2022
Frequency Selective Augmentation for Video Representation Learning Jinhyung Kim Taeoh Kim Minho Shim Dongyoon Han Dongyoon Wee Junmo Kim AI4TS 101 4 0 08 Apr 2022
CoCoSoDa: Effective Contrastive Learning for Code Search Ensheng Shi Yanlin Wang Wenchao Gu Lun Du Hongyu Zhang Shi Han Dongmei Zhang Hongbin Sun 102 37 0 07 Apr 2022
Learning from Untrimmed Videos: Self-Supervised Video Representation Learning with Hierarchical Consistency Zhiwu Qing Shiwei Zhang Ziyuan Huang Yi Tian Xu Xiang Wang Mingqian Tang Changxin Gao Rong Jin Nong Sang SSL AI4TS 76 17 0 06 Apr 2022
LEAD: Self-Supervised Landmark Estimation by Aligning Distributions of Feature Similarity Tejan Karmali Abhinav Atrishi Sai Sree Harsha Susmit Agrawal Varun Jampani R. Venkatesh Babu SSL 154 5 0 06 Apr 2022
Paying More Attention to Self-attention: Improving Pre-trained Language Models via Attention Guiding Shanshan Wang Zhumin Chen Zhaochun Ren Huasheng Liang Qiang Yan Fajie Yuan 57 9 0 06 Apr 2022
Detail-recovery Image Deraining via Dual Sample-augmented Contrastive Learning Yiyang Shen Ming-yue Wei Sen Deng Wenhan Yang Yongzhen Wang Xiaoping Zhang Ming Wang J. Qin OffRL 77 3 0 06 Apr 2022