Prototypical Contrastive Learning of Unsupervised Representations

11 May 2020

Papers citing "Prototypical Contrastive Learning of Unsupervised Representations"

50 / 581 papers shown

Title
Coarse Is Better? A New Pipeline Towards Self-Supervised Learning with Uncurated Images Ke Zhu Yin He Jianxin Wu 17 4 0 07 Jun 2023
Explore and Exploit the Diverse Knowledge in Model Zoo for Domain Generalization Yimeng Chen Tianyang Hu Fengwei Zhou Zhenguo Li Zhiming Ma 20 12 0 05 Jun 2023
Supervised Adversarial Contrastive Learning for Emotion Recognition in Conversations Dou Hu Yinan Bao Lingwei Wei Wei Zhou Song Hu 26 51 0 02 Jun 2023
W-procer: Weighted Prototypical Contrastive Learning for Medical Few-Shot Named Entity Recognition Mingchen Li Yang Ye Jeremy Yeung Huixue Zhou Huaiyuan Chu Rui Zhang 62 2 0 29 May 2023
Decoupling Pseudo Label Disambiguation and Representation Learning for Generalized Intent Discovery Yutao Mou Xiaoshuai Song Keqing He Chen Zeng Pei Wang Jingang Wang Yunsen Xian Weiran Xu 30 8 0 28 May 2023
Sharpened Lazy Incremental Quasi-Newton Method Aakash Lahoti Spandan Senapati K. Rajawat Alec Koppel 16 2 0 26 May 2023
Modulate Your Spectrum in Self-Supervised Learning Xi Weng Yu-Li Ni Tengwei Song Jie Luo Rao Muhammad Anwer Salman Khan F. Khan Lei Huang 32 5 0 26 May 2023
Clinically Labeled Contrastive Learning for OCT Biomarker Classification Kiran Kokilepersaud Stephanie Trejo Corona M. Prabhushankar Ghassan Al-Regib C. Wykoff 16 12 0 24 May 2023
Federated Generalized Category Discovery Nan Pu Zhun Zhong Xinyuan Ji N. Sebe FedML 26 13 0 23 May 2023
Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training Utku Ozbulak Hyun Jung Lee Beril Boga Esla Timothy Anzaku Ho-min Park Arnout Van Messem W. D. Neve J. Vankerschaver DiffM 26 36 0 23 May 2023
EnSiam: Self-Supervised Learning With Ensemble Representations Kai Han Minsik Lee SSL 24 0 0 22 May 2023
Not All Semantics are Created Equal: Contrastive Self-supervised Learning with Automatic Temperature Individualization Zimeng Qiu Quanqi Hu Zhuoning Yuan Denny Zhou Lijun Zhang Tianbao Yang 32 17 0 19 May 2023
Clustering-Aware Negative Sampling for Unsupervised Sentence Representation Jinghao Deng Fanqi Wan Tao Yang Xiaojun Quan Rui Wang SSL 22 9 0 17 May 2023
Contrastive Label Enhancement Yifei Wang Yi Zhou Jihua Zhu Xinyuan Liu Wen-biao Yan Zhiqiang Tian 14 5 0 16 May 2023
Learning Structure Aware Deep Spectral Embedding Hira Yaseen Arif Mahmood 15 4 0 14 May 2023
Learning Semi-supervised Gaussian Mixture Models for Generalized Category Discovery Bingchen Zhao Xin Wen Kai Han 33 46 0 10 May 2023
Towards Effective Visual Representations for Partial-Label Learning Shiyu Xia Jiaqi Lv Ning Xu Gang Niu Xin Geng VLM SSL 36 25 0 10 May 2023
POUF: Prompt-oriented unsupervised fine-tuning for large pre-trained models Korawat Tanwisuth Shujian Zhang Huangjie Zheng Pengcheng He Mingyuan Zhou VLM VPVLM 91 28 0 29 Apr 2023
Exploiting the Distortion-Semantic Interaction in Fisheye Data Kiran Kokilepersaud M. Prabhushankar Yavuz Yarici Ghassan AlRegib Armin Parchami 22 3 0 28 Apr 2023
A Cookbook of Self-Supervised Learning Randall Balestriero Mark Ibrahim Vlad Sobal Ari S. Morcos Shashank Shekhar ... Pierre Fernandez Amir Bar Hamed Pirsiavash Yann LeCun Micah Goldblum SyDa FedML SSL 44 273 0 24 Apr 2023
Open-World Weakly-Supervised Object Localization Jinheng Xie Zhaochuan Luo Yuexiang Li Haozhe Liu Linlin Shen Mike Zheng Shou WSOL EDL 16 2 0 17 Apr 2023
Unicom: Universal and Compact Representation Learning for Image Retrieval Xiang An Jiankang Deng Kaicheng Yang Jaiwei Li Ziyong Feng Jia Guo Jing Yang Tongliang Liu VLM SSL 32 26 0 12 Apr 2023
Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine strategies on Sparse Data Elena Camuffo Simone Milani 3DPC CLL 21 8 0 08 Apr 2023
DivClust: Controlling Diversity in Deep Clustering Ioannis Maniadis Metaxas Georgios Tzimiropoulos Ioannis Patras 21 16 0 03 Apr 2023
Adversary-Aware Partial label learning with Label distillation Cheng Chen Yueming Lyu Ivor W.Tsang AAML 17 0 0 02 Apr 2023
Siamese DETR Ze-Sen Chen Gengshi Huang Wei Li Jianing Teng Kun Wang Jing Shao Chen Change Loy Lu Sheng ViT 16 8 0 31 Mar 2023
Exploring the Limits of Deep Image Clustering using Pretrained Models Nikolas Adaloglou Félix D. P. Michels Hamza Kalisch M. Kollmann VLM 10 26 0 31 Mar 2023
Dynamic Conceptional Contrastive Learning for Generalized Category Discovery Nan Pu Zhun Zhong N. Sebe 16 60 0 30 Mar 2023
FEND: A Future Enhanced Distribution-Aware Contrastive Learning Framework for Long-tail Trajectory Prediction Yuning Wang Pu Zhang Lei Bai Jianru Xue 25 23 0 29 Mar 2023
Hard Regularization to Prevent Deep Online Clustering Collapse without Data Augmentation Louis Mahon Thomas Lukasiewicz 13 5 0 29 Mar 2023
Low-Light Image Enhancement by Learning Contrastive Representations in Spatial and Frequency Domains Y. Huang X. Tu Gui Fu Tingting Liu Bokai Liu Ming Yang Ziliang Feng 30 6 0 23 Mar 2023
Hierarchical Semantic Contrast for Scene-aware Video Anomaly Detection Shengyang Sun Xiaojin Gong 34 46 0 23 Mar 2023
A Survey of Historical Learning: Learning Models with Learning History Xiang Li Ge Wu Lingfeng Yang Wenzhe Wang Renjie Song Jian Yang MU AI4TS 23 2 0 23 Mar 2023
Multi-view Feature Extraction based on Triple Contrastive Heads Hongjie Zhang 9 0 0 22 Mar 2023
PRISE: Demystifying Deep Lucas-Kanade with Strongly Star-Convex Constraints for Multimodel Image Alignment Yiqing Zhang Xinming Huang Ziming Zhang 34 4 0 21 Mar 2023
Learning Audio-Visual Source Localization via False Negative Aware Contrastive Learning Weixuan Sun Jiayi Zhang Jianyuan Wang Zheyuan Liu Yiran Zhong Tianpeng Feng Yandong Guo Yanhao Zhang Nick Barnes SSL 19 43 0 20 Mar 2023
Nearest-Neighbor Inter-Intra Contrastive Learning from Unlabeled Videos D. Fan De-Yun Yang Xinyu Li Vimal Bhat M. Rohith SSL 15 1 0 13 Mar 2023
TranSG: Transformer-Based Skeleton Graph Prototype Contrastive Learning with Structure-Trajectory Prompted Reconstruction for Person Re-Identification Haocong Rao Chun Miao 14 25 0 13 Mar 2023
Centroid-centered Modeling for Efficient Vision Transformer Pre-training Xin Yan Zuchao Li Lefei Zhang Bo Du Dacheng Tao VLM 30 0 0 08 Mar 2023
Self-Supervised Learning for Group Equivariant Neural Networks Yusuke Mukuta Tatsuya Harada SSL 30 0 0 08 Mar 2023
Meta-Explore: Exploratory Hierarchical Vision-and-Language Navigation Using Scene Object Spectrum Grounding Minyoung Hwang Jaeyeon Jeong Minsoo Kim Yoonseon Oh Songhwai Oh 17 19 0 07 Mar 2023
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 45 22 0 04 Mar 2023
Self-Supervised Interest Transfer Network via Prototypical Contrastive Learning for Recommendation Guoqiang Sun Yibin Shen Sijing Zhou Xiang Chen Hongyan Liu Chunming Wu Chenyi Lei Xianhui Wei Fei Fang 15 10 0 28 Feb 2023
A Prototypical Semantic Decoupling Method via Joint Contrastive Learning for Few-Shot Name Entity Recognition Guanting Dong Zechen Wang Liwen Wang Daichi Guo Dayuan Fu ... Tingfeng Hui Keqing He Xinyue Cui QiXiang Gao Weiran Xu 18 7 0 27 Feb 2023
Partial Label Learning for Emotion Recognition from EEG Guangyi Zhang Ali Etemad 41 2 0 25 Feb 2023
SGL-PT: A Strong Graph Learner with Graph Prompt Tuning Yun Zhu Jianhao Guo Siliang Tang 17 28 0 24 Feb 2023
InfoNCE Loss Provably Learns Cluster-Preserving Representations Advait Parulekar Liam Collins Karthikeyan Shanmugam Aryan Mokhtari Sanjay Shakkottai SSL 32 20 0 15 Feb 2023
Continuous Learning for Android Malware Detection Yizheng Chen Zhoujie Ding David A. Wagner 29 32 0 08 Feb 2023
Multi-view Feature Extraction based on Dual Contrastive Head Hongjie Zhang 18 1 0 08 Feb 2023
Cluster-Level Contrastive Learning for Emotion Recognition in Conversations Kailai Yang Tianlin Zhang Hassan Alhuzali Sophia Ananiadou 29 43 0 07 Feb 2023