Prototypical Contrastive Learning of Unsupervised Representations

11 May 2020

Papers citing "Prototypical Contrastive Learning of Unsupervised Representations"

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Title
Low-Rank Graph Contrastive Learning for Node Classification Yancheng Wang Yingzhen Yang 20 2 0 14 Feb 2024
Modeling Balanced Explicit and Implicit Relations with Contrastive Learning for Knowledge Concept Recommendation in MOOCs Hengnian Gu Zhiyi Duan Pan Xie Dongdai Zhou AI4Ed 19 1 0 13 Feb 2024
Topic Modeling as Multi-Objective Contrastive Optimization Thong Nguyen Xiaobao Wu Xinshuai Dong Cong-Duy Nguyen See-Kiong Ng A. Luu 35 6 0 12 Feb 2024
Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT Jon Saad-Falcon Daniel Y. Fu Simran Arora Neel Guha Christopher Ré RALM 32 16 0 12 Feb 2024
Learning with Mixture of Prototypes for Out-of-Distribution Detection Haodong Lu Dong Gong Shuo Wang Jason Xue Lina Yao Kristen Moore OODD 55 22 0 05 Feb 2024
Deep Spectral Improvement for Unsupervised Image Instance Segmentation Farnoosh Arefi Amir M. Mansourian S. Kasaei ISeg 31 1 0 04 Feb 2024
Learning Label Hierarchy with Supervised Contrastive Learning Ruixue Lian W. Sethares Junjie Hu 27 1 0 31 Jan 2024
Better Representations via Adversarial Training in Pre-Training: A Theoretical Perspective Yue Xing Xiaofeng Lin Qifan Song Yi Tian Xu Belinda Zeng Guang Cheng SSL 15 0 0 26 Jan 2024
Asymptotic Midpoint Mixup for Margin Balancing and Moderate Broadening Hoyong Kim Semi Lee Kangil Kim CLL 24 2 0 26 Jan 2024
Deep Clustering with Diffused Sampling and Hardness-aware Self-distillation Hai-Xin Zhang Dong Huang 27 0 0 25 Jan 2024
Towards Efficient and Effective Deep Clustering with Dynamic Grouping and Prototype Aggregation Hai-Xin Zhang Dong Huang 11 0 0 24 Jan 2024
Learning Representations for Clustering via Partial Information Discrimination and Cross-Level Interaction Hai-Xin Zhang Dong Huang Hua-Bao Ling Guang-Yu Zhang Wei-jun Sun Zi-hao Wen 15 0 0 24 Jan 2024
CPCL: Cross-Modal Prototypical Contrastive Learning for Weakly Supervised Text-based Person Re-Identification Yanwei Zheng Xinpeng Zhao Chuanlin Lan Xiaowei Zhang Bowen Huang Jibin Yang Dongxiao Yu VLM 26 0 0 18 Jan 2024
End-to-end Learnable Clustering for Intent Learning in Recommendation Yue Liu Shihao Zhu Jun-Xiong Xia Yingwei Ma Jian Ma Wenliang Zhong Xinwang Liu Guannan Zhang Kejun Zhang 34 9 0 11 Jan 2024
Exploiting Data Hierarchy as a New Modality for Contrastive Learning Arjun Bhalla Daniel Levenson Jan Bernhard Anton Abilov 18 0 0 06 Jan 2024
Self-supervised Reflective Learning through Self-distillation and Online Clustering for Speaker Representation Learning Danwei Cai Zexin Cai Ming Li 17 0 0 03 Jan 2024
Masked Modeling for Self-supervised Representation Learning on Vision and Beyond Siyuan Li Luyuan Zhang Zedong Wang Di Wu Lirong Wu ... Jun-Xiong Xia Cheng Tan Yang Liu Baigui Sun Stan Z. Li SSL 33 14 0 31 Dec 2023
Balanced Multi-modal Federated Learning via Cross-Modal Infiltration Yunfeng Fan Wenchao Xu Haozhao Wang Jiaqi Zhu Song Guo 26 0 0 31 Dec 2023
An Adaptive Framework of Geographical Group-Specific Network on O2O Recommendation Luo Ji Jiayu Mao Hailong Shi Qian Li Yunfei Chu Hongxia Yang 11 0 0 28 Dec 2023
Transfer and Alignment Network for Generalized Category Discovery Wenbin An Feng Tian Wenkai Shi Yan Chen Y. Wu Qianying Wang Ping Chen 22 7 0 27 Dec 2023
Federated Continual Novel Class Learning Lixu Wang Chenxi Liu Junfeng Guo Jiahua Dong Xiao Wang Heng-Chiao Huang Qi Zhu CLL FedML 32 2 0 21 Dec 2023
CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-Modal Multi-Label Emotion Recognition Cheng Peng Ke Chen Lidan Shou Gang Chen 26 8 0 15 Dec 2023
ERASE: Error-Resilient Representation Learning on Graphs for Label Noise Tolerance Ling-Hao Chen Yuanshuo Zhang Taohua Huang Liangcai Su Zeyi Lin Xi Xiao Xiaobo Xia Tongliang Liu NoLa 28 9 0 13 Dec 2023
EdgePruner: Poisoned Edge Pruning in Graph Contrastive Learning Hiroya Kato Kento Hasegawa Seira Hidano Kazuhide Fukushima AAML 30 0 0 12 Dec 2023
Proxy-based Item Representation for Attribute and Context-aware Recommendation Jinseok Seol Minseok Gang Sang-goo Lee Jaehui Park 18 4 0 11 Dec 2023
The Counterattack of CNNs in Self-Supervised Learning: Larger Kernel Size might be All You Need Tianjin Huang Tianlong Chen Zhangyang Wang Shiwei Liu 32 1 0 09 Dec 2023
Unsupervised Multi-modal Feature Alignment for Time Series Representation Learning Cheng Liang Donghua Yang Zhiyu Liang Hongzhi Wang Zheng Liang Xiyang Zhang Jianfeng Huang AI4TS 143 1 0 09 Dec 2023
Improved Face Representation via Joint Label Classification and Supervised Contrastive Clustering Zhenduo Zhang CVBM 23 0 0 07 Dec 2023
ImbaGCD: Imbalanced Generalized Category Discovery Ziyun Li Ben Dai Furkan Simsek Christoph Meinel Haojin Yang 29 2 0 04 Dec 2023
Improving Unsupervised Relation Extraction by Augmenting Diverse Sentence Pairs Qing Wang Kang Zhou Qiao Qiao Yuepei Li Qi Li 19 6 0 01 Dec 2023
Learning Anatomically Consistent Embedding for Chest Radiography Ziyu Zhou Haozhe Luo Jiaxuan Pang Xiaowei Ding Michael B. Gotway Jianming Liang SSL 9 5 0 01 Dec 2023
Text Attribute Control via Closed-Loop Disentanglement Lei Sha Thomas Lukasiewicz DRL 30 2 0 01 Dec 2023
Scene Summarization: Clustering Scene Videos into Spatially Diverse Frames Chao-Yeh Chen Mingzhi Zhu Ankush Pratap Singh Yu Yan Felix Juefei Xu Chen Feng 30 1 0 28 Nov 2023
Concept Distillation: Leveraging Human-Centered Explanations for Model Improvement Avani Gupta Saurabh Saini P. J. Narayanan 23 6 0 26 Nov 2023
Class Gradient Projection For Continual Learning Cheng Chen Ji Zhang Jingkuan Song Lianli Gao CLL 11 16 0 25 Nov 2023
Understanding Self-Supervised Features for Learning Unsupervised Instance Segmentation Paul Engstler Luke Melas-Kyriazi Christian Rupprecht Iro Laina SSL 20 3 0 24 Nov 2023
OmniSeg3D: Omniversal 3D Segmentation via Hierarchical Contrastive Learning Haiyang Ying Yixuan Yin Jinzhi Zhang Fan Wang Tao Yu Ruqi Huang Lu Fang 10 29 0 20 Nov 2023
Combining Past, Present and Future: A Self-Supervised Approach for Class Incremental Learning Xiaoshuang Chen Zhongyi Sun Ke Yan Shouhong Ding Hongtao Lu CLL 30 1 0 15 Nov 2023
Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation Fei Zhang Tianfei Zhou Boyang Li Hao He Chaofan Ma Tianjiao Zhang Jiangchao Yao Ya-Qin Zhang Yanfeng Wang VLM 37 17 0 29 Oct 2023
CHAIN: Exploring Global-Local Spatio-Temporal Information for Improved Self-Supervised Video Hashing Rukai Wei Yu Liu Jingkuan Song Heng Cui Yanzhao Xie Ke Zhou 21 9 0 29 Oct 2023
Exploring Data Augmentations on Self-/Semi-/Fully- Supervised Pre-trained Models Shentong Mo Zhun Sun Chao Li 4 2 0 28 Oct 2023
Patch-Wise Self-Supervised Visual Representation Learning: A Fine-Grained Approach Ali Javidani Mohammad Amin Sadeghi Babak Nadjar Araabi 25 0 0 28 Oct 2023
Grid Jigsaw Representation with CLIP: A New Perspective on Image Clustering Zijie Song Zhenzhen Hu Richang Hong SSL 40 0 0 27 Oct 2023
Combating Representation Learning Disparity with Geometric Harmonization Zhihan Zhou Jiangchao Yao Feng Hong Ya-Qin Zhang Bo Han Yanfeng Wang 25 12 0 26 Oct 2023
Prototypical Contrastive Learning-based CLIP Fine-tuning for Object Re-identification Jiachen Li Xiaojin Gong VLM 14 3 0 26 Oct 2023
A Diffusion Weighted Graph Framework for New Intent Discovery Wenkai Shi Wenbin An Feng Tian Qinghua Zheng Qianying Wang Ping Chen DiffM 18 9 0 24 Oct 2023
GRENADE: Graph-Centric Language Model for Self-Supervised Representation Learning on Text-Attributed Graphs Yichuan Li Kaize Ding Kyumin Lee SSL 12 24 0 23 Oct 2023
APP: Adaptive Prototypical Pseudo-Labeling for Few-shot OOD Detection Pei Wang Keqing He Yutao Mou Xiaoshuai Song Yanan Wu Jingang Wang Yunsen Xian Xunliang Cai Weiran Xu 16 3 0 20 Oct 2023
Representation Learning via Consistent Assignment of Views over Random Partitions T. Silva Adín Ramirez Rivera SSL 19 2 0 19 Oct 2023
Improving Representation Learning for Histopathologic Images with Cluster Constraints Weiyi Wu Chongyang Gao Joseph DiPalma Soroush Vosoughi Saeed Hassanpour 35 3 0 18 Oct 2023