Prototypical Contrastive Learning of Unsupervised Representations

11 May 2020

Papers citing "Prototypical Contrastive Learning of Unsupervised Representations"

50 / 581 papers shown

Title
Prototype-based HyperAdapter for Sample-Efficient Multi-task Tuning Hao Zhao Jie Fu Zhaofeng He 105 6 0 18 Oct 2023
Continual Generalized Intent Discovery: Marching Towards Dynamic and Open-world Intent Recognition Xiaoshuai Song Yutao Mou Keqing He Yueyan Qiu Pei Wang Weiran Xu 21 2 0 16 Oct 2023
DNA: Denoised Neighborhood Aggregation for Fine-grained Category Discovery Wenbin An Feng Tian Wenkai Shi Yan Chen Qinghua Zheng Qianying Wang Ping Chen 32 5 0 16 Oct 2023
CAPro: Webly Supervised Learning with Cross-Modality Aligned Prototypes Yulei Qin Xingyu Chen Yunhang Shen Chaoyou Fu Yun Gu Ke Li Xing Sun Rongrong Ji 29 3 0 15 Oct 2023
Towards End-to-End Unsupervised Saliency Detection with Self-Supervised Top-Down Context Yicheng Song Shuyong Gao Haozhe Xing Yiting Cheng Yan Wang Wenqiang Zhang 8 1 0 14 Oct 2023
Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning Yihua Zhang Yimeng Zhang Aochuan Chen Jinghan Jia Jiancheng Liu Gaowen Liu Min-Fong Hong Shiyu Chang Sijia Liu AAML 29 8 0 13 Oct 2023
ProtoHPE: Prototype-guided High-frequency Patch Enhancement for Visible-Infrared Person Re-identification Gui-Xu Zhang Yongfei Zhang Zichang Tan 15 10 0 11 Oct 2023
Utilizing Synthetic Data for Medical Vision-Language Pre-training: Bypassing the Need for Real Images Che Liu Anand Shah Wenjia Bai Rossella Arcucci MedIm 29 12 0 10 Oct 2023
SemST: Semantically Consistent Multi-Scale Image Translation via Structure-Texture Alignment Ganning Zhao Wenhui Cui Suya You C.-C. Jay Kuo 32 2 0 08 Oct 2023
Encoder-Decoder Based Long Short-Term Memory (LSTM) Model for Video Captioning Sikiru Adewale Tosin Ige Bolanle Hafiz Matti VLM 9 4 0 02 Oct 2023
Siamese Representation Learning for Unsupervised Relation Extraction Guangxin Zhang Shu Chen SSL 15 2 0 01 Oct 2023
Masked Image Residual Learning for Scaling Deeper Vision Transformers Guoxi Huang Hongtao Fu A. Bors 26 7 0 25 Sep 2023
Learning to Drive Anywhere Ruizhao Zhu Peng Huang Eshed Ohn-Bar Venkatesh Saligrama 42 6 0 21 Sep 2023
ProtoKD: Learning from Extremely Scarce Data for Parasite Ova Recognition Shubham Trehan U. Ramachandran Ruth Scimeca Sathyanarayanan N. Aakur 19 0 0 18 Sep 2023
Road Disease Detection based on Latent Domain Background Feature Separation and Suppression Juwu Zheng Jiangtao Ren 19 2 0 14 Sep 2023
Prototype-based Dataset Comparison N. V. Noord 28 6 0 05 Sep 2023
Robust Representation Learning for Unreliable Partial Label Learning Yuge Shi Dongze Wu Xin Geng Min-Ling Zhang 11 2 0 31 Aug 2023
Exploring Model Transferability through the Lens of Potential Energy Xiaotong Li Zixuan Hu Yixiao Ge Ying Shan Ling-Yu Duan 27 7 0 29 Aug 2023
Self-Supervised Representation Learning with Cross-Context Learning between Global and Hypercolumn Features Zheng Gao Chen Feng Ioannis Patras SSL 12 3 0 25 Aug 2023
A Co-training Approach for Noisy Time Series Learning Weiqi Zhang Jianfeng Zhang Jia Li Fugee Tsung AI4TS 31 12 0 24 Aug 2023
DR-Tune: Improving Fine-tuning of Pretrained Visual Models by Distribution Regularization with Semantic Calibration Nana Zhou Jiaxin Chen Di Huang 19 4 0 23 Aug 2023
TEST: Text Prototype Aligned Embedding to Activate LLM's Ability for Time Series Chenxi Sun Hongyan Li Yaliang Li linda Qiao AI4TS 21 111 0 16 Aug 2023
SimMatchV2: Semi-Supervised Learning with Graph Consistency Mingkai Zheng Shan You Lang Huang Chen Luo Fei Wang Chao Qian Chang Xu SSL 21 7 0 13 Aug 2023
UFed-GAN: A Secure Federated Learning Framework with Constrained Computation and Unlabeled Data Achintha Wijesinghe Songyang Zhang Siyu Qi Zhi Ding FedML 19 2 0 10 Aug 2023
Feature-Suppressed Contrast for Self-Supervised Food Pre-training Xinda Liu Yaohui Zhu Linhu Liu Jiang Tian Lili Wang SSL 20 2 0 07 Aug 2023
Unsupervised Representation Learning for Time Series: A Review Qianwen Meng Hangwei Qian Yong Liu Yonghui Xu Zhiqi Shen Li-zhen Cui AI4TS 30 17 0 03 Aug 2023
Continual Domain Adaptation on Aerial Images under Gradually Degrading Weather C. S. Jahan Andreas E. Savakis 9 1 0 02 Aug 2023
Online Prototype Learning for Online Continual Learning Yujie Wei Jiaxin Ye Zhizhong Huang Junping Zhang Hongming Shan CLL OnRL 27 39 0 01 Aug 2023
Rethinking Noisy Label Learning in Real-world Annotation Scenarios from the Noise-type Perspective Renyu Zhu Haoyu Liu Runze Wu Min-Hsien Lin Tangjie Lv Changjie Fan Haobo Wang NoLa 19 1 0 28 Jul 2023
Clustering based Point Cloud Representation Learning for 3D Analysis Tuo Feng Wenguan Wang Xiaohan Wang Yi Yang Qinghua Zheng 3DPC 28 26 0 27 Jul 2023
Gaussian Graph with Prototypical Contrastive Learning in E-Commerce Bundle Recommendation Zhao-Yang Liu Liucheng Sun Chenwei Weng Qijin Chen Chengfu Huo 11 1 0 25 Jul 2023
MARIO: Model Agnostic Recipe for Improving OOD Generalization of Graph Contrastive Learning Yun Zhu Haizhou Shi Zhenshuo Zhang Siliang Tang 18 8 0 24 Jul 2023
Hierarchical Skeleton Meta-Prototype Contrastive Learning with Hard Skeleton Mining for Unsupervised Person Re-Identification Haocong Rao Cyril Leung Chun Miao 3DH 23 8 0 24 Jul 2023
SLPD: Slide-level Prototypical Distillation for WSIs Zhimiao Yu Tiancheng Lin Yi Xu 20 6 0 20 Jul 2023
Semantic-Aware Dual Contrastive Learning for Multi-label Image Classification Lei Ma Dengdi Sun Lei Wang Hai Zhao Bin Luo VLM 34 6 0 19 Jul 2023
Prototypical Contrastive Transfer Learning for Multimodal Language Understanding Seitaro Otsuki Shintaro Ishikawa K. Sugiura 41 1 0 12 Jul 2023
Exploration and Exploitation of Unlabeled Data for Open-Set Semi-Supervised Learning Ganlong Zhao Guanbin Li Yipeng Qin Jinjin Zhang Z. Chai Xiaolin K. Wei Liang Lin Yizhou Yu 32 1 0 30 Jun 2023
Subclass-balancing Contrastive Learning for Long-tailed Recognition Chengkai Hou Jieyu Zhang Hong Wang Tianyi Zhou 21 21 0 28 Jun 2023
GraSS: Contrastive Learning with Gradient Guided Sampling Strategy for Remote Sensing Image Semantic Segmentation Zhaoyang Zhang Zhen Ren Chao Tao Yunsheng Zhang Cheng-Shuang Peng Haifeng Li SSL 35 12 0 28 Jun 2023
ConKI: Contrastive Knowledge Injection for Multimodal Sentiment Analysis Yu Mingjun Zhao Shiguang Qi Feiran Sun Baoxun Wang Weidong Guo Xiaoli Wang Lei Yang Di Niu 11 10 0 27 Jun 2023
Histopathology Image Classification using Deep Manifold Contrastive Learning J. Tan Won-Ki Jeong 14 2 0 26 Jun 2023
Relating tSNE and UMAP to Classical Dimensionality Reduction Andrew Draganov Simon Dohn FAtt 25 4 0 20 Jun 2023
Personalized Federated Learning with Feature Alignment and Classifier Collaboration Jian Xu Xin-Yi Tong Shao-Lun Huang FedML 26 100 0 20 Jun 2023
Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress, and Prospects Kexin Zhang Qingsong Wen Chaoli Zhang Rongyao Cai Ming Jin ... James Y. Zhang Y. Liang Guansong Pang Dongjin Song Shirui Pan AI4TS 111 102 0 16 Jun 2023
Contrast, Stylize and Adapt: Unsupervised Contrastive Learning Framework for Domain Adaptive Semantic Segmentation Tianyu Li Subhankar Roy Huayi Zhou Hongtao Lu Stéphane Lathuilière 21 12 0 15 Jun 2023
MetricPrompt: Prompting Model as a Relevance Metric for Few-shot Text Classification Hongyuan Dong Weinan Zhang Wanxiang Che VLM 13 2 0 15 Jun 2023
Semi-supervised learning made simple with self-supervised clustering Enrico Fini Pietro Astolfi Alahari Karteek Xavier Alameda-Pineda Julien Mairal Moin Nabi Elisa Ricci SSL 34 24 0 13 Jun 2023
FLSL: Feature-level Self-supervised Learning Qing Su Anton Netchaev Hai Helen Li Shihao Ji 22 4 0 09 Jun 2023
Contrastive Representation Disentanglement for Clustering Fei Ding Dan Zhang Yin Yang V. Krovi Feng Luo SSL DRL 17 0 0 08 Jun 2023
CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification Nan Yin Libin Shen Mengzhu Wang L. Lan Zeyu Ma C. L. Philip Chen Xiansheng Hua Xiao Luo 31 43 0 08 Jun 2023