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
Gradually Vanishing Gap in Prototypical Network for Unsupervised Domain Adaptation Shanshan Wang Hao Zhou Xun Yang Zhenwei He Meng Wang Xingyi Zhang Meng Wang 99 0 0 28 May 2024
Instruct-ReID++: Towards Universal Purpose Instruction-Guided Person Re-identification Weizhen He Yiheng Deng Yunfeng Yan Feng Zhu Yizhou Wang Lei Bai Qingsong Xie Donglian Qi Wanli Ouyang Shixiang Tang 164 3 0 28 May 2024
A Recipe for Unbounded Data Augmentation in Visual Reinforcement Learning Abdulaziz Almuzairee Nicklas Hansen Henrik I. Christensen 79 7 0 27 May 2024
Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach Huy V. Vo Vasil Khalidov Timothée Darcet Théo Moutakanni Nikita Smetanin ... Maxime Oquab Armand Joulin Hervé Jégou Patrick Labatut Piotr Bojanowski SSL 164 23 0 24 May 2024
Dynamic Identity-Guided Attention Network for Visible-Infrared Person Re-identification Peng Gao Yujian Lee Hui Zhang Xubo Liu Yiyang Hu Guquan Jing 75 1 0 21 May 2024
EmInspector: Combating Backdoor Attacks in Federated Self-Supervised Learning Through Embedding Inspection Yuwen Qian Shuchi Wu Kang Wei Ming Ding Di Xiao Tao Xiang Chuan Ma Song Guo FedML AAML 91 0 0 21 May 2024
EPL: Empirical Prototype Learning for Deep Face Recognition Weijia Fan Jiajun Wen Xi Jia Linlin Shen Jiancan Zhou Qiufu Li VLM 124 3 0 21 May 2024
DINO as a von Mises-Fisher mixture model Hariprasath Govindarajan Per Sidén Jacob Roll Fredrik Lindsten 94 12 0 17 May 2024
Enhancing Semantics in Multimodal Chain of Thought via Soft Negative Sampling Guangmin Zheng Jin Wang Xiaobing Zhou Xuejie Zhang LRM 58 2 0 16 May 2024
A Survey of Generative Techniques for Spatial-Temporal Data Mining Qianru Zhang Haixin Wang Cheng Long Liangcai Su Xingwei He ... Tailin Wu Hongzhi Yin Siu-Ming Yiu Qi Tian Christian S. Jensen AI4TS 95 9 0 15 May 2024
DDPM-MoCo: Advancing Industrial Surface Defect Generation and Detection with Generative and Contrastive Learning Yangfan He Xinyan Wang Tianyu Shi 106 6 0 09 May 2024
S3Former: Self-supervised High-resolution Transformer for Solar PV Profiling Minh-Triet Tran Adrian de Luis Haitao Liao Ying Huang Roy McCann Alan Mantooth Jack Cothren Ngan Le 258 0 0 07 May 2024
A Generalization Theory of Cross-Modality Distillation with Contrastive Learning Hangyu Lin Chen Liu Chengming Xu Zhengqi Gao Yanwei Fu Yuan Yao VLM 112 1 0 06 May 2024
Self-Supervised Learning for Interventional Image Analytics: Towards Robust Device Trackers Saahil Islam Venkatesh N. Murthy Dominik Neumann Badhan Kumar Das Puneet Sharma Andreas Maier Dorin Comaniciu Florin-Cristian Ghesu 103 1 0 02 May 2024
UniGen: Universal Domain Generalization for Sentiment Classification via Zero-shot Dataset Generation Juhwan Choi Yeonghwa Kim Seunguk Yu Jungmin Yun Youngbin Kim 86 3 0 02 May 2024
Deep Metric Learning-Based Out-of-Distribution Detection with Synthetic Outlier Exposure Assefa Seyoum Wahd 142 0 0 01 May 2024
On Improving the Algorithm-, Model-, and Data- Efficiency of Self-Supervised Learning Yunhao Cao Jianxin Wu 70 0 0 30 Apr 2024
Integrating Present and Past in Unsupervised Continual Learning Yipeng Zhang Laurent Charlin R. Zemel Mengye Ren CLL 74 4 0 29 Apr 2024
Deep Boosting Learning: A Brand-new Cooperative Approach for Image-Text Matching Haiwen Diao Ying Zhang Shang Gao Xiang Ruan Huchuan Lu 72 4 0 28 Apr 2024
Improving Smart Contract Security with Contrastive Learning-based Vulnerability Detection Yizhou Chen Zeyu Sun Zhihao Gong Dan Hao AAML 67 16 0 27 Apr 2024
Self-supervised visual learning in the low-data regime: a comparative evaluation Sotirios Konstantakos Despina Ioanna Chalkiadaki Ioannis Mademlis Yuki M. Asano E. Gavves Georgios Th. Papadopoulos 127 6 0 26 Apr 2024
Understanding Hyperbolic Metric Learning through Hard Negative Sampling Yun Yue Fangzhou Lin Guanyi Mou Ziming Zhang SSL 80 2 0 23 Apr 2024
LaneCorrect: Self-supervised Lane Detection Ming-Jun Nie Xinyue Cai Han Xu Li Zhang SSL 122 4 0 23 Apr 2024
Multi-view Disentanglement for Reinforcement Learning with Multiple Cameras Mhairi Dunion Stefano V. Albrecht 89 5 0 22 Apr 2024
CKD: Contrastive Knowledge Distillation from A Sample-wise Perspective Wencheng Zhu Xin Zhou Pengfei Zhu Yu Wang Qinghua Hu VLM 141 1 0 22 Apr 2024
Dynamic in Static: Hybrid Visual Correspondence for Self-Supervised Video Object Segmentation Gensheng Pei Yazhou Yao Jianbo Jiao Wenguan Wang Liqiang Nie Jinhui Tang VOS 98 1 0 21 Apr 2024
Improving Composed Image Retrieval via Contrastive Learning with Scaling Positives and Negatives Zhangchi Feng Richong Zhang Zhijie Nie 148 10 0 17 Apr 2024
Bridging Vision and Language Spaces with Assignment Prediction Jungin Park Jiyoung Lee Kwanghoon Sohn VLM 97 7 0 15 Apr 2024
Learning Tracking Representations from Single Point Annotations Qiangqiang Wu Antoni B. Chan 72 1 0 15 Apr 2024
FedCCL: Federated Dual-Clustered Feature Contrast Under Domain Heterogeneity Yu Qiao Huy Q. Le Mengchun Zhang Apurba Adhikary Chaoning Zhang Choong Seon Hong FedML 81 10 0 14 Apr 2024
Backdoor Contrastive Learning via Bi-level Trigger Optimization Weiyu Sun Xinyu Zhang Hao Lu Ying-Cong Chen Ting Wang Jinghui Chen Lu Lin 75 6 0 11 Apr 2024
Logit Calibration and Feature Contrast for Robust Federated Learning on Non-IID Data Yu Qiao Chaoning Zhang Apurba Adhikary Choong Seon Hong FedML 75 7 0 10 Apr 2024
Decoupling Static and Hierarchical Motion Perception for Referring Video Segmentation Shuting He Henghui Ding VOS 85 25 0 04 Apr 2024
Representation Alignment Contrastive Regularization for Multi-Object Tracking Zhonglin Liu Shujie Chen Jianfeng Dong Xun Wang Di Zhou VOT 89 1 0 03 Apr 2024
DELAN: Dual-Level Alignment for Vision-and-Language Navigation by Cross-Modal Contrastive Learning Mengfei Du Binhao Wu Jiwen Zhang Zhihao Fan Zejun Li Ruipu Luo Xuanjing Huang Zhongyu Wei 69 3 0 02 Apr 2024
A Universal Knowledge Embedded Contrastive Learning Framework for Hyperspectral Image Classification Quanwei Liu Yanni Dong Wei Chen Lefei Zhang Bo Du VLM 72 3 0 02 Apr 2024
Mind Your Neighbours: Leveraging Analogous Instances for Rhetorical Role Labeling for Legal Documents Santosh T.Y.S.S Hassan Sarwat Ahmed Abdou Matthias Grabmair AILaw 68 4 0 31 Mar 2024
Heterogeneous Network Based Contrastive Learning Method for PolSAR Land Cover Classification Jianfeng Cai Yue Ma Zhixi Feng Shuyuan Yang 57 2 0 29 Mar 2024
SelfReplay: Adapting Self-Supervised Sensory Models via Adaptive Meta-Task Replay Hyungjun Yoon Jaehyun Kwak Biniyam Aschalew Tolera Gaole Dai Mo Li Taesik Gong Kimin Lee Sung-Ju Lee SSL VLM 123 0 0 29 Mar 2024
MVEB: Self-Supervised Learning with Multi-View Entropy Bottleneck Liangjiang Wen Xiasi Wang Jianzhuang Liu Zenglin Xu 54 3 0 28 Mar 2024
TransFusion: Contrastive Learning with Transformers Huanran Li Daniel Pimentel-Alarcón 59 0 0 27 Mar 2024
Improving Content Recommendation: Knowledge Graph-Based Semantic Contrastive Learning for Diversity and Cold-Start Users Yejin Kim Scott Rome Kevin Foley Mayur Nankani Rimon Melamed Javier Morales Abhay Yadav Maria Peifer Sardar Hamidian H. H. Huang 93 0 0 27 Mar 2024
Efficient Image Pre-Training with Siamese Cropped Masked Autoencoders Alexandre Eymaël Renaud Vandeghen A. Cioppa Silvio Giancola Guohao Li Marc Van Droogenbroeck ViT 77 8 0 26 Mar 2024
Piecewise-Linear Manifolds for Deep Metric Learning Shubhang Bhatnagar Narendra Ahuja 115 4 0 22 Mar 2024
Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimation Minqin Zhu Anpeng Wu Haoxuan Li Ruoxuan Xiong Bo Li ... Xuan Qin Peng Zhen Jiecheng Guo Leilei Gan Kun Kuang CML 81 10 0 21 Mar 2024
Application of Tensorized Neural Networks for Cloud Classification Alifu Xiafukaiti Devanshu Garg Aruto Hosaka Koichi Yanagisawa Yuichiro Minato Tsuyoshi Yoshida 45 0 0 21 Mar 2024
On Pretraining Data Diversity for Self-Supervised Learning Hasan Hammoud Tuhin Das Fabio Pizzati Philip Torr Adel Bibi Guohao Li 155 3 0 20 Mar 2024
When Do We Not Need Larger Vision Models? Baifeng Shi Ziyang Wu Maolin Mao Xin Wang Trevor Darrell VLM LRM 119 47 0 19 Mar 2024
GenView: Enhancing View Quality with Pretrained Generative Model for Self-Supervised Learning Xiaojie Li Yibo Yang Hefei Ling Jianlong Wu Yue Yu Guohao Li Min Zhang SSL 101 6 0 18 Mar 2024
Siamese Learning with Joint Alignment and Regression for Weakly-Supervised Video Paragraph Grounding Chaolei Tan Jian-Huang Lai Wei-Shi Zheng Jianfang Hu AI4TS 128 5 0 18 Mar 2024