Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination

5 May 2018

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

50 / 1,919 papers shown

Title
Understanding Hyperbolic Metric Learning through Hard Negative Sampling Yun Yue Fangzhou Lin Guanyi Mou Ziming Zhang SSL 30 1 0 23 Apr 2024
LaneCorrect: Self-supervised Lane Detection Ming-Jun Nie Xinyue Cai Han Xu Li Zhang SSL 62 4 0 23 Apr 2024
Multi-view Disentanglement for Reinforcement Learning with Multiple Cameras Mhairi Dunion Stefano V. Albrecht 27 4 0 22 Apr 2024
CKD: Contrastive Knowledge Distillation from A Sample-wise Perspective Wencheng Zhu Xin Zhou Pengfei Zhu Yu Wang Qinghua Hu VLM 56 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 32 1 0 21 Apr 2024
Improving Composed Image Retrieval via Contrastive Learning with Scaling Positives and Negatives Zhangchi Feng Richong Zhang Zhijie Nie 41 7 0 17 Apr 2024
Bridging Vision and Language Spaces with Assignment Prediction Jungin Park Jiyoung Lee Kwanghoon Sohn VLM 29 6 0 15 Apr 2024
Learning Tracking Representations from Single Point Annotations Qiangqiang Wu Antoni B. Chan 27 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 40 9 0 14 Apr 2024
Backdoor Contrastive Learning via Bi-level Trigger Optimization Weiyu Sun Xinyu Zhang Hao Lu Ying Chen Ting Wang Jinghui Chen Lu Lin 34 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 33 7 0 10 Apr 2024
Decoupling Static and Hierarchical Motion Perception for Referring Video Segmentation Shuting He Henghui Ding VOS 35 23 0 04 Apr 2024
Representation Alignment Contrastive Regularization for Multi-Object Tracking Zhonglin Liu Shujie Chen Jianfeng Dong Xun Wang Di Zhou VOT 27 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 33 3 0 02 Apr 2024
A Universal Knowledge Embedded Contrastive Learning Framework for Hyperspectral Image Classification Quanwei Liu Yanni Dong Tao Huang Lefei Zhang Bo Du VLM 32 1 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 27 2 0 31 Mar 2024
Heterogeneous Network Based Contrastive Learning Method for PolSAR Land Cover Classification Jianfeng Cai Yue Ma Zhixi Feng Shuyuan Yang 19 1 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 39 0 0 29 Mar 2024
MVEB: Self-Supervised Learning with Multi-View Entropy Bottleneck Liangjiang Wen Xiasi Wang Jianzhuang Liu Zenglin Xu 23 2 0 28 Mar 2024
TransFusion: Contrastive Learning with Transformers Huanran Li Daniel Pimentel-Alarcón 32 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 45 0 0 27 Mar 2024
Efficient Image Pre-Training with Siamese Cropped Masked Autoencoders Alexandre Eymaël Renaud Vandeghen A. Cioppa Silvio Giancola Bernard Ghanem Marc Van Droogenbroeck ViT 38 6 0 26 Mar 2024
Piecewise-Linear Manifolds for Deep Metric Learning Shubhang Bhatnagar Narendra Ahuja 30 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 Fei Wu Kun Kuang CML 34 9 0 21 Mar 2024
Application of Tensorized Neural Networks for Cloud Classification Alifu Xiafukaiti Devanshu Garg Aruto Hosaka Koichi Yanagisawa Yuichiro Minato Tsuyoshi Yoshida 25 0 0 21 Mar 2024
On Pretraining Data Diversity for Self-Supervised Learning Hasan Hammoud Tuhin Das Fabio Pizzati Philip H. S. Torr Adel Bibi Bernard Ghanem 100 2 0 20 Mar 2024
When Do We Not Need Larger Vision Models? Baifeng Shi Ziyang Wu Maolin Mao Xin Wang Trevor Darrell VLM LRM 54 40 0 19 Mar 2024
GenView: Enhancing View Quality with Pretrained Generative Model for Self-Supervised Learning Xiaojie Li Yibo Yang Xiangtai Li Jianlong Wu Yue Yu Bernard Ghanem Min Zhang SSL 32 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 38 5 0 18 Mar 2024
Region-aware Distribution Contrast: A Novel Approach to Multi-Task Partially Supervised Learning Meixuan Li Tianyu Li Guoqing Wang Peng Wang Yang Yang H. Shen 33 0 0 15 Mar 2024
Computer User Interface Understanding. A New Dataset and a Learning Framework Andrés Munoz Daniel Borrajo 27 0 0 15 Mar 2024
GET: Unlocking the Multi-modal Potential of CLIP for Generalized Category Discovery Enguang Wang Zhimao Peng Zhengyuan Xie Fei Yang Xialei Liu Ming-Ming Cheng 56 3 0 15 Mar 2024
Spatial-temporal Memories Enhanced Graph Autoencoder for Anomaly Detection in Dynamic Graphs Jie Liu Xuequn Shang Xiaolin Han Kai Zheng Hongzhi Yin 47 1 0 14 Mar 2024
CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised Transformers Shahaf Arica Or Rubin Sapir Gershov S. Laufer 24 6 0 12 Mar 2024
BID: Boundary-Interior Decoding for Unsupervised Temporal Action Localization Pre-Trainin Qihang Fang Chengcheng Tang Shugao Ma Yanchao Yang 37 1 0 12 Mar 2024
Learn and Search: An Elegant Technique for Object Lookup using Contrastive Learning Chandan Kumar Jansel Herrera-Gerena John Just Matthew J. Darr Ali Jannesari 44 0 0 12 Mar 2024
GRITv2: Efficient and Light-weight Social Relation Recognition Sagar Reddy Neeraj Kasera Avinash Thakur ViT 23 0 0 11 Mar 2024
Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference Benjamin Eysenbach Vivek Myers Ruslan Salakhutdinov Sergey Levine AI4TS 41 8 0 06 Mar 2024
LoDisc: Learning Global-Local Discriminative Features for Self-Supervised Fine-Grained Visual Recognition Jialu Shi Zhiqiang Wei Jie Nie Lei Huang SSL 35 0 0 06 Mar 2024
Membership Information Leakage in Federated Contrastive Learning Kongyang Chen Wenfeng Wang Zixin Wang Wangjun Zhang Zhipeng Li Yao Huang FedML 30 1 0 06 Mar 2024
Contrastive Learning of Person-independent Representations for Facial Action Unit Detection Yong Li Shiguang Shan 34 9 0 06 Mar 2024
BaCon: Boosting Imbalanced Semi-supervised Learning via Balanced Feature-Level Contrastive Learning Qianhan Feng Lujing Xie Shijie Fang Tong Lin 19 6 0 04 Mar 2024
Spatial Cascaded Clustering and Weighted Memory for Unsupervised Person Re-identification Jiahao Hong Jia-li Zuo Chuchu Han Ruochen Zheng Ming Tian Changxin Gao Nong Sang 34 1 0 01 Mar 2024
PRCL: Probabilistic Representation Contrastive Learning for Semi-Supervised Semantic Segmentation Haoyu Xie Changqi Wang Jian-jun Zhao Yang Liu Jun Dan Chong Fu Baigui Sun SSL 36 8 0 28 Feb 2024
ConjNorm: Tractable Density Estimation for Out-of-Distribution Detection Bo Peng Yadan Luo Yonggang Zhang Yixuan Li Zhen Fang 26 12 0 27 Feb 2024
Adapt Before Comparison: A New Perspective on Cross-Domain Few-Shot Segmentation Jonas Herzog SSeg 38 3 0 27 Feb 2024
PLReMix: Combating Noisy Labels with Pseudo-Label Relaxed Contrastive Representation Learning Xiaoyu Liu Beitong Zhou Cheng Cheng 32 3 0 27 Feb 2024
LocalGCL: Local-aware Contrastive Learning for Graphs Haojun Jiang Jiawei Sun Jie Li Chentao Wu SSL 25 0 0 27 Feb 2024
Does Negative Sampling Matter? A Review with Insights into its Theory and Applications Zhen Yang Ming Ding Tinglin Huang Yukuo Cen Junshuai Song Bin Xu Yuxiao Dong Jie Tang 30 9 0 27 Feb 2024
NeuralSI: Neural Design of Semantic Interaction for Interactive Deep Learning Yali Bian Rebecca Faust Chris North HAI 20 0 0 27 Feb 2024