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
Clustering-friendly Representation Learning for Enhancing Salient Features Toshiyuki Oshima Kentaro Takagi Kouta Nakata SSL 49 0 0 09 Aug 2024
Weakly Contrastive Learning via Batch Instance Discrimination and Feature Clustering for Small Sample SAR ATR Yikui Zhai Wenlve Zhou Bing Sun Jingwen Li Qirui Ke ... Junying Gan Chaoyun Mai R. D. Labati Vincenzo Piuri F. Scotti 74 19 0 07 Aug 2024
Distillation Learning Guided by Image Reconstruction for One-Shot Medical Image Segmentation Feng Zhou Yanjie Zhou Longjie Wang Yun Peng David E. Carlson Liyun Tu 92 1 0 07 Aug 2024
Contrastive Learning for Image Complexity Representation Shipeng Liu Liang Zhao Dengfeng Chen Zhanping Song 59 2 0 06 Aug 2024
Diffusion Model Meets Non-Exemplar Class-Incremental Learning and Beyond Jichuan Zhang Yali Li Xin Liu Shengjin Wang DiffM 85 1 0 06 Aug 2024
Safe Semi-Supervised Contrastive Learning Using In-Distribution Data as Positive Examples Mingu Kwak Hyungu Kahng Seoung Bum Kim 90 0 0 03 Aug 2024
Mobility-Aware Federated Self-supervised Learning in Vehicular Network Xueying Gu Qiong Wu Pingyi Fan Qian-Xi Fan 80 10 0 01 Aug 2024
Trajectory-aligned Space-time Tokens for Few-shot Action Recognition Pulkit Kumar Namitha Padmanabhan Luke Luo Sai Saketh Rambhatla Abhinav Shrivastava 95 4 0 25 Jul 2024
PiPa++: Towards Unification of Domain Adaptive Semantic Segmentation via Self-supervised Learning Mu Chen Zhedong Zheng Yi Yang 104 0 0 24 Jul 2024
SIGMA:Sinkhorn-Guided Masked Video Modeling Mohammadreza Salehi Michael Dorkenwald Fida Mohammad Thoker E. Gavves Cees G. M. Snoek Yuki M. Asano 96 7 0 22 Jul 2024
NeuroBind: Towards Unified Multimodal Representations for Neural Signals Fengyu Yang Chao Feng Daniel Wang Tianye Wang Ziyao Zeng ... Hyoungseob Park Pengliang Ji Han Zhao Yuanning Li Alex Wong 113 10 0 19 Jul 2024
Aligning Sight and Sound: Advanced Sound Source Localization Through Audio-Visual Alignment Arda Senocak H. Ryu Junsik Kim Tae-Hyun Oh Hanspeter Pfister Joon Son Chung 111 4 0 18 Jul 2024
ColorMAE: Exploring data-independent masking strategies in Masked AutoEncoders Carlos Hinojosa Shuming Liu Guohao Li 72 2 0 17 Jul 2024
A Closer Look at Benchmarking Self-Supervised Pre-training with Image Classification Markus Marks Manuel Knott Neehar Kondapaneni Elijah Cole T. Defraeye Fernando Pérez-Cruz Pietro Perona SSL 130 5 0 16 Jul 2024
Encapsulating Knowledge in One Prompt Qi Li Runpeng Yu Xinchao Wang VLM KELM 76 3 0 16 Jul 2024
EndoFinder: Online Image Retrieval for Explainable Colorectal Polyp Diagnosis Ruijie Yang Yan Zhu Peiyao Fu Yizhe Zhang Zhihua Wang Quanlin Li Pinghong Zhou Xian Yang Shuo Wang MedIm 57 0 0 16 Jul 2024
Enhancing Weakly-Supervised Histopathology Image Segmentation with Knowledge Distillation on MIL-Based Pseudo-Labels Yinsheng He Xingyu Li Roger J. Zemp VLM 98 0 0 14 Jul 2024
Data Adaptive Traceback for Vision-Language Foundation Models in Image Classification Wenshuo Peng Kaipeng Zhang Yue Yang Hao Zhang Ping Luo VLM 75 3 0 11 Jul 2024
A Coding-Theoretic Analysis of Hyperspherical Prototypical Learning Geometry Martin Lindström Borja Rodríguez Gálvez Ragnar Thobaben Mikael Skoglund 116 0 0 10 Jul 2024
AnatoMask: Enhancing Medical Image Segmentation with Reconstruction-guided Self-masking Yuheng Li Tianyu Luan Yizhou Wu Shaoyan Pan Yenho Chen Xiaofeng Yang 83 6 0 09 Jul 2024
Sequential Contrastive Audio-Visual Learning Ioannis Tsiamas Santiago Pascual Chunghsin Yeh Joan Serrà 100 3 0 08 Jul 2024
Multi-Grained Contrast for Data-Efficient Unsupervised Representation Learning Chengchao Shen Jianzhong Chen Jianxin Wang SSL 106 1 0 02 Jul 2024
A Survey on Deep Clustering: From the Prior Perspective Yiding Lu Haobin Li Yunfan Li Yijie Lin Xi Peng 100 7 0 28 Jun 2024
WV-Net: A foundation model for SAR WV-mode satellite imagery trained using contrastive self-supervised learning on 10 million images Yannik Glaser J. Stopa Linnea M. Wolniewicz Ralph Foster Doug Vandemark A. Mouche Bertrand Chapron Peter Sadowski 71 1 0 26 Jun 2024
AlignedCut: Visual Concepts Discovery on Brain-Guided Universal Feature Space Huzheng Yang James Gee Jianbo Shi VOS 68 2 0 26 Jun 2024
ConStyle v2: A Strong Prompter for All-in-One Image Restoration Dongqi Fan Junhao Zhang Liang Chang VLM 76 2 0 26 Jun 2024
Contrastive General Graph Matching with Adaptive Augmentation Sampling Jianyuan Bo Yuan Fang 96 1 0 25 Jun 2024
InterCLIP-MEP: Interactive CLIP and Memory-Enhanced Predictor for Multi-modal Sarcasm Detection Junjie Chen Hang Yu Weidong Liu Subin Huang Sanmin Liu 95 2 0 24 Jun 2024
DV-3DLane: End-to-end Multi-modal 3D Lane Detection with Dual-view Representation Yueru Luo Shuguang Cui Zhen Li 84 9 0 23 Jun 2024
DN-CL: Deep Symbolic Regression against Noise via Contrastive Learning Jingyi Liu Yanjie Li Lina Yu Min Wu Weijun Li Wenqiang Li Meilan Hao Yusong Deng Shu Wei 79 0 0 21 Jun 2024
Revisiting Modularity Maximization for Graph Clustering: A Contrastive Learning Perspective Yunfei Liu Jintang Li Yuehe Chen Ruofan Wu Ericbk Wang ... Shuheng Shen Xing Fu Changhua Meng Weiqiang Wang Liang Chen 88 10 0 20 Jun 2024
Mixing Natural and Synthetic Images for Robust Self-Supervised Representations Reza Akbarian Bafghi Nidhin Harilal C. Monteleoni M. Raissi DiffM 75 0 0 18 Jun 2024
Mix-Domain Contrastive Learning for Unpaired H&E-to-IHC Stain Translation Song Wang Zhong Zhang Huan Yan Ming Xu Guanghui Wang 82 3 0 17 Jun 2024
On the Effectiveness of Supervision in Asymmetric Non-Contrastive Learning Jeongheon Oh Kibok Lee SSL 73 1 0 16 Jun 2024
Occam's Razor for Self Supervised Learning: What is Sufficient to Learn Good Representations? Mark Ibrahim David Klindt Randall Balestriero SSL 130 5 1 15 Jun 2024
SemanticMIM: Marring Masked Image Modeling with Semantics Compression for General Visual Representation Yike Yuan Huanzhang Dou Fengjun Guo Xi Li 102 2 0 15 Jun 2024
Self-supervised Adversarial Training of Monocular Depth Estimation against Physical-World Attacks Zhiyuan Cheng Cheng Han James Liang Qifan Wang Xiangyu Zhang Dongfang Liu AAML 79 5 0 09 Jun 2024
ProMotion: Prototypes As Motion Learners Yawen Lu Dongfang Liu Qifan Wang Cheng Han Yiming Cui Zhiwen Cao Xueling Zhang Yingjie Victor Chen Heng Fan DiffM 122 3 0 07 Jun 2024
Skill-aware Mutual Information Optimisation for Generalisation in Reinforcement Learning Xuehui Yu Mhairi Dunion Xin Li Stefano V. Albrecht 106 2 0 07 Jun 2024
Confidence-aware Contrastive Learning for Selective Classification Yu-Chang Wu Shen-Huan Lyu Haopu Shang Xiangyu Wang Chao Qian 75 3 0 07 Jun 2024
Enhancing 2D Representation Learning with a 3D Prior Mehmet Aygun Prithviraj Dhar Zhicheng Yan Oisin Mac Aodha Rakesh Ranjan SSL 99 1 0 04 Jun 2024
Exploring Effects of Hyperdimensional Vectors for Tsetlin Machines Vojtech Halenka Ahmed K. Kadhim Paul F. A. Clarke Bimal Bhattarai Rupsa Saha Ole-Christoffer Granmo Lei Jiao Per-Arne Andersen 82 2 0 04 Jun 2024
Unsupervised Few-Shot Continual Learning for Remote Sensing Image Scene Classification M. A. Ma'sum Mahardhika Pratama Ramasamy Savitha Lin Liu Habibullah Habibullah Ryszard Kowalczyk CLL 127 2 0 04 Jun 2024
Dual-perspective Cross Contrastive Learning in Graph Transformers Zelin Yao Chuang Liu Xueqi Ma Mukun Chen Hongzhi Zhang Xiantao Cai Bo Du Wenbin Hu 79 0 0 01 Jun 2024
MANO: Exploiting Matrix Norm for Unsupervised Accuracy Estimation Under Distribution Shifts Renchunzi Xie Ambroise Odonnat Vasilii Feofanov Weijian Deng Jianfeng Zhang Bo An 80 2 0 29 May 2024
Anomaly Detection by Context Contrasting Alain Ryser Thomas M. Sutter Alexander Marx Julia E. Vogt 83 0 0 29 May 2024
EventZoom: A Progressive Approach to Event-Based Data Augmentation for Enhanced Neuromorphic Vision Yiting Dong Xiang He Guobin Shen Dongcheng Zhao Yang Li Yi Zeng 106 0 0 29 May 2024
Bridging Mini-Batch and Asymptotic Analysis in Contrastive Learning: From InfoNCE to Kernel-Based Losses Panagiotis Koromilas Giorgos Bouritsas Theodoros Giannakopoulos M. Nicolaou Yannis Panagakis 75 2 0 28 May 2024
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion Xiaobao Wu Xinshuai Dong Liangming Pan Thong Nguyen Anh Tuan Luu 134 14 0 28 May 2024
Relational Self-supervised Distillation with Compact Descriptors for Image Copy Detection Juntae Kim Sungwon Woo Jongho Nang 103 1 0 28 May 2024