Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination

5 May 2018

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

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Title
Towards flexible perception with visual memory Robert Geirhos P. Jaini Austin Stone Sourabh Medapati Xi Yi G. Toderici Abhijit Ogale Jonathon Shlens 377 2 0 15 Aug 2024
Learning Collaborative Knowledge with Multimodal Representation for Polyp Re-Identification Suncheng Xiang Jiale Guan Shilun Cai Shilun Cai Jiale Guan 203 0 0 12 Aug 2024
Boosting Adverse Weather Crowd Counting via Multi-queue Contrastive Learning Tianhang Pan Zhuoran Zheng 342 2 0 12 Aug 2024
Efficient and Versatile Robust Fine-Tuning of Zero-shot ModelsEuropean Conference on Computer Vision (ECCV), 2024 Sungyeon Kim Boseung Jeong Donghyun Kim Suha Kwak VLM 171 7 0 11 Aug 2024
In Defense of Lazy Visual Grounding for Open-Vocabulary Semantic SegmentationEuropean Conference on Computer Vision (ECCV), 2024 Dahyun Kang Minsu Cho ObjD VLM 342 24 0 09 Aug 2024
Clustering-friendly Representation Learning for Enhancing Salient FeaturesPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2024 Toshiyuki Oshima Kentaro Takagi Kouta Nakata SSL 112 0 0 09 Aug 2024
Weakly Contrastive Learning via Batch Instance Discrimination and Feature Clustering for Small Sample SAR ATRIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024 Yikui Zhai Wenlve Zhou Bing Sun Jingwen Li Qirui Ke ... Junying Gan Chaoyun Mai R. D. Labati Vincenzo Piuri F. Scotti 170 23 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 298 2 0 07 Aug 2024
Contrastive Learning for Image Complexity Representation Shipeng Liu Liang Zhao Dengfeng Chen Zhanping Song 139 3 0 06 Aug 2024
Diffusion Model Meets Non-Exemplar Class-Incremental Learning and Beyond Jichuan Zhang Yali Li Xin Liu Shengjin Wang DiffM 281 2 0 06 Aug 2024
Safe Semi-Supervised Contrastive Learning Using In-Distribution Data as Positive ExamplesIEEE Access (IEEE Access), 2024 Mingu Kwak Hyungu Kahng Seoung Bum Kim 196 1 0 03 Aug 2024
Mobility-Aware Federated Self-supervised Learning in Vehicular Network Xueying Gu Qiong Wu Pingyi Fan Qian-Xi Fan 255 13 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 213 7 0 25 Jul 2024
PiPa++: Towards Unification of Domain Adaptive Semantic Segmentation via Self-supervised Learning Mu Chen Zhedong Zheng Yi Yang 265 1 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 233 14 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 253 13 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 281 9 0 18 Jul 2024
ColorMAE: Exploring data-independent masking strategies in Masked AutoEncoders Carlos Hinojosa Shuming Liu Guohao Li 189 8 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 362 14 0 16 Jul 2024
Encapsulating Knowledge in One Prompt Qi Li Runpeng Yu Xinchao Wang VLM KELM 170 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 144 1 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 216 1 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 146 3 0 11 Jul 2024
A Coding-Theoretic Analysis of Hyperspherical Prototypical Learning Geometry Martin Lindström Borja Rodríguez Gálvez Ragnar Thobaben Mikael Skoglund 271 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 230 14 0 09 Jul 2024
Sequential Contrastive Audio-Visual Learning Ioannis Tsiamas Santiago Pascual Chunghsin Yeh Joan Serrà 256 5 0 08 Jul 2024
Multi-Grained Contrast for Data-Efficient Unsupervised Representation Learning Chengchao Shen Jianzhong Chen Jianxin Wang SSL 235 3 0 02 Jul 2024
A Survey on Deep Clustering: From the Prior Perspective Yiding Lu Haobin Li Yunfan Li Yijie Lin Xi Peng 271 17 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 168 3 0 26 Jun 2024
AlignedCut: Visual Concepts Discovery on Brain-Guided Universal Feature Space Huzheng Yang James Gee Jianbo Shi VOS 131 2 0 26 Jun 2024
ConStyle v2: A Strong Prompter for All-in-One Image Restoration Dongqi Fan Junhao Zhang Liang Chang VLM 179 2 0 26 Jun 2024
Contrastive General Graph Matching with Adaptive Augmentation Sampling Jianyuan Bo Yuan Fang 238 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 308 6 0 24 Jun 2024
DV-3DLane: End-to-end Multi-modal 3D Lane Detection with Dual-view Representation Yueru Luo Shuguang Cui Zhen Li 181 13 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 223 1 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 177 20 0 20 Jun 2024
Mixing Natural and Synthetic Images for Robust Self-Supervised Representations Reza Akbarian Bafghi Nidhin Harilal C. Monteleoni M. Raissi DiffM 213 1 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 165 9 0 17 Jun 2024
On the Effectiveness of Supervision in Asymmetric Non-Contrastive Learning Jeongheon Oh Kibok Lee SSL 215 3 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 246 6 1 15 Jun 2024
SemanticMIM: Marring Masked Image Modeling with Semantics Compression for General Visual Representation Yike Yuan Huanzhang Dou Fengjun Guo Xi Li 206 2 0 15 Jun 2024
Self-supervised Adversarial Training of Monocular Depth Estimation against Physical-World AttacksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Zhiyuan Cheng Cheng Han James Liang Qifan Wang Xiangyu Zhang Dongfang Liu AAML 180 9 0 09 Jun 2024
ProMotion: Prototypes As Motion LearnersComputer Vision and Pattern Recognition (CVPR), 2024 Yawen Lu Dongfang Liu Qifan Wang Cheng Han Yiming Cui Zhiwen Cao Xueling Zhang Yingjie Victor Chen Heng Fan DiffM 349 9 0 07 Jun 2024
Skill-aware Mutual Information Optimisation for Generalisation in Reinforcement Learning Xuehui Yu Mhairi Dunion Xin Li Stefano V. Albrecht 274 3 0 07 Jun 2024
Confidence-aware Contrastive Learning for Selective ClassificationInternational Conference on Machine Learning (ICML), 2024 Yu-Chang Wu Shen-Huan Lyu Haopu Shang Xiangyu Wang Chao Qian 126 5 0 07 Jun 2024
Enhancing 2D Representation Learning with a 3D Prior Mehmet Aygun Prithviraj Dhar Zhicheng Yan Oisin Mac Aodha Rakesh Ranjan SSL 182 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 270 5 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 234 3 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 176 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 321 3 0 29 May 2024