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
Interpretable Image Classification via Non-parametric Part Prototype Learning Zhijie Zhu Lei Fan Maurice Pagnucco Yang Song 123 0 0 13 Mar 2025
Implicit Contrastive Representation Learning with Guided Stop-gradient Byeongchan Lee Sehyun Lee SSL 266 2 0 12 Mar 2025
Decoupled Doubly Contrastive Learning for Cross Domain Facial Action Unit Detection Yong Li Menglin Liu Zhen Cui Y. Ding Yuan Zong Wenming Zheng Shiguang Shan Cuntai Guan 100 0 0 12 Mar 2025
CleverDistiller: Simple and Spatially Consistent Cross-modal Distillation Hariprasath Govindarajan Maciej K. Wozniak Marvin Klingner Camille Maurice B. R. Kiran S. Yogamani 120 0 0 12 Mar 2025
A Theoretical Framework for Preventing Class Collapse in Supervised Contrastive Learning Chungpa Lee Jeongheon Oh Kibok Lee Jy-yong Sohn SSL 168 2 0 11 Mar 2025
Learning to Detect Objects from Multi-Agent LiDAR Scans without Manual Labels Qiming Xia Wenkai Lin Haoen Xiang Xun Huang Siheng Chen Z. Dong Cheng-Yu Wang Chenglu Wen 3DPC OffRL 482 0 0 11 Mar 2025
Removing Geometric Bias in One-Class Anomaly Detection with Adaptive Feature Perturbation Romain Hermary Vincent Gaudillière Abd El Rahman Shabayek Djamila Aouada AAML 147 1 0 07 Mar 2025
Learning from Noisy Labels with Contrastive Co-Transformer Yan Han S. Roy Mehrtash Harandi L. Petersson NoLa 106 0 0 04 Mar 2025
Random Walks in Self-supervised Learning for Triangular Meshes Gal Yefet A. Tal SSL 110 0 0 02 Mar 2025
Exploring the Impact of Temperature Scaling in Softmax for Classification and Adversarial Robustness Hao Xuan Bokai Yang Xingyu Li AAML 95 4 0 28 Feb 2025
Consistent Amortized Clustering via Generative Flow Networks Irit Chelly Roy Uziel Oren Freifeld Ari Pakman 165 0 0 26 Feb 2025
MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Representations Benedikt Alkin Lukas Miklautz Sepp Hochreiter Johannes Brandstetter VLM 257 8 0 24 Feb 2025
Feature Space Perturbation: A Panacea to Enhanced Transferability Estimation Prafful Kumar Khoba Zijian Wang Chetan Arora Mahsa Baktashmotlagh AAML 133 0 0 23 Feb 2025
Graph Self-Supervised Learning with Learnable Structural and Positional Encodings Asiri Wijesinghe Hao Zhu Piotr Koniusz 127 1 0 22 Feb 2025
Separated Contrastive Learning for Matching in Cross-domain Recommendation with Curriculum Scheduling Heng Chang Liang Gu Cheng Hu Zhinan Zhang Hong Zhu Yuhui Xu Yuan Fang Zhen Chen 103 0 0 22 Feb 2025
Nearshore Underwater Target Detection Meets UAV-borne Hyperspectral Remote Sensing: A Novel Hybrid-level Contrastive Learning Framework and Benchmark Dataset Jiahao Qi Chuanhong Zhou Xingyue Liu Chen Chen Dehui Zhu Kangcheng Bin Ping Zhong 106 0 0 21 Feb 2025
Without Paired Labeled Data: End-to-End Self-Supervised Learning for Drone-view Geo-Localization Zhongwei Chen Zhao-Xu Yang Hai-Jun Rong SSL 136 1 0 17 Feb 2025
Simplifying DINO via Coding Rate Regularization Ziyang Wu Jingyuan Zhang Druv Pai Xinze Wang Chandan Singh Jianwei Yang Jianfeng Gao Yi-An Ma 552 1 0 17 Feb 2025
THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings Bowen Deng Tong Wang Lele Fu Sheng Huang Chuan Chen Tao Zhang 174 1 0 17 Feb 2025
A Self-Supervised Framework for Improved Generalisability in Ultrasound B-mode Image Segmentation Edward Ellis A. Bulpitt Nasim Parsa Michael F Byrne Sharib Ali 178 0 0 04 Feb 2025
Multi-level Supervised Contrastive Learning Naghmeh Ghanooni Barbod Pajoum Harshit Rawal Sophie Fellenz Vo Nguyen Le Duy Marius Kloft 215 0 0 04 Feb 2025
LEAD: Large Foundation Model for EEG-Based Alzheimer's Disease Detection Yihe Wang Nan Huang Nadia Mammone Marco Cecchi Xiang Zhang 150 1 0 02 Feb 2025
How Well Do Self-Supervised Methods Perform in Cross-Domain Few-Shot Learning? Yiyi Zhang Ying Zheng Xiaogang Xu Jun Wang SSL 118 4 0 28 Jan 2025
With Great Backbones Comes Great Adversarial Transferability Erik Arakelyan Karen Hambardzumyan Davit Papikyan Pasquale Minervini Albert Gordo Isabelle Augenstein Aram H. Markosyan AAML 158 0 0 21 Jan 2025
A Simple Graph Contrastive Learning Framework for Short Text Classification Yuqi Liu Fausto Giunchiglia Lan Huang Ximing Li Xiaoyue Feng Renchu Guan 126 0 0 17 Jan 2025
Learning to Assist Humans without Inferring Rewards Vivek Myers Evan Ellis Sergey Levine Benjamin Eysenbach Anca Dragan 138 5 0 17 Jan 2025
Unlocking In-Context Learning for Natural Datasets Beyond Language Modelling Jelena Bratulić Sudhanshu Mittal David T. Hoffmann Samuel Böhm R. Schirrmeister T. Ball Christian Rupprecht Thomas Brox 90 1 0 09 Jan 2025
Gaussian Masked Autoencoders Jathushan Rajasegaran Xinlei Chen Rulilong Li Christoph Feichtenhofer Jitendra Malik Shiry Ginosar 3DGS 70 1 0 06 Jan 2025
Passive Non-Line-of-Sight Imaging with Light Transport Modulation Jiarui Zhang Ruixu Geng Xiaolong Du Yan Chen Houqiang Li Yang Hu 181 3 0 03 Jan 2025
Phoneme-Level Contrastive Learning for User-Defined Keyword Spotting with Flexible Enrollment Li Kewei Zhou Hengshun Shen Kai Dai Yusheng Du Jun 108 3 0 31 Dec 2024
Unsupervised Cross-Domain Image Retrieval via Prototypical Optimal Transport Bin Li Ye-ling Shi Qian Yu Jingya Wang OT 117 3 0 31 Dec 2024
A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames Pinelopi Papalampidi Skanda Koppula Shreya Pathak Justin T Chiu Joseph Heyward Viorica Patraucean Jiajun Shen Antoine Miech Andrew Zisserman Aida Nematzdeh VLM 134 26 0 31 Dec 2024
The Dynamic Duo of Collaborative Masking and Target for Advanced Masked Autoencoder Learning Shentong Mo 100 0 0 23 Dec 2024
Enhancing Contrastive Learning Inspired by the Philosophy of "The Blind Men and the Elephant" Yudong Zhang Ruobing Xie Jiansheng Chen Xingwu Sun Zhanhui Kang Yu Wang 194 0 0 21 Dec 2024
CLDG: Contrastive Learning on Dynamic Graphs Yiming Xu Bin Shi Teng Ma Bo Dong Haoyi Zhou Qinghua Zheng 180 15 0 19 Dec 2024
CLDA-YOLO: Visual Contrastive Learning Based Domain Adaptive YOLO Detector Tianheng Qiu Ka Lung Law Guanghua Pan Jufei Wang Xin Gao Xuan Huang Hu Wei 138 0 0 16 Dec 2024
Motif Guided Graph Transformer with Combinatorial Skeleton Prototype Learning for Skeleton-Based Person Re-Identification Haocong Rao Chunyan Miao 184 1 0 12 Dec 2024
Neuron Abandoning Attention Flow: Visual Explanation of Dynamics inside CNN Models Yi Liao Yongsheng Gao Weichuan Zhang 100 0 0 02 Dec 2024
Learning Structured Representations with Hyperbolic Embeddings Aditya Sinha Siqi Zeng M. Yamada Han Zhao 157 3 0 02 Dec 2024
MRIFE: A Mask-Recovering and Interactive-Feature-Enhancing Semantic Segmentation Network For Relic Landslide Detection Juefei He Yuexing Peng Wei Li Junchuan Yu Daqing Ge Wei Xiang 85 0 0 26 Nov 2024
Probing the Mid-level Vision Capabilities of Self-Supervised Learning Xuweiyi Chen Markus Marks Zezhou Cheng 173 0 0 25 Nov 2024
DeDe: Detecting Backdoor Samples for SSL Encoders via Decoders Sizai Hou Songze Li Duanyi Yao AAML 192 0 0 25 Nov 2024
PR-MIM: Delving Deeper into Partial Reconstruction in Masked Image Modeling Zhong-Yu Li Yunheng Li Deng-Ping Fan Ming-Ming Cheng 177 0 0 24 Nov 2024
Anti-Forgetting Adaptation for Unsupervised Person Re-identification Hao Chen Francois Bremond Nicu Sebe Shiliang Zhang CLL 249 1 0 22 Nov 2024
Scalable Deep Metric Learning on Attributed Graphs Xiang Li G. Agrawal R. Jin R. Ramnath 130 0 0 20 Nov 2024
CLIC: Contrastive Learning Framework for Unsupervised Image Complexity Representation Shipeng Liu Liang Zhao Dengfeng Chen SSL 232 1 0 19 Nov 2024
Relational Contrastive Learning and Masked Image Modeling for Scene Text Recognition T. Lin Jinglei Zhang Yi Xu Kai Chen Rui Zhang Chong Chen 105 0 0 18 Nov 2024
Understanding the Role of Equivariance in Self-supervised Learning Yifei Wang Kaiwen Hu Sharut Gupta Ziyu Ye Yisen Wang Stefanie Jegelka SSL 97 2 0 10 Nov 2024
Pattern Integration and Enhancement Vision Transformer for Self-Supervised Learning in Remote Sensing Kaixuan Lu Ruiqian Zhang Xiao Huang Yuxing Xie Xiaogang Ning Hanchao Zhang Mengke Yuan Pan Zhang Tao Wang Tongkui Liao 84 2 0 09 Nov 2024
IO Transformer: Evaluating SwinV2-Based Reward Models for Computer Vision Maxwell Meyer Jack Spruyt ViT 36 0 0 31 Oct 2024