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
Multi Activity Sequence Alignment via Implicit Clustering Taein Kwon Zador Pataki Mahdi Rad Marc Pollefeys HAI AI4TS 245 0 0 16 Mar 2025
Spherical Tree-Sliced Wasserstein DistanceInternational Conference on Learning Representations (ICLR), 2025 Hoang V. Tran Thanh T. Chu K. Nguyen Trang Pham Tam Le Trung Quoc Nguyen OT 220 6 0 14 Mar 2025
Interpretable Image Classification via Non-parametric Part Prototype LearningComputer Vision and Pattern Recognition (CVPR), 2025 Zhijie Zhu Lei Fan Maurice Pagnucco Yang Song 305 4 0 13 Mar 2025
Decoupled Doubly Contrastive Learning for Cross Domain Facial Action Unit DetectionIEEE Transactions on Image Processing (IEEE TIP), 2025 Yong Li Menglin Liu Zhen Cui Y. Ding Yuan Zong Wenming Zheng Shiguang Shan Cuntai Guan 211 3 0 12 Mar 2025
Implicit Contrastive Representation Learning with Guided Stop-gradientNeural Information Processing Systems (NeurIPS), 2025 Byeongchan Lee Sehyun Lee SSL 359 3 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 298 1 0 12 Mar 2025
A Theoretical Framework for Preventing Class Collapse in Supervised Contrastive LearningInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 Chungpa Lee Jeongheon Oh Kibok Lee Jy-yong Sohn SSL 244 2 0 11 Mar 2025
Learning to Detect Objects from Multi-Agent LiDAR Scans without Manual LabelsComputer Vision and Pattern Recognition (CVPR), 2025 Qiming Xia Wenkai Lin Haoen Xiang Xun Huang Siheng Chen Z. Dong Cheng-Yu Wang Chenglu Wen 3DPC OffRL 1.0K 4 0 11 Mar 2025
Removing Geometric Bias in One-Class Anomaly Detection with Adaptive Feature PerturbationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025 Romain Hermary Vincent Gaudillière Abd El Rahman Shabayek Djamila Aouada AAML 318 1 0 07 Mar 2025
Learning from Noisy Labels with Contrastive Co-Transformer Yan Han S. Roy Mehrtash Harandi L. Petersson NoLa 231 1 0 04 Mar 2025
Random Walks in Self-supervised Learning for Triangular Meshes Gal Yefet A. Tal SSL 222 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 227 13 0 28 Feb 2025
Consistent Amortized Clustering via Generative Flow NetworksInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 Irit Chelly Roy Uziel Oren Freifeld Ari Pakman 450 1 0 26 Feb 2025
MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Representations Benedikt Alkin Lukas Miklautz Sepp Hochreiter Johannes Brandstetter VLM 452 14 0 24 Feb 2025
Feature Space Perturbation: A Panacea to Enhanced Transferability EstimationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025 Prafful Kumar Khoba Zijian Wang Chetan Arora Mahsa Baktashmotlagh AAML 318 2 0 23 Feb 2025
Separated Contrastive Learning for Matching in Cross-domain Recommendation with Curriculum SchedulingThe Web Conference (WWW), 2025 Heng Chang Liang Gu Cheng Hu Zhinan Zhang Hong Zhu Yuhui Xu Yuan Fang Zhen Chen 283 0 0 22 Feb 2025
Graph Self-Supervised Learning with Learnable Structural and Positional EncodingsThe Web Conference (WWW), 2025 Asiri Wijesinghe Hao Zhu Piotr Koniusz 307 2 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 216 0 0 21 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 1.2K 10 0 17 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 Guoqi Li SSL 425 1 0 17 Feb 2025
THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein CouplingsAAAI Conference on Artificial Intelligence (AAAI), 2024 Bowen Deng Tong Wang Lele Fu Sheng Huang Chuan Chen Tao Zhang 345 6 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 314 2 0 04 Feb 2025
Multi-level Supervised Contrastive Learning Naghmeh Ghanooni Barbod Pajoum Harshit Rawal Sophie Fellenz Vo Nguyen Le Duy Marius Kloft 431 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 341 7 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 330 4 0 28 Jan 2025
CSPCL: Category Semantic Prior Contrastive Learning for Deformable DETR-Based Prohibited Item Detectors Mingyuan Li Tong Jia Hui Lu Bowen Ma Hao Wang Shiyi Guo Da Cai Dongyue Chen 250 1 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 266 0 0 21 Jan 2025
A Simple Graph Contrastive Learning Framework for Short Text ClassificationAAAI Conference on Artificial Intelligence (AAAI), 2025 Yuqi Liu Fausto Giunchiglia Lan Huang Ximing Li Xiaoyue Feng Renchu Guan 230 5 0 17 Jan 2025
Learning to Assist Humans without Inferring RewardsNeural Information Processing Systems (NeurIPS), 2024 Vivek Myers Evan Ellis Sergey Levine Benjamin Eysenbach Anca Dragan 502 10 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 333 1 0 09 Jan 2025
Gaussian Masked Autoencoders Jathushan Rajasegaran Xinlei Chen Rulilong Li Christoph Feichtenhofer Jitendra Malik Shiry Ginosar 3DGS 180 2 0 06 Jan 2025
Passive Non-Line-of-Sight Imaging with Light Transport ModulationIEEE Transactions on Image Processing (IEEE TIP), 2023 Jiarui Zhang Ruixu Geng Xiaolong Du Yan Chen Houqiang Li Yang Hu 446 7 0 03 Jan 2025
Unsupervised Cross-Domain Image Retrieval via Prototypical Optimal TransportAAAI Conference on Artificial Intelligence (AAAI), 2024 Bin Li Ye-ling Shi Qian Yu Jingya Wang OT 261 13 0 31 Dec 2024
A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 FramesComputer Vision and Pattern Recognition (CVPR), 2023 Pinelopi Papalampidi Skanda Koppula Shreya Pathak Celine Lee Joseph Heyward Viorica Patraucean Jiajun Shen Antoine Miech Andrew Zisserman Aida Nematzdeh VLM 240 38 0 31 Dec 2024
Phoneme-Level Contrastive Learning for User-Defined Keyword Spotting with Flexible EnrollmentIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Li Kewei Zhou Hengshun Shen Kai Dai Yusheng Du Jun 167 7 0 31 Dec 2024
The Dynamic Duo of Collaborative Masking and Target for Advanced Masked Autoencoder LearningAAAI Conference on Artificial Intelligence (AAAI), 2024 Shentong Mo 177 1 0 23 Dec 2024
Enhancing Contrastive Learning Inspired by the Philosophy of "The Blind Men and the Elephant"AAAI Conference on Artificial Intelligence (AAAI), 2024 Yudong Zhang Ruobing Xie Jiansheng Chen Xingwu Sun Zhanhui Kang Yu Wang 346 3 0 21 Dec 2024
CLDG: Contrastive Learning on Dynamic GraphsIEEE International Conference on Data Engineering (ICDE), 2023 Yiming Xu Bin Shi Teng Ma Bo Dong Haoyi Zhou Qinghua Zheng 311 24 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 217 1 0 16 Dec 2024
Motif Guided Graph Transformer with Combinatorial Skeleton Prototype Learning for Skeleton-Based Person Re-Identification Haocong Rao Chunyan Miao 374 1 0 12 Dec 2024
Visual Lexicon: Rich Image Features in Language SpaceComputer Vision and Pattern Recognition (CVPR), 2024 Xudong Wang Xingyi Zhou Alireza Fathi Trevor Darrell Cordelia Schmid VLM 163 6 0 09 Dec 2024
Neuron Abandoning Attention Flow: Visual Explanation of Dynamics inside CNN Models Yi Liao Yongsheng Gao Weichuan Zhang 221 0 0 02 Dec 2024
Learning Structured Representations with Hyperbolic EmbeddingsNeural Information Processing Systems (NeurIPS), 2024 Aditya Sinha Siqi Zeng M. Yamada Han Zhao 303 5 0 02 Dec 2024
MRIFE: A Mask-Recovering and Interactive-Feature-Enhancing Semantic Segmentation Network For Relic Landslide DetectionIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024 Juefei He Yuexing Peng Wei Li Junchuan Yu Daqing Ge Wei Xiang 189 1 0 26 Nov 2024
Probing the Mid-level Vision Capabilities of Self-Supervised LearningComputer Vision and Pattern Recognition (CVPR), 2024 Xuweiyi Chen Markus Marks Zezhou Cheng 447 3 0 25 Nov 2024
DeDe: Detecting Backdoor Samples for SSL Encoders via DecodersComputer Vision and Pattern Recognition (CVPR), 2024 Sizai Hou Songze Li Duanyi Yao AAML 478 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 325 0 0 24 Nov 2024
Context-Aware Multimodal PretrainingComputer Vision and Pattern Recognition (CVPR), 2024 Karsten Roth Zeynep Akata Dima Damen Ivana Balazevic Olivier J. Hénaff VLM 291 3 0 22 Nov 2024
Anti-Forgetting Adaptation for Unsupervised Person Re-identificationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Hao Chen Francois Bremond Nicu Sebe Shiliang Zhang CLL 415 2 0 22 Nov 2024
Scalable Deep Metric Learning on Attributed GraphsInternational Conference on Computational Social Networks (ICCSN), 2024 Xiang Li G. Agrawal R. Jin R. Ramnath 378 0 0 20 Nov 2024