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
CLIC: Contrastive Learning Framework for Unsupervised Image Complexity Representation Shipeng Liu Liang Zhao Dengfeng Chen SSL 481 2 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 299 0 0 18 Nov 2024
Understanding the Role of Equivariance in Self-supervised LearningNeural Information Processing Systems (NeurIPS), 2024 Yifei Wang Kaiwen Hu Sharut Gupta Ziyu Ye Yisen Wang Stefanie Jegelka SSL 266 6 0 10 Nov 2024
Pattern Integration and Enhancement Vision Transformer for Self-Supervised Learning in Remote SensingIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024 Kaixuan Lu Ruiqian Zhang Xiao Huang Yuxing Xie Xiaogang Ning Hanchao Zhang Mengke Yuan Pan Zhang Tao Wang Tongkui Liao 203 3 0 09 Nov 2024
IO Transformer: Evaluating SwinV2-Based Reward Models for Computer Vision Maxwell Meyer Jack Spruyt ViT 98 0 0 31 Oct 2024
BioNCERE: Non-Contrastive Enhancement For Relation Extraction In Biomedical Texts Farshad Noravesh 157 0 0 31 Oct 2024
Cross-Entropy Is All You Need To Invert the Data Generating ProcessInternational Conference on Learning Representations (ICLR), 2024 Patrik Reizinger Alice Bizeul Attila Juhos Julia E. Vogt Randall Balestriero Wieland Brendel David Klindt SSL OOD BDL DRL 502 16 0 29 Oct 2024
Accelerating Augmentation Invariance PretrainingNeural Information Processing Systems (NeurIPS), 2024 Jinhong Lin Cheng-En Wu Yibing Wei Pedro Morgado ViT 270 1 0 27 Oct 2024
Uncovering Capabilities of Model Pruning in Graph Contrastive LearningACM Multimedia (MM), 2024 Wu Junran Chen Xueyuan Li Shangzhe 213 2 0 27 Oct 2024
Idempotent Unsupervised Representation Learning for Skeleton-Based Action RecognitionEuropean Conference on Computer Vision (ECCV), 2024 Lilang Lin Lehong Wu Jiahang Zhang Jiaying Liu 274 6 0 27 Oct 2024
ChatSearch: a Dataset and a Generative Retrieval Model for General Conversational Image RetrievalPattern Recognition (Pattern Recogn.), 2024 Zijia Zhao Longteng Guo Tongtian Yue Erdong Hu Shuai Shao Zehuan Yuan Hua Huang Qingbin Liu 141 4 0 24 Oct 2024
Rethinking Positive Pairs in Contrastive Learning Jiantao Wu Shentong Mo Zhenhua Feng Sara Atito Josef Kitler Muhammad Awais SSL VLM 237 7 0 23 Oct 2024
Preview-based Category Contrastive Learning for Knowledge Distillation Muhe Ding Yue Yu Xue Dong Xiaojie Li Pengda Qin Tian Gan Liqiang Nie VLM 202 0 0 18 Oct 2024
GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph PruningNeural Information Processing Systems (NeurIPS), 2024 Guibin Zhang Haonan Dong Yuchen Zhang Zhixun Li Dingshuo Chen Kai Wang Tianlong Chen Yuxuan Liang Dawei Cheng Kun Wang 236 5 0 17 Oct 2024
SiamSeg: Self-Training with Contrastive Learning for Unsupervised Domain Adaptation Semantic Segmentation in Remote Sensing Bin Wang Fei Deng Shuang Wang Wen Luo Zhixuan Zhang Gulan Zhang Peifan Jiang SSL 222 0 0 17 Oct 2024
Task Consistent Prototype Learning for Incremental Few-shot Semantic SegmentationInternational Conference on Pattern Recognition (ICPR), 2024 Wenbo Xu Yanan Wu Haoran Jiang Yang Wang Qiang Wu Jian Zhang CLL VLM 174 1 0 16 Oct 2024
Feature Augmentation for Self-supervised Contrastive Learning: A Closer LookIEEE International Joint Conference on Neural Network (IJCNN), 2024 Yong Zhang Rui Zhu Shifeng Zhang Xu Zhou Shifeng Chen Xiaofan Chen SSL 200 4 0 16 Oct 2024
SeaDATE: Remedy Dual-Attention Transformer with Semantic Alignment via Contrast Learning for Multimodal Object Detection Shuhan Dong Yunsong Li Weiying Xie Jiaqing Zhang Jiayuan Tian Danian Yang Jie Lei 180 7 0 15 Oct 2024
Distilling Invariant Representations with Dual Augmentation Nikolaos Giakoumoglou Tania Stathaki 255 0 0 12 Oct 2024
Distribution Guidance Network for Weakly Supervised Point Cloud Semantic SegmentationNeural Information Processing Systems (NeurIPS), 2024 Zhiyi Pan Wei-Nan Gao Shan Liu Ge Li 384 2 0 10 Oct 2024
LaB-CL: Localized and Balanced Contrastive Learning for improving parking slot detectionIEEE International Conference on Robotics and Automation (ICRA), 2024 U Jin Jeong Sumin Roh Il Yong Chun 222 1 0 10 Oct 2024
Learning to Learn with Contrastive Meta-Objective Shiguang Wu Yaqing Wang Yatao Bian Quanming Yao CLL 396 0 0 08 Oct 2024
Improving Image Clustering with Artifacts Attenuation via Inference-Time Attention EngineeringAsian Conference on Computer Vision (ACCV), 2024 Kazumoto Nakamura Yuji Nozawa Yu-Chieh Lin K. Nakata Youyang Ng ViT 113 3 0 07 Oct 2024
Molecular topological deep learning for polymer property prediction Cong Shen Yipeng Zhang Fei Han Kelin Xia AI4CE 162 1 0 07 Oct 2024
Brain Mapping with Dense Features: Grounding Cortical Semantic Selectivity in Natural Images With Vision TransformersInternational Conference on Learning Representations (ICLR), 2024 Andrew F. Luo Jacob Yeung Rushikesh Zawar Shaurya Dewan Margaret M. Henderson Leila Wehbe Michael J. Tarr 308 12 0 07 Oct 2024
Toward a Holistic Evaluation of Robustness in CLIP ModelsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Weijie Tu Weijian Deng Tom Gedeon VLM 309 7 0 02 Oct 2024
Contrastive Abstraction for Reinforcement Learning Vihang Patil M. Hofmarcher Elisabeth Rumetshofer Sepp Hochreiter OffRL SSL 261 4 0 01 Oct 2024
AUCSeg: AUC-oriented Pixel-level Long-tail Semantic SegmentationNeural Information Processing Systems (NeurIPS), 2024 Boyu Han Qianqian Xu Zhiyong Yang Shilong Bao Peisong Wen Yangbangyan Jiang Qingming Huang 353 15 0 30 Sep 2024
Temporal Source Recovery for Time-Series Source-Free Unsupervised Domain Adaptation Yucheng Wang Peiliang Gong Ruibing Jin Felix Ott Xiaoli Li Lihua Xie Zhenghua Chen TTA 327 5 0 29 Sep 2024
Harnessing Shared Relations via Multimodal Mixup Contrastive Learning for Multimodal Classification Raja Kumar Raghav Singhal Pranamya Kulkarni Deval Mehta Kshitij S. Jadhav 346 3 0 26 Sep 2024
Learning Representation for Multitask learning through Self Supervised Auxiliary learningEuropean Conference on Computer Vision (ECCV), 2024 Seokwon Shin Hyungrok Do Youngdoo Son SSL 190 1 0 25 Sep 2024
Self-Supervised Any-Point Tracking by Contrastive Random WalksEuropean Conference on Computer Vision (ECCV), 2024 Ayush Shrivastava Andrew Owens 163 10 0 24 Sep 2024
Surveying the MLLM Landscape: A Meta-Review of Current Surveys Ming Li Keyu Chen Ziqian Bi Ming Liu Xinyuan Song ... Jinlang Wang Sen Zhang Xuanhe Pan Jiawei Xu Pohsun Feng OffRL 228 9 0 17 Sep 2024
Multi-Scale Grouped Prototypes for Interpretable Semantic SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Hugo Porta Emanuele Dalsasso Diego Marcos D. Tuia 501 1 0 14 Sep 2024
Learning Brain Tumor Representation in 3D High-Resolution MR Images via Interpretable State Space Models Qingqiao Hu Daoan Zhang Jiebo Luo Zhenyu Gong Benedikt Wiestler Jianguo Zhang Hongwei Bran Li 119 0 0 12 Sep 2024
R+R: Revisiting Static Feature-Based Android Malware Detection using Machine Learning Md Tanvirul Alam Dipkamal Bhusal Nidhi Rastogi AAML 132 1 0 11 Sep 2024
Explicit Mutual Information Maximization for Self-Supervised LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Lele Chang Peilin Liu Qinghai Guo Fei Wen SSL 227 0 0 07 Sep 2024
Dual-Level Cross-Modal Contrastive Clustering Haixin Zhang Yongjun Li Dong Huang VLM 283 0 0 06 Sep 2024
Data-free Distillation with Degradation-prompt Diffusion for Multi-weather Image Restoration Pei Wang Xiaotong Luo Yuan Xie Yanyun Qu DiffM 275 1 0 05 Sep 2024
Low-Resolution Object Recognition with Cross-Resolution Relational Contrastive Distillation Kangkai Zhang Shiming Ge Ruixin Shi Dan Zeng 189 20 0 04 Sep 2024
CP-VoteNet: Contrastive Prototypical VoteNet for Few-Shot Point Cloud Object DetectionChinese Conference on Pattern Recognition and Computer Vision (CPRCV), 2024 Xuejing Li Weijia Zhang Chao Ma 3DPC 174 1 0 30 Aug 2024
A Survey of the Self Supervised Learning Mechanisms for Vision Transformers Asifullah Khan A. Sohail Mustansar Fiaz Mehdi Hassan Tariq Habib Afridi ... Muhammad Zaigham Zaheer Kamran Ali Tangina Sultana Ziaurrehman Tanoli Naeem Akhter 887 11 0 30 Aug 2024
VLM-KD: Knowledge Distillation from VLM for Long-Tail Visual Recognition Zaiwei Zhang Gregory P. Meyer Zhichao Lu Ashish Shrivastava Avinash Ravichandran Eric M. Wolff VLM 225 4 0 29 Aug 2024
Enhancing Sound Source Localization via False Negative EliminationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Zengjie Song Jiangshe Zhang Yuxi Wang Junsong Fan Zhaoxiang Zhang 245 3 0 29 Aug 2024
WRIM-Net: Wide-Ranging Information Mining Network for Visible-Infrared Person Re-IdentificationEuropean Conference on Computer Vision (ECCV), 2024 Yonggan Wu Ling-Chao Meng Yuan Zichao Sixian Chan Hong-Qiang Wang 202 8 0 20 Aug 2024
Leveraging Superfluous Information in Contrastive Representation Learning Xuechu Yu SSL 151 3 0 19 Aug 2024
3C: Confidence-Guided Clustering and Contrastive Learning for Unsupervised Person Re-Identification Mingxiao Zheng Yanpeng Qu C. Shang Longzhi Yang Qiang Shen 145 1 0 18 Aug 2024
WPN: An Unlearning Method Based on N-pair Contrastive Learning in Language ModelsEuropean Conference on Artificial Intelligence (ECAI), 2024 Guitao Chen Yunshen Wang Hongye Sun Guang Chen MU 163 3 0 18 Aug 2024
StylePrompter: Enhancing Domain Generalization with Test-Time Style Priors Jiao Zhang Jian Xu Xu-Yao Zhang Cheng-Lin Liu VLM OOD 156 0 0 17 Aug 2024
DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language ModelsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Eman Ali Sathira Silva Muhammad Haris Khan VLM 258 5 0 16 Aug 2024