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
BioNCERE: Non-Contrastive Enhancement For Relation Extraction In Biomedical Texts Farshad Noravesh 54 0 0 31 Oct 2024
Cross-Entropy Is All You Need To Invert the Data Generating Process Patrik Reizinger Alice Bizeul Attila Juhos Julia E. Vogt Randall Balestriero Wieland Brendel David Klindt SSL OOD BDL DRL 255 6 0 29 Oct 2024
Accelerating Augmentation Invariance Pretraining Jinhong Lin Cheng-En Wu Yibing Wei Pedro Morgado ViT 81 1 0 27 Oct 2024
Uncovering Capabilities of Model Pruning in Graph Contrastive Learning Wu Junran Chen Xueyuan Li Shangzhe 95 1 0 27 Oct 2024
Idempotent Unsupervised Representation Learning for Skeleton-Based Action Recognition Lilang Lin Lehong Wu Jiahang Zhang Jiaying Liu 109 3 0 27 Oct 2024
ChatSearch: a Dataset and a Generative Retrieval Model for General Conversational Image Retrieval Zijia Zhao Longteng Guo Tongtian Yue Erdong Hu Shuai Shao Zehuan Yuan Hua Huang Qingbin Liu 48 3 0 24 Oct 2024
Rethinking Positive Pairs in Contrastive Learning Jiantao Wu Shentong Mo Zhenhua Feng Sara Atito Josef Kitler Muhammad Awais SSL VLM 134 3 0 23 Oct 2024
Preview-based Category Contrastive Learning for Knowledge Distillation Muhe Ding Jianlong Wu Xue Dong Xiaojie Li Pengda Qin Tian Gan Liqiang Nie VLM 91 0 0 18 Oct 2024
GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning Guibin Zhang Haonan Dong Yuchen Zhang Zhixun Li Dingshuo Chen Kai Wang Tianlong Chen Yuxuan Liang Dawei Cheng Kun Wang 116 4 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 85 0 0 17 Oct 2024
Task Consistent Prototype Learning for Incremental Few-shot Semantic Segmentation Wenbo Xu Yanan Wu Haoran Jiang Yang Wang Qiang Wu Jian Zhang CLL VLM 75 0 0 16 Oct 2024
Feature Augmentation for Self-supervised Contrastive Learning: A Closer Look Yong Zhang Rui Zhu Shifeng Zhang Xu Zhou Shifeng Chen Xiaofan Chen SSL 72 0 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 71 1 0 15 Oct 2024
Distilling Invariant Representations with Dual Augmentation Nikolaos Giakoumoglou Tania Stathaki 51 0 0 12 Oct 2024
Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation Zhiyi Pan Wei-Nan Gao Shan Liu Ge Li 68 2 0 10 Oct 2024
LaB-CL: Localized and Balanced Contrastive Learning for improving parking slot detection U Jin Jeong Sumin Roh Il Yong Chun 100 0 0 10 Oct 2024
ConML: A Universal Meta-Learning Framework with Task-Level Contrastive Learning Shiguang Wu Yaqing Wang Yatao Bian Quanming Yao CLL 137 0 0 08 Oct 2024
Improving Image Clustering with Artifacts Attenuation via Inference-Time Attention Engineering Kazumoto Nakamura Yuji Nozawa Yu-Chieh Lin K. Nakata Youyang Ng ViT 69 2 0 07 Oct 2024
Molecular topological deep learning for polymer property prediction Cong Shen Yipeng Zhang Fei Han Kelin Xia AI4CE 72 0 0 07 Oct 2024
Brain Mapping with Dense Features: Grounding Cortical Semantic Selectivity in Natural Images With Vision Transformers Andrew F. Luo Jacob Yeung Rushikesh Zawar Shaurya Dewan Margaret M. Henderson Leila Wehbe Michael J. Tarr 114 5 0 07 Oct 2024
Toward a Holistic Evaluation of Robustness in CLIP Models Weijie Tu Weijian Deng Tom Gedeon VLM 74 5 0 02 Oct 2024
Contrastive Abstraction for Reinforcement Learning Vihang Patil M. Hofmarcher Elisabeth Rumetshofer Sepp Hochreiter OffRL SSL 107 2 0 01 Oct 2024
AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation Boyu Han Qianqian Xu Zhiyong Yang Shilong Bao Peisong Wen Yangbangyan Jiang Qingming Huang 118 4 0 30 Sep 2024
Temporal Source Recovery for Time-Series Source-Free Unsupervised Domain Adaptation Yucheng Wang Peiliang Gong Min-man Wu Felix Ott Xiaoli Li Lihua Xie Zhenghua Chen TTA 83 3 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 81 0 0 26 Sep 2024
Learning Representation for Multitask learning through Self Supervised Auxiliary learning Seokwon Shin Hyungrok Do Youngdoo Son SSL 86 1 0 25 Sep 2024
Self-Supervised Any-Point Tracking by Contrastive Random Walks Ayush Shrivastava Andrew Owens 63 5 0 24 Sep 2024
Surveying the MLLM Landscape: A Meta-Review of Current Surveys Ming Li Keyu Chen Ziqian Bi Ming Liu Benji Peng ... Jinlang Wang Sen Zhang X. Pan Jiawei Xu Pohsun Feng OffRL 118 2 0 17 Sep 2024
Multi-Scale Grouped Prototypes for Interpretable Semantic Segmentation Hugo Porta Emanuele Dalsasso Diego Marcos D. Tuia 292 0 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 58 0 0 12 Sep 2024
Revisiting Static Feature-Based Android Malware Detection Md Tanvirul Alam Dipkamal Bhusal Nidhi Rastogi AAML 60 0 0 11 Sep 2024
Explicit Mutual Information Maximization for Self-Supervised Learning Lele Chang Peilin Liu Qinghai Guo Fei Wen SSL 87 0 0 07 Sep 2024
Dual-Level Cross-Modal Contrastive Clustering Haixin Zhang Yongjun Li Dong Huang VLM 128 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 137 1 0 05 Sep 2024
Low-Resolution Object Recognition with Cross-Resolution Relational Contrastive Distillation Kangkai Zhang Shiming Ge Ruixin Shi Dan Zeng 85 15 0 04 Sep 2024
CP-VoteNet: Contrastive Prototypical VoteNet for Few-Shot Point Cloud Object Detection Xuejing Li Weijia Zhang Chao Ma 3DPC 91 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 276 5 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 99 3 0 29 Aug 2024
Enhancing Sound Source Localization via False Negative Elimination Zengjie Song Jiangshe Zhang Yuxi Wang Junsong Fan Zhaoxiang Zhang 90 0 0 29 Aug 2024
WRIM-Net: Wide-Ranging Information Mining Network for Visible-Infrared Person Re-Identification Yonggan Wu Ling-Chao Meng Yuan Zichao Sixian Chan Hong-Qiang Wang 103 4 0 20 Aug 2024
Leveraging Superfluous Information in Contrastive Representation Learning Xuechu Yu SSL 67 2 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 71 0 0 18 Aug 2024
WPN: An Unlearning Method Based on N-pair Contrastive Learning in Language Models Guitao Chen Yunshen Wang Hongye Sun Guang Chen MU 67 1 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 52 0 0 17 Aug 2024
DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language Models Eman Ali Sathira Silva Muhammad Haris Khan VLM 106 0 0 16 Aug 2024
Towards flexible perception with visual memory Robert Geirhos P. Jaini Austin Stone Sourabh Medapati Xi Yi G. Toderici Abhijit Ogale Jonathon Shlens 86 1 0 15 Aug 2024
Deep Multimodal Collaborative Learning for Polyp Re-Identification Suncheng Xiang Jincheng Li Yaqi Wang Shilun Cai Jiale Guan Xiaobo Li 66 0 0 12 Aug 2024
Boosting Adverse Weather Crowd Counting via Multi-queue Contrastive Learning Tianhang Pan Zhuoran Zheng 165 0 0 12 Aug 2024
Efficient and Versatile Robust Fine-Tuning of Zero-shot Models Sungyeon Kim Boseung Jeong Donghyun Kim Suha Kwak VLM 88 3 0 11 Aug 2024
In Defense of Lazy Visual Grounding for Open-Vocabulary Semantic Segmentation Dahyun Kang Minsu Cho ObjD VLM 140 11 0 09 Aug 2024