Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination

5 May 2018

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

50 / 2,002 papers shown

Title
Co-VisiON: Co-Visibility ReasONing on Sparse Image Sets of Indoor Scenes Chao-Yeh Chen Nobel Dang Juexiao Zhang Wenkai Sun Pengfei Zheng Xuhang He Yimeng Ye Taarun Srinivas Taarun Srinivas Chen Feng 3DV 297 0 0 20 Jun 2025
Multi-Interest Recommendation: A Survey Zihao Li Qiang Chen Lixin Zou Aixin Sun Chenliang Li AI4TS 151 0 0 18 Jun 2025
TR2M: Transferring Monocular Relative Depth to Metric Depth with Language Descriptions and Scale-Oriented Contrast Beilei Cui Yiming Huang Long Bai Hongliang Ren 184 0 0 16 Jun 2025
On the Similarities of Embeddings in Contrastive Learning Chungpa Lee Sehee Lim Kibok Lee Jy-yong Sohn SSL 283 1 0 11 Jun 2025
Spatial Transcriptomics Expression Prediction from Histopathology Based on Cross-Modal Mask Reconstruction and Contrastive LearningbioRxiv (bioRxiv), 2025 Junzhuo Liu Markus Eckstein Zhixiang Wang Friedrich Feuerhake Dorit Merhof MedIm 89 1 0 10 Jun 2025
Diffuse and Disperse: Image Generation with Representation Regularization Runqian Wang Kaiming He DiffM 227 34 0 10 Jun 2025
Multiple Object Stitching for Unsupervised Representation LearningPattern Recognition (Pattern Recogn.), 2025 Chengchao Shen Dawei Liu Jianxin Wang OCL SSL 206 0 0 09 Jun 2025
When Better Features Mean Greater Risks: The Performance-Privacy Trade-Off in Contrastive LearningACM Asia Conference on Computer and Communications Security (AsiaCCS), 2025 Ruining Sun Hongsheng Hu Wei Luo Zhaoxi Zhang Yanjun Zhang Haizhuan Yuan Leo Yu Zhang MIACV AAML 299 1 0 06 Jun 2025
Dream to Generalize: Zero-Shot Model-Based Reinforcement Learning for Unseen Visual DistractionsAAAI Conference on Artificial Intelligence (AAAI), 2023 Jeongsoo Ha Kyungsoo Kim Yusung Kim OffRL VLM 164 8 0 05 Jun 2025
Aligning Multimodal Representations through an Information Bottleneck Antonio Almudévar José Miguel Hernández-Lobato Sameer Khurana R. Marxer Alfonso Ortega SSL 259 5 0 05 Jun 2025
Perceptual Inductive Bias Is What You Need Before Contrastive LearningComputer Vision and Pattern Recognition (CVPR), 2025 Tianqin Li Junru Zhao Dunhan Jiang Shenghao Wu Alan Ramirez Tai Sing Lee SSL 147 1 0 01 Jun 2025
ECP-Mamba: An Efficient Multi-scale Self-supervised Contrastive Learning Method with State Space Model for PolSAR Image ClassificationIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2025 Zuzheng Kuang Haixia Bi Chen Xu Jian Sun Mamba 220 1 0 01 Jun 2025
A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised LearningInternational Conference on 3D Vision (3DV), 2024 Chengzhi Wu Qianliang Huang Kun Jin Julius Pfrommer Jürgen Beyerer 3DPC SSL 274 4 0 30 May 2025
FreRA: A Frequency-Refined Augmentation for Contrastive Learning on Time Series Classification Tian Tian Chunyan Miao Hangwei Qian AI4TS 152 2 0 29 May 2025
Towards a More Generalized Approach in Open Relation ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Qing Wang Yuepei Li Qiao Qiao Kang Zhou Qi Li NAI 154 1 0 28 May 2025
CellCLAT: Preserving Topology and Trimming Redundancy in Self-Supervised Cellular Contrastive Learning Bin Qin Qirui Ji Jiangmeng Li Yupeng Wang Xuesong Wu Jianwen Cao Jianwei Niu 180 1 0 27 May 2025
A Contrastive Learning Foundation Model Based on Perfectly Aligned Sample Pairs for Remote Sensing Images Hengtong Shen Haiyan Gu Haitao Li Yi Yang Agen qiu SSL 326 0 0 26 May 2025
Self-Organizing Visual Prototypes for Non-Parametric Representation Learning T. Silva Hélio Pedrini Adín Ramirez Rivera 165 1 0 23 May 2025
Proto-FG3D: Prototype-based Interpretable Fine-Grained 3D Shape Classification Shuxian Ma Zihao Dong Runmin Cong Sam Kwong Xiuli Shao 176 0 0 23 May 2025
Do DeepFake Attribution Models Generalize? Spiros Baxavanakis Manos Schinas Symeon Papadopoulos 131 4 0 22 May 2025
Collaborative Unlabeled Data Optimization Xinyi Shang Peng Sun Fengyuan Liu Tao Lin 287 0 0 20 May 2025
DDAE++: Enhancing Diffusion Models Towards Unified Generative and Discriminative Learning Weilai Xiang Hongyu Yang Di Huang Yunhong Wang 359 1 0 16 May 2025
Imputation-free and Alignment-free: Incomplete Multi-view Clustering Driven by Consensus Semantic LearningComputer Vision and Pattern Recognition (CVPR), 2025 Yuzhuo Dai Jiaqi Jin Zhibin Dong Siwei Wang Xinwang Liu En Zhu Xihong Yang Xinbiao Gan Yu Feng 3DV 84 3 0 16 May 2025
EDBench: Large-Scale Electron Density Data for Molecular Modeling Hongxin Xiang Ke Li M. Liu Zhixiang Cheng Bin Yao Wenjie Du Jun Xia Li Zeng Xin Jin Xiangxiang Zeng 241 1 0 14 May 2025
SimMIL: A Universal Weakly Supervised Pre-Training Framework for Multi-Instance Learning in Whole Slide Pathology Images Yicheng Song Tiancheng Lin Die Peng Su Yang Yi Xu MedIm 206 0 0 10 May 2025
Merging and Disentangling Views in Visual Reinforcement Learning for Robotic Manipulation Abdulaziz Almuzairee Rohan Patil Dwait Bhatt Henrik I. Christensen 290 1 0 07 May 2025
TeDA: Boosting Vision-Lanuage Models for Zero-Shot 3D Object Retrieval via Testing-time Distribution AlignmentInternational Conference on Multimedia Retrieval (ICMR), 2025 Zehao Wang Yang Zhou Jinhai Xiang Yanjie Wang Xinwei He VLM 271 1 0 05 May 2025
Benchmarking Transferability: A Framework for Fair and Robust Evaluation Alireza Kazemi Helia Rezvani Mahsa Baktashmotlagh 238 1 0 28 Apr 2025
S3MOT: Monocular 3D Object Tracking with Selective State Space Model Zhuohao Yan Shaoquan Feng Xingxing Li Yuxuan Zhou Chunxi Xia Shengyu Li VOT 357 1 0 25 Apr 2025
SSL4Eco: A Global Seasonal Dataset for Geospatial Foundation Models in Ecology Elena Plekhanova Damien Robert Johannes Dollinger Emilia Arens Philipp Brun Jan Dirk Wegner Niklaus Zimmermann 319 1 0 25 Apr 2025
Decomposition-based multi-scale transformer framework for time series anomaly detectionNeural Networks (NN), 2025 Wenxin Zhang Cuicui Luo AI4TS 283 14 0 19 Apr 2025
Let the Void Be Void: Robust Open-Set Semi-Supervised Learning via Selective Non-Alignment You Rim Choi Subeom Park Seojun Heo Eunchung Noh Hyung-Sin Kim OODD 327 0 0 17 Apr 2025
Exploring Video-Based Driver Activity Recognition under Noisy Labels Linjuan Fan Di Wen Kunyu Peng Kailun Yang J.N. Zhang ... Yufan Chen Junwei Zheng Jiamin Wu Xudong Han Rainer Stiefelhagen NoLa 305 0 0 16 Apr 2025
AFiRe: Anatomy-Driven Self-Supervised Learning for Fine-Grained Representation in Radiographic ImagesAAAI Conference on Artificial Intelligence (AAAI), 2025 Yihang Liu Lianghua He Y. Wen Longzhen Yang Hongzhou Chen MedIm 333 4 0 15 Apr 2025
Hierarchical Relation-augmented Representation Generalization for Few-shot Action Recognition Hongyu Qu Ling Xing Rui Yan Yazhou Yao G. Xie Xiangbo Shu 194 1 0 14 Apr 2025
FSSUAVL: A Discriminative Framework using Vision Models for Federated Self-Supervised Audio and Image Understanding Yasar Abbas Ur Rehman Kin Wai Lau Yuyang Xie Ma Lan Jiajun Shen 318 0 0 13 Apr 2025
Impact of Language Guidance: A Reproducibility Study Cherish Puniani Advika Sinha Shree Singhi Aayan Yadav VLM 373 0 0 10 Apr 2025
Diversity-aware Dual-promotion Poisoning Attack on Sequential RecommendationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Yuchuan Zhao Tong Chen Junliang Yu Kai Zheng Lizhen Cui Hongzhi Yin 187 1 0 09 Apr 2025
R900: Understanding the Cost-Effectiveness of Random Exploration from 900 Hours of Robotic Data Collection Shutong Jin Axel Kaliff Ruiyu Wang Muhammad Zahid Florian T. Pokorny VGen 197 0 0 30 Mar 2025
MedCL: Learning Consistent Anatomy Distribution for Scribble-supervised Medical Image Segmentation Ke Zhang Vishal M. Patel 235 1 0 28 Mar 2025
Surface-Aware Distilled 3D Semantic Features Lukas Uzolas E. Eisemann Petr Kellnhofer 3DPC 3DH 296 0 0 24 Mar 2025
Linguistics-aware Masked Image Modeling for Self-supervised Scene Text RecognitionComputer Vision and Pattern Recognition (CVPR), 2025 Yifei Zhang Yu Xie Jin Wei Xiaomeng Yang Yu Zhou Can Ma Xiangyang Ji 260 7 0 24 Mar 2025
ALWNN Empowered Automatic Modulation Classification: Conquering Complexity and Scarce Sample Conditions Yunhao Quan Chuang Gao Nan Cheng Zhijie Zhang Zhisheng Yin Wenchao Xu Danyang Wang 168 0 0 24 Mar 2025
SIT-FER: Integration of Semantic-, Instance-, Text-level Information for Semi-supervised Facial Expression Recognition Sixian Ding Xu Jiang Zhongjing Du Jiaqi Cui Xinyi Zeng Yan Wang 191 0 0 24 Mar 2025
k-NN as a Simple and Effective Estimator of Transferability Moein Sorkhei Christos Matsoukas Johan Fredin Haslum Emir Konuk Kevin Smith 273 0 0 24 Mar 2025
What Time Tells Us? An Explorative Study of Time Awareness Learned from Static Images Dongheng Lin Han Hu Jianbo Jiao 220 0 0 23 Mar 2025
An Attentive Representative Sample Selection Strategy Combined with Balanced Batch Training for Skin Lesion SegmentationIEEE International Symposium on Biomedical Imaging (ISBI), 2025 Stephen Lloyd-Brown S. Francis Caroline Hoad Penny Gowland Karen Mullinger Andrew P French Xin Chen 129 0 0 21 Mar 2025
Utilization of Neighbor Information for Image Classification with Different Levels of Supervision Gihan Jayatilaka Abhinav Shrivastava M. Gwilliam 277 0 0 18 Mar 2025
Lux Post Facto: Learning Portrait Performance Relighting with Conditional Video Diffusion and a Hybrid DatasetComputer Vision and Pattern Recognition (CVPR), 2025 Yiqun Mei Mingming He Li Ma Julien Philip Wenqi Xian ... Gabriel Dedic Ahmet Levent Taşel Ning Yu Vishal M. Patel P. Debevec 335 0 0 18 Mar 2025
Dynamic Accumulated Attention Map for Interpreting Evolution of Decision-Making in Vision TransformerPattern Recognition (Pattern Recogn.), 2025 Yi Liao Yongsheng Gao Weichuan Zhang 235 5 0 18 Mar 2025