Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination

5 May 2018

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

50 / 1,919 papers shown

Title
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 28 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 31 0 0 07 May 2025
TeDA: Boosting Vision-Lanuage Models for Zero-Shot 3D Object Retrieval via Testing-time Distribution Alignment Z. Wang Yang Zhou Jinhai Xiang Y. Wang Xinwei He VLM 42 0 0 05 May 2025
Benchmarking Transferability: A Framework for Fair and Robust Evaluation Alireza Kazemi Helia Rezvani Mahsa Baktashmotlagh 29 0 0 28 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 21 0 0 25 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 69 0 0 25 Apr 2025
Decomposition-based multi-scale transformer framework for time series anomaly detection Wenxin Zhang Cuicui Luo AI4TS 21 0 0 19 Apr 2025
The Others: Naturally Isolating Out-of-Distribution Samples for Robust Open-Set Semi-Supervised Learning You Rim Choi Subeom Park Seojun Heo Eunchung Noh Hyung-Sin Kim OODD 47 0 0 17 Apr 2025
Exploring Video-Based Driver Activity Recognition under Noisy Labels Linjuan Fan Di Wen Kunyu Peng Kailun Yang J. Zhang ... Yufan Chen Junwei Zheng Jiamin Wu Xudong Han Rainer Stiefelhagen NoLa 47 0 0 16 Apr 2025
AFiRe: Anatomy-Driven Self-Supervised Learning for Fine-Grained Representation in Radiographic Images Yihang Liu Lianghua He Y. Wen Longzhen Yang Hongzhou Chen MedIm 31 0 0 15 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 29 0 0 13 Apr 2025
Impact of Language Guidance: A Reproducibility Study Cherish Puniani Advika Sinha Shree Singhi Aayan Yadav VLM 42 0 0 10 Apr 2025
Diversity-aware Dual-promotion Poisoning Attack on Sequential Recommendation Yuchuan Zhao Tong Chen Junliang Yu Kai Zheng Lizhen Cui Hongzhi Yin 21 0 0 09 Apr 2025
Can Visuo-motor Policies Benefit from Random Exploration Data? A Case Study on Stacking Shutong Jin Axel Kaliff Ruiyu Wang Muhammad Zahid Florian T. Pokorny VGen 36 0 0 30 Mar 2025
MedCL: Learning Consistent Anatomy Distribution for Scribble-supervised Medical Image Segmentation Ke Zhang Vishal M. Patel 44 0 0 28 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 34 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 57 0 0 24 Mar 2025
Surface-Aware Distilled 3D Semantic Features Lukas Uzolas E. Eisemann Petr Kellnhofer 3DPC 3DH 78 0 0 24 Mar 2025
Linguistics-aware Masked Image Modeling for Self-supervised Scene Text Recognition Yifei Zhang Chang-Shu Liu Jin Wei Xiaomeng Yang Yu Zhou Can Ma Xiangyang Ji 60 2 0 24 Mar 2025
k-NN as a Simple and Effective Estimator of Transferability Moein Sorkhei Christos Matsoukas Johan Fredin Haslum Kevin Smith 52 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 46 0 0 23 Mar 2025
An Attentive Representative Sample Selection Strategy Combined with Balanced Batch Training for Skin Lesion Segmentation Stephen Lloyd-Brown S. Francis Caroline Hoad Penny Gowland Karen Mullinger Andrew P. French Xin Chen 37 0 0 21 Mar 2025
Dynamic Accumulated Attention Map for Interpreting Evolution of Decision-Making in Vision Transformer Yi Liao Yongsheng Gao Weichuan Zhang 44 1 0 18 Mar 2025
Lux Post Facto: Learning Portrait Performance Relighting with Conditional Video Diffusion and a Hybrid Dataset Yiqun Mei Mingming He Li Ma Julien Philip Wenqi Xian ... Gabriel Dedic Ahmet Levent Taşel Ning Yu Vishal M. Patel P. Debevec 48 0 0 18 Mar 2025
Utilization of Neighbor Information for Image Classification with Different Levels of Supervision Gihan Jayatilaka Abhinav Shrivastava M. Gwilliam 59 0 0 18 Mar 2025
Multi Activity Sequence Alignment via Implicit Clustering Taein Kwon Zador Pataki Mahdi Rad Marc Pollefeys HAI AI4TS 60 0 0 16 Mar 2025
COVID 19 Diagnosis Analysis using Transfer Learning Anjali Dharmik 50 0 0 16 Mar 2025
SAM2-ELNet: Label Enhancement and Automatic Annotation for Remote Sensing Segmentation Jianhao Yang Wenshuo Yu Yuanchao Lv Jiance Sun Bokang Sun Mingyang Liu 49 0 0 16 Mar 2025
Spherical Tree-Sliced Wasserstein Distance Hoang V. Tran Thanh T. Chu K. Nguyen Trang Pham Tam Le T. Nguyen OT 59 3 0 14 Mar 2025
Interpretable Image Classification via Non-parametric Part Prototype Learning Zhijie Zhu Lei Fan M. Pagnucco Yang Song 39 0 0 13 Mar 2025
CleverDistiller: Simple and Spatially Consistent Cross-modal Distillation Hariprasath Govindarajan Maciej K. Wozniak Marvin Klingner Camille Maurice B. R. Kiran S. Yogamani 53 0 0 12 Mar 2025
Implicit Contrastive Representation Learning with Guided Stop-gradient Byeongchan Lee Sehyun Lee SSL 87 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 66 0 0 12 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 142 0 0 11 Mar 2025
A Theoretical Framework for Preventing Class Collapse in Supervised Contrastive Learning Chungpa Lee Jeongheon Oh Kibok Lee Jy-yong Sohn SSL 86 1 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 54 1 0 07 Mar 2025
Learning from Noisy Labels with Contrastive Co-Transformer Yan Han S. Roy Mehrtash Harandi L. Petersson NoLa 64 0 0 04 Mar 2025
Random Walks in Self-supervised Learning for Triangular Meshes Gal Yefet A. Tal SSL 55 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 44 1 0 28 Feb 2025
Consistent Amortized Clustering via Generative Flow Networks Irit Chelly Roy Uziel O. Freifeld Ari Pakman 46 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 63 8 0 24 Feb 2025
Feature Space Perturbation: A Panacea to Enhanced Transferability Estimation Prafful Kumar Khoba Zijian Wang Chetan Arora Mahsa Baktashmotlagh AAML 33 0 0 23 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 48 0 0 22 Feb 2025
Graph Self-Supervised Learning with Learnable Structural and Positional Encodings Asiri Wijesinghe Hao Zhu Piotr Koniusz 40 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 74 0 0 21 Feb 2025
Simplifying DINO via Coding Rate Regularization Ziyang Wu Jingyuan Zhang Druv Pai X. Wang Chandan Singh Jianwei Yang Jianfeng Gao Yi-An Ma 145 1 0 17 Feb 2025
Without Paired Labeled Data: An End-to-End Self-Supervised Paradigm for UAV-View Geo-Localization Zhongwei Chen Zhao-Xu Yang Hai-Jun Rong SSL 56 0 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 80 0 0 17 Feb 2025
Multi-level Supervised Contrastive Learning Naghmeh Ghanooni Barbod Pajoum Harshit Rawal Sophie Fellenz Vo Nguyen Le Duy Marius Kloft 86 0 0 04 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 88 0 0 04 Feb 2025