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
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 27 0 0 20 Jun 2025
Multi-Interest Recommendation: A Survey Zihao Li Qiang Chen Lixin Zou Aixin Sun Chenliang Li AI4TS 19 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 34 0 0 16 Jun 2025
On the Similarities of Embeddings in Contrastive Learning Chungpa Lee Sehee Lim Kibok Lee Jy-yong Sohn SSL 81 0 0 11 Jun 2025
Spatial Transcriptomics Expression Prediction from Histopathology Based on Cross-Modal Mask Reconstruction and Contrastive Learning Junzhuo Liu Markus Eckstein Zhixiang Wang Friedrich Feuerhake Dorit Merhof MedIm 27 0 0 10 Jun 2025
Diffuse and Disperse: Image Generation with Representation Regularization Runqian Wang Kaiming He DiffM 50 0 0 10 Jun 2025
Multiple Object Stitching for Unsupervised Representation Learning Chengchao Shen Dawei Liu Jianxin Wang OCL SSL 24 0 0 09 Jun 2025
When Better Features Mean Greater Risks: The Performance-Privacy Trade-Off in Contrastive Learning Ruining Sun Hongsheng Hu Wei Luo Zhaoxi Zhang Yanjun Zhang Haizhuan Yuan Leo Yu Zhang MIACV AAML 60 0 0 06 Jun 2025
Dream to Generalize: Zero-Shot Model-Based Reinforcement Learning for Unseen Visual Distractions Jeongsoo Ha Kyungsoo Kim Yusung Kim OffRL VLM 64 6 0 05 Jun 2025
Aligning Multimodal Representations through an Information Bottleneck Antonio Almudévar José Miguel Hernández-Lobato Sameer Khurana R. Marxer Alfonso Ortega SSL 112 0 0 05 Jun 2025
ECP-Mamba: An Efficient Multi-scale Self-supervised Contrastive Learning Method with State Space Model for PolSAR Image Classification Zuzheng Kuang Haixia Bi Chen Xu Jian Sun Mamba 64 0 0 01 Jun 2025
A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Chengzhi Wu Qianliang Huang Kun Jin Julius Pfrommer Jürgen Beyerer 3DPC SSL 52 3 0 30 May 2025
FreRA: A Frequency-Refined Augmentation for Contrastive Learning on Time Series Classification Tian Tian Chunyan Miao Hangwei Qian AI4TS 24 0 0 29 May 2025
Towards a More Generalized Approach in Open Relation Extraction Qing Wang Yuepei Li Qiao Qiao Kang Zhou Qi Li NAI 26 0 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 Fanjiang Xu 39 0 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 172 0 0 26 May 2025
Proto-FG3D: Prototype-based Interpretable Fine-Grained 3D Shape Classification Shuxian Ma Zihao Dong Runmin Cong Sam Kwong Xiuli Shao 110 0 0 23 May 2025
Self-Organizing Visual Prototypes for Non-Parametric Representation Learning T. Silva Hélio Pedrini Adín Ramirez Rivera 39 0 0 23 May 2025
Do DeepFake Attribution Models Generalize? Spiros Baxavanakis Manos Schinas Symeon Papadopoulos 31 1 0 22 May 2025
Collaborative Unlabeled Data Optimization Xinyi Shang Peng Sun Fengyuan Liu Tao Lin 80 0 0 20 May 2025
DDAE++: Enhancing Diffusion Models Towards Unified Generative and Discriminative Learning Weilai Xiang Hongyu Yang Di Huang Yunhong Wang 122 0 0 16 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 80 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 83 0 0 07 May 2025
TeDA: Boosting Vision-Lanuage Models for Zero-Shot 3D Object Retrieval via Testing-time Distribution Alignment Zehao Wang Yang Zhou Jinhai Xiang Yanjie Wang Xinwei He VLM 81 0 0 05 May 2025
Benchmarking Transferability: A Framework for Fair and Robust Evaluation Alireza Kazemi Helia Rezvani Mahsa Baktashmotlagh 75 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 83 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 136 0 0 25 Apr 2025
Decomposition-based multi-scale transformer framework for time series anomaly detection Wenxin Zhang Cuicui Luo AI4TS 82 1 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 146 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 98 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 146 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 140 0 0 13 Apr 2025
Impact of Language Guidance: A Reproducibility Study Cherish Puniani Advika Sinha Shree Singhi Aayan Yadav VLM 206 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 59 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 64 0 0 30 Mar 2025
MedCL: Learning Consistent Anatomy Distribution for Scribble-supervised Medical Image Segmentation Ke Zhang Vishal M. Patel 101 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 64 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 104 3 0 24 Mar 2025
Surface-Aware Distilled 3D Semantic Features Lukas Uzolas E. Eisemann Petr Kellnhofer 3DPC 3DH 119 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 78 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 94 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 63 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 52 0 0 21 Mar 2025
Utilization of Neighbor Information for Image Classification with Different Levels of Supervision Gihan Jayatilaka Abhinav Shrivastava M. Gwilliam 105 0 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 131 0 0 18 Mar 2025
Dynamic Accumulated Attention Map for Interpreting Evolution of Decision-Making in Vision Transformer Yi Liao Yongsheng Gao Weichuan Zhang 84 3 0 18 Mar 2025
COVID 19 Diagnosis Analysis using Transfer Learning Anjali Dharmik 160 0 0 16 Mar 2025
Multi Activity Sequence Alignment via Implicit Clustering Taein Kwon Zador Pataki Mahdi Rad Marc Pollefeys HAI AI4TS 103 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 81 0 0 16 Mar 2025
Spherical Tree-Sliced Wasserstein Distance Hoang V. Tran Thanh T. Chu K. Nguyen Trang Pham Tam Le Trung Quoc Nguyen OT 97 5 0 14 Mar 2025