Prototypical Contrastive Learning of Unsupervised Representations

11 May 2020

Papers citing "Prototypical Contrastive Learning of Unsupervised Representations"

50 / 581 papers shown

Title
Benchmarking Transferability: A Framework for Fair and Robust Evaluation Alireza Kazemi Helia Rezvani Mahsa Baktashmotlagh 29 0 0 28 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
HiScene: Creating Hierarchical 3D Scenes with Isometric View Generation Wenqi Dong Bangbang Yang Zesong Yang Yuan Li Tao Hu Hujun Bao Yuewen Ma Zhaopeng Cui 60 0 0 17 Apr 2025
Self-Supervised Traversability Learning with Online Prototype Adaptation for Off-Road Autonomous Driving Yafeng Bu Zhenping Sun Xiaohui Li Jun Zeng Xin Zhang Hui Shen 36 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 34 0 0 15 Apr 2025
Bayesian Cross-Modal Alignment Learning for Few-Shot Out-of-Distribution Generalization Lin Zhu Yifeng Yang Zichao Nie Yuan Gao VLM 28 0 0 13 Apr 2025
ProtoGCD: Unified and Unbiased Prototype Learning for Generalized Category Discovery Shijie Ma Fei Zhu Xu-Yao Zhang Cheng-Lin Liu 27 1 0 02 Apr 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 39 0 0 21 Mar 2025
Rethinking End-to-End 2D to 3D Scene Segmentation in Gaussian Splatting Runsong Zhu Shi Qiu Zhengzhe Liu Ka-Hei Hui Qianyi Wu Pheng Ann Heng Chi-Wing Fu 3DGS 3DV 88 1 0 18 Mar 2025
Utilization of Neighbor Information for Image Classification with Different Levels of Supervision Gihan Jayatilaka Abhinav Shrivastava M. Gwilliam 64 0 0 18 Mar 2025
ProtoDepth: Unsupervised Continual Depth Completion with Prototypes Patrick Rim Hyoungseob Park Suchisrit Gangopadhyay Ziyao Zeng Younjoon Chung Alex Wong CLL MDE 63 1 0 17 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 89 2 0 12 Mar 2025
Capture Global Feature Statistics for One-Shot Federated Learning Zenghao Guan Yucan Zhou Xiaoyan Gu FedML 63 0 0 10 Mar 2025
Global graph features unveiled by unsupervised geometric deep learning Mirja Granfors Jesús Pineda Blanca Zufiria Gerbolés J. Pereira Carlo Manzo Giovanni Volpe 37 0 0 07 Mar 2025
INTENT: Trajectory Prediction Framework with Intention-Guided Contrastive Clustering Yihong Tang Wei-Ying Ma 41 0 0 06 Mar 2025
Feature Space Perturbation: A Panacea to Enhanced Transferability Estimation Prafful Kumar Khoba Zijian Wang Chetan Arora Mahsa Baktashmotlagh AAML 40 0 0 23 Feb 2025
Enhancing Adversarial Robustness of Vision-Language Models through Low-Rank Adaptation Yuheng Ji Yue Liu Zhicheng Zhang Zhao Zhang Yuting Zhao Gang Zhou Xingwei Zhang Xinwang Liu Xiaolong Zheng VLM 108 4 0 21 Feb 2025
FactorGCL: A Hypergraph-Based Factor Model with Temporal Residual Contrastive Learning for Stock Returns Prediction Yitong Duan Weiran Wang Jian Li 48 0 0 05 Feb 2025
How Well Do Self-Supervised Methods Perform in Cross-Domain Few-Shot Learning? Yiyi Zhang Ying Zheng Xiaogang Xu Jun Wang SSL 51 4 0 28 Jan 2025
Self-supervised Benchmark Lottery on ImageNet: Do Marginal Improvements Translate to Improvements on Similar Datasets? Utku Ozbulak Esla Timothy Anzaku Solha Kang W. D. Neve J. Vankerschaver 50 0 0 28 Jan 2025
A Deep Positive-Negative Prototype Approach to Integrated Prototypical Discriminative Learning Ramin Zarei-Sabzevar Ahad Harati 26 2 0 05 Jan 2025
Noise-Tolerant Hybrid Prototypical Learning with Noisy Web Data Chao Liang Linchao Zhu Zongxin Yang Wei Chen Yi Yang NoLa 59 0 0 05 Jan 2025
Unsupervised Cross-Domain Image Retrieval via Prototypical Optimal Transport Bin Li Ye-ling Shi Qian Yu Jingya Wang OT 48 1 0 31 Dec 2024
Enhancing Modality Representation and Alignment for Multimodal Cold-start Active Learning Meng Shen Yake Wei Jianxiong Yin D. Rajan D. Hu Simon See 73 0 0 12 Dec 2024
Motif Guided Graph Transformer with Combinatorial Skeleton Prototype Learning for Skeleton-Based Person Re-Identification Haocong Rao C. Miao 70 1 0 12 Dec 2024
Rethinking Self-Supervised Learning Within the Framework of Partial Information Decomposition S. Mohamadi Gianfranco Doretto Donald Adjeroh SSL 69 0 0 03 Dec 2024
Generalizable Person Re-identification via Balancing Alignment and Uniformity Y. Cho JaeYoon Kim Woo Jae Kim Junsik Jung Sung-eui Yoon CVBM OOD 80 0 0 18 Nov 2024
Preventing Dimensional Collapse in Self-Supervised Learning via Orthogonality Regularization Junlin He Jinxiao Du Wei Ma SSL 35 0 0 01 Nov 2024
BioNCERE: Non-Contrastive Enhancement For Relation Extraction In Biomedical Texts Farshad Noravesh 34 0 0 31 Oct 2024
S3PT: Scene Semantics and Structure Guided Clustering to Boost Self-Supervised Pre-Training for Autonomous Driving Maciej K. Wozniak Hariprasath Govindarajan Marvin Klingner Camille Maurice B Ravi Kiran S. Yogamani 3DPC 47 1 0 30 Oct 2024
Connecting Joint-Embedding Predictive Architecture with Contrastive Self-supervised Learning Shentong Mo Shengbang Tong 32 1 0 25 Oct 2024
SigCLR: Sigmoid Contrastive Learning of Visual Representations Ömer Veysel Çağatan 18 0 0 22 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 32 3 0 17 Oct 2024
Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation Zhiyi Pan Wei-Nan Gao Shan Liu Ge Li 23 1 0 10 Oct 2024
SCOREQ: Speech Quality Assessment with Contrastive Regression Alessandro Ragano Jan Skoglund Andrew Hines 38 6 0 09 Oct 2024
Semantic Environment Atlas for Object-Goal Navigation Nuri Kim Jeongho Park Mineui Hong Songhwai Oh 24 0 0 05 Oct 2024
Prototype based Masked Audio Model for Self-Supervised Learning of Sound Event Detection Pengfei Cai Yan Song Nan Jiang Qing Gu Ian Mcloughlin 30 2 0 26 Sep 2024
Patch-Based Contrastive Learning and Memory Consolidation for Online Unsupervised Continual Learning Cameron Taylor Vassilis Vassiliades C. Dovrolis CLL 31 0 0 24 Sep 2024
Enabling Tensor Decomposition for Time-Series Classification via A Simple Pseudo-Laplacian Contrast Man Li Ziyue Li Lijun Sun Fugee Tsung AI4TS 21 1 0 23 Sep 2024
Deep-Wide Learning Assistance for Insect Pest Classification Toan Nguyen Huy Nguyen Huy Ung Hieu T. Ung Binh T. Nguyen 19 0 0 16 Sep 2024
Multi-Scale Grouped Prototypes for Interpretable Semantic Segmentation Hugo Porta Emanuele Dalsasso Diego Marcos D. Tuia 93 0 0 14 Sep 2024
Domain-Invariant Representation Learning of Bird Sounds Ilyass Moummad Romain Serizel Emmanouil Benetos Nicolas Farrugia SSL 37 2 0 13 Sep 2024
Virtual Node Generation for Node Classification in Sparsely-Labeled Graphs Hang Cui Tarek F. Abdelzaher 25 0 0 12 Sep 2024
Dual Advancement of Representation Learning and Clustering for Sparse and Noisy Images Wenlin Li Yucheng Xu Xiaoqing Zheng Suoya Han Jun Wang Xiaobo Sun 36 0 0 03 Sep 2024
A Survey of the Self Supervised Learning Mechanisms for Vision Transformers Asifullah Khan A. Sohail M. Fiaz Mehdi Hassan Tariq Habib Afridi ... Muhammad Zaigham Zaheer Kamran Ali Tangina Sultana Ziaurrehman Tanoli Naeem Akhter 45 3 0 30 Aug 2024
Enhancing Sound Source Localization via False Negative Elimination Zengjie Song Jiangshe Zhang Yuxi Wang Junsong Fan Zhaoxiang Zhang 35 0 0 29 Aug 2024
SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery Sarah Rastegar Mohammadreza Salehi Yuki M. Asano Hazel Doughty Cees G. M. Snoek 28 4 0 26 Aug 2024
Out-of-Distribution Detection with Attention Head Masking for Multimodal Document Classification Christos Constantinou Georgios Ioannides Aman Chadha Aaron Elkins Edwin Simpson OODD 41 0 0 20 Aug 2024
Subspace Prototype Guidance for Mitigating Class Imbalance in Point Cloud Semantic Segmentation Jiawei Han Kaiqi Liu Wei Li Guangzhi Chen 31 1 0 20 Aug 2024