A Simple Framework for Contrastive Learning of Visual Representations

13 February 2020

Papers citing "A Simple Framework for Contrastive Learning of Visual Representations"

50 / 6,863 papers shown

Title
CFTrack: Enhancing Lightweight Visual Tracking through Contrastive Learning and Feature Matching Juntao Liang Jun Hou Weijun Zhang Yong Wang 43 0 0 27 Feb 2025
cMIM: A Contrastive Mutual Information Framework for Unified Generative and Discriminative Representation Learning Micha Livne SSL 70 0 0 27 Feb 2025
CS-PaperSum: A Large-Scale Dataset of AI-Generated Summaries for Scientific Papers Javin Liu Aryan Vats Zihao He 36 0 0 27 Feb 2025
Spatial-Spectral Diffusion Contrastive Representation Network for Hyperspectral Image Classification Yimin Zhu Linlin Xu DiffM 55 1 0 27 Feb 2025
SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning Mingsheng Cai Jiuming Jiang Wenhao Huang Che Liu Rossella Arcucci AI4TS 42 0 0 27 Feb 2025
Multi-Scale Neighborhood Occupancy Masked Autoencoder for Self-Supervised Learning in LiDAR Point Clouds Mohamed Abdelsamad Michael Ulrich Claudius Gläser Abhinav Valada 3DPC 44 0 0 27 Feb 2025
UniCodec: Unified Audio Codec with Single Domain-Adaptive Codebook Y. Jiang Qian Chen Shengpeng Ji Yu Xi Wen Wang C. Zhang Xianghu Yue Shiliang Zhang H. Li 65 0 0 27 Feb 2025
RANGE: Retrieval Augmented Neural Fields for Multi-Resolution Geo-Embeddings A. Dhakal S. Sastry Subash Khanal Adeel Ahmad Eric Xing Nathan Jacobs 53 0 0 27 Feb 2025
Graph Probability Aggregation Clustering Yuxuan Yan Na Lu Difei Mei Ruofan Yan Youtian Du 37 0 0 27 Feb 2025
TabGLM: Tabular Graph Language Model for Learning Transferable Representations Through Multi-Modal Consistency Minimization Anay Majee Maria Xenochristou Wei-Peng Chen LMTD 43 0 0 26 Feb 2025
Hierarchical corpus encoder: Fusing generative retrieval and dense indices Tongfei Chen Ankita Sharma Adam Pauls Benjamin Van Durme RALM 44 1 0 26 Feb 2025
TestNUC: Enhancing Test-Time Computing Approaches through Neighboring Unlabeled Data Consistency Henry Peng Zou Zhengyao Gu Yue Zhou Yankai Chen Weizhi Zhang Liancheng Fang Yibo Wang Yangning Li Kay Liu Philip S. Yu 74 0 0 26 Feb 2025
Multiview graph dual-attention deep learning and contrastive learning for multi-criteria recommender systems Saman Forouzandeh P. Krivitsky Rohitash Chandra 55 0 0 26 Feb 2025
MCLRL: A Multi-Domain Contrastive Learning with Reinforcement Learning Framework for Few-Shot Modulation Recognition Dongwei Xu Yutao Zhu Yao Lu Youpeng Feng Yun Lin Qi Xuan 79 0 0 26 Feb 2025
Dictionary-based Framework for Interpretable and Consistent Object Parsing Tiezheng Zhang Qihang Yu Alan Yuille Ju He 80 1 0 26 Feb 2025
Mixtraining: A Better Trade-Off Between Compute and Performance Zexin Li Jiancheng Zhang Yufei Li Yinglun Zhu Cong Liu 51 0 0 26 Feb 2025
Consistent Amortized Clustering via Generative Flow Networks Irit Chelly Roy Uziel O. Freifeld Ari Pakman 51 0 0 26 Feb 2025
Stealthy Backdoor Attack in Self-Supervised Learning Vision Encoders for Large Vision Language Models Zhaoyi Liu Huan Zhang AAML 77 0 0 25 Feb 2025
DenoMAE2.0: Improving Denoising Masked Autoencoders by Classifying Local Patches Atik Faysal Mohammad Rostami Taha Boushine Reihaneh Gh. Roshan Huaxia Wang Nikhil Muralidhar 39 1 0 25 Feb 2025
Knowledge-enhanced Multimodal ECG Representation Learning with Arbitrary-Lead Inputs Che Liu C. Ouyang Zhongwei Wan Haozhe Wang Wenjia Bai Rossella Arcucci 58 1 0 25 Feb 2025
Examining the Threat Landscape: Foundation Models and Model Stealing Ankita Raj Deepankar Varma Chetan Arora AAML 68 1 0 25 Feb 2025
Hyperspherical Normalization for Scalable Deep Reinforcement Learning Hojoon Lee Youngdo Lee Takuma Seno Donghu Kim Peter Stone Jaegul Choo 63 1 0 24 Feb 2025
DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications Ibrahim Fayad Max Zimmer Martin Schwartz P. Ciais Fabian Gieseke Gabriel Belouze Sarah Brood A. D. Truchis Alexandre d’Aspremont AI4TS 43 0 0 24 Feb 2025
Beyond Fixed Variables: Expanding-variate Time Series Forecasting via Flat Scheme and Spatio-temporal Focal Learning Minbo Ma Kai Tang Huan Li Fei Teng Dalin Zhang Tianrui Li AI4TS 44 0 0 24 Feb 2025
Road Traffic Sign Recognition method using Siamese network Combining Efficient-CNN based Encoder Zhenghao Xi Yuchao Shao Yang Zheng Xiang Liu Yaqi Liu Yitong Cai 55 0 0 24 Feb 2025
Mitigating Data Scarcity in Time Series Analysis: A Foundation Model with Series-Symbol Data Generation Wenxuan Wang K. Wu Yujian Betterest Li Dan Wang X. Zhang J. Liu AI4TS 68 0 0 24 Feb 2025
Towards Comparable Active Learning Thorben Werner Johannes Burchert Lars Schmidt-Thieme 81 0 0 24 Feb 2025
Fair Foundation Models for Medical Image Analysis: Challenges and Perspectives Dilermando Queiroz Anderson Carlos André Anjos Lilian Berton 45 0 0 24 Feb 2025
MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Representations Benedikt Alkin Lukas Miklautz Sepp Hochreiter Johannes Brandstetter VLM 68 8 0 24 Feb 2025
Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning Xingbo Fu Zihan Chen Yinhan He Song Wang Binchi Zhang Chen Chen Jundong Li OOD FedML 61 1 0 24 Feb 2025
Vision-LSTM: xLSTM as Generic Vision Backbone Benedikt Alkin M. Beck Korbinian Poppel Sepp Hochreiter Johannes Brandstetter VLM 61 43 0 24 Feb 2025
Machine learning and high dimensional vector search Matthijs Douze 63 0 0 24 Feb 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
Graph Self-Supervised Learning with Learnable Structural and Positional Encodings Asiri Wijesinghe Hao Zhu Piotr Koniusz 43 0 0 22 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 56 0 0 22 Feb 2025
Brain-Model Evaluations Need the NeuroAI Turing Test Jenelle Feather Meenakshi Khosla N. Apurva Ratan Murty Aran Nayebi 84 3 0 22 Feb 2025
MolSpectra: Pre-training 3D Molecular Representation with Multi-modal Energy Spectra Liang Wang Shaozhen Liu Yu Rong Deli Zhao Qiang Liu Shu Wu Liang Wang MedIm 66 2 0 22 Feb 2025
Set a Thief to Catch a Thief: Combating Label Noise through Noisy Meta Learning Hanxuan Wang Na Lu Xueying Zhao Yuxuan Yan Kaipeng Ma Kwoh Chee Keong Gustavo Carneiro NoLa 59 0 0 22 Feb 2025
Contrastive Similarity Learning for Market Forecasting: The ContraSim Framework Nicholas Vinden Raeid Saqur Zining Zhu Frank Rudzicz 53 0 0 22 Feb 2025
ESANS: Effective and Semantic-Aware Negative Sampling for Large-Scale Retrieval Systems Haibo Xing Kanefumi Matsuyama Hao Deng Jinxin Hu Yu Zhang Xiaoyi Zeng 38 0 0 22 Feb 2025
Discovery and Deployment of Emergent Robot Swarm Behaviors via Representation Learning and Real2Sim2Real Transfer Connor Mattson Varun Raveendra Ricardo Vega Cameron Nowzari Daniel S. Drew Daniel S. Brown 45 0 0 21 Feb 2025
Learning from End User Data with Shuffled Differential Privacy over Kernel Densities Tal Wagner FedML 48 0 0 21 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
Towards Active Participant Centric Vertical Federated Learning: Some Representations May Be All You Need Jon Irureta Jon Imaz Aizea Lojo Javier Fernandez-Marques Marco González Iñigo Perona FedML 87 1 0 20 Feb 2025
Towards Physics-Guided Foundation Models Majid Farhadloo Arun Sharma Mingzhou Yang B. Jayaprakash W. Northrop Shashi Shekhar AI4CE 38 0 0 20 Feb 2025
Myna: Masking-Based Contrastive Learning of Musical Representations Ori Yonay Tracy Hammond Tianbao Yang AAML 58 0 0 20 Feb 2025
DivIL: Unveiling and Addressing Over-Invariance for Out-of- Distribution Generalization Jiaqi Wang Yuhang Zhou Zhixiong Zhang Qiguang Chen Yongqiang Chen James Cheng OODD 58 1 0 18 Feb 2025
RAPID: Retrieval Augmented Training of Differentially Private Diffusion Models Tanqiu Jiang Changjiang Li Fenglong Ma Ting Wang 59 0 0 18 Feb 2025
Towards Polyp Counting In Full-Procedure Colonoscopy Videos Luca Parolari Andrea Cherubini Lamberto Ballan Carlo Biffi 44 0 0 17 Feb 2025
CR-CTC: Consistency regularization on CTC for improved speech recognition Zengwei Yao Wei Kang Xiaoyu Yang Fangjun Kuang Liyong Guo Han Zhu Zengrui Jin Zhaoqing Li Long Lin Daniel Povey 53 0 0 17 Feb 2025