A Simple Framework for Contrastive Learning of Visual Representations

13 February 2020

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

50 / 6,841 papers shown

Title
Unlocking the Potential of Unlabeled Data in Semi-Supervised Domain Generalization Dongkwan Lee Kyomin Hwang Nojun Kwak 94 0 0 18 Mar 2025
Utilization of Neighbor Information for Image Classification with Different Levels of Supervision Gihan Jayatilaka Abhinav Shrivastava M. Gwilliam 61 0 0 18 Mar 2025
Incorporating Attributes and Multi-Scale Structures for Heterogeneous Graph Contrastive Learning Ruobing Jiang Yacong Li Haobing Liu Yanwei Yu 52 0 0 18 Mar 2025
Efficient Multimodal 3D Object Detector via Instance-Level Contrastive Distillation Zhuoqun Su Huimin Lu Shuaifeng Jiao Junhao Xiao Y. Wang Xieyuanli Chen 3DPC 56 0 0 17 Mar 2025
Dynamic Relation Inference via Verb Embeddings Omri Suissa Muhiim Ali Ariana Azarbal Hui Shen Shekhar Pradhan 41 0 0 17 Mar 2025
Towards Scalable Foundation Model for Multi-modal and Hyperspectral Geospatial Data Haozhe Si Yuxuan Wan Minh Do Deepak Vasisht Han Zhao Hendrik Hamann 41 0 0 17 Mar 2025
Robust Audio-Visual Segmentation via Audio-Guided Visual Convergent Alignment Chen Liu Peike Li Liying Yang Dadong Wang Lincheng Li Xin Yu VOS 60 0 0 17 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
Multi Activity Sequence Alignment via Implicit Clustering Taein Kwon Zador Pataki Mahdi Rad Marc Pollefeys HAI AI4TS 62 0 0 16 Mar 2025
Defense Against Model Stealing Based on Account-Aware Distribution Discrepancy Jian-Ping Mei Weibin Zhang Jie Chen X. Zhang Tiantian Zhu AAML 48 0 0 16 Mar 2025
Enhancing Visual Representation with Textual Semantics: Textual Semantics-Powered Prototypes for Heterogeneous Federated Learning Xinghao Wu Jianwei Niu Xuefeng Liu Guogang Zhu Jiayuan Zhang Shaojie Tang 53 0 0 16 Mar 2025
SPC-GS: Gaussian Splatting with Semantic-Prompt Consistency for Indoor Open-World Free-view Synthesis from Sparse Inputs Guibiao Liao Qing Li Zhenyu Bao Guoping Qiu Kanglin Liu 3DGS 50 0 0 16 Mar 2025
Cross-Modal Diffusion for Biomechanical Dynamical Systems Through Local Manifold Alignment S. Dey Sarath Ravindran Nair DiffM 75 0 0 15 Mar 2025
Revisiting Gradient Descent: A Dual-Weight Method for Improved Learning Xi Wang 55 0 0 15 Mar 2025
Contextual Similarity Distillation: Ensemble Uncertainties with a Single Model Moritz A. Zanger Pascal R. van der Vaart Wendelin Bohmer M. Spaan UQCV BDL 135 0 0 14 Mar 2025
From Pixels to Histopathology: A Graph-Based Framework for Interpretable Whole Slide Image Analysis Alexander Weers Alexander H. Berger Laurin Lux Peter Schüffler Daniel Rueckert Johannes C. Paetzold 42 0 0 14 Mar 2025
Broaden your SCOPE! Efficient Multi-turn Conversation Planning for LLMs using Semantic Space Zhiliang Chen Xinyuan Niu Chuan-Sheng Foo Bryan Kian Hsiang Low 53 1 0 14 Mar 2025
A Novel Decomposed Feature-Oriented Framework for Open-Set Semantic Segmentation on LiDAR Data Wenbang Deng Xieyuanli Chen Qinghua Yu Yunze He Junhao Xiao Huimin Lu 44 0 0 14 Mar 2025
Self-Supervised Pretraining for Fine-Grained Plankton Recognition Joona Kareinen T. Eerola K. Kraft L. Lensu S. Suikkanen H. Kalviainen SSL 148 0 0 14 Mar 2025
LuSeg: Efficient Negative and Positive Obstacles Segmentation via Contrast-Driven Multi-Modal Feature Fusion on the Lunar Shuaifeng Jiao Zhiwen Zeng Zhuoqun Su Xieyuanli Chen Zongtan Zhou Huimin Lu 58 0 0 14 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
Unicorn: A Universal and Collaborative Reinforcement Learning Approach Towards Generalizable Network-Wide Traffic Signal Control Yifeng Zhang Yilin Liu Ping Gong Peizhuo Li Mingfeng Fan Guillaume Sartoretti 38 0 0 14 Mar 2025
FedPCA: Noise-Robust Fair Federated Learning via Performance-Capacity Analysis Nannan Wu Zengqiang Yan Nong Sang Li Yu Chang Wen Chen 43 0 0 13 Mar 2025
Whisper Speaker Identification: Leveraging Pre-Trained Multilingual Transformers for Robust Speaker Embeddings Jakaria Islam Emon Md Abu Salek Kazi Tamanna Alam 42 0 0 13 Mar 2025
Modeling Variants of Prompts for Vision-Language Models Ao Li Zongfang Liu Xinhua Li Jinghui Zhang Pengwei Wang Hu Wang VLM 48 0 0 13 Mar 2025
RankPO: Preference Optimization for Job-Talent Matching Y. Zhang M. Wang Yu Wang Xiaohui Wang 46 0 0 13 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
Structural Entropy Guided Unsupervised Graph Out-Of-Distribution Detection Yue Hou He Zhu Ruomei Liu Yingke Su Jinxiang Xia Junran Wu Ke Xu OODD 106 0 0 13 Mar 2025
Dual Test-time Training for Out-of-distribution Recommender System Xihong Yang Yiqi Wang Jin Chen Wenqi Fan Xiangyu Zhao En Zhu Xinwang Liu Defu Lian TTA 106 5 0 13 Mar 2025
A Multi-Modal Federated Learning Framework for Remote Sensing Image Classification Barış Büyüktaş Gencer Sumbul Begum Demir 47 1 0 13 Mar 2025
DRESS: Disentangled Representation-based Self-Supervised Meta-Learning for Diverse Tasks Wei Cui Tongzi Wu Jesse C. Cresswell Yi Sui Keyvan Golestan 60 0 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
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
Isolated Channel Vision Transformers: From Single-Channel Pretraining to Multi-Channel Finetuning Wenyi Lian Joakim Lindblad Patrick Micke Natasa Sladoje 59 0 0 12 Mar 2025
Implicit Contrastive Representation Learning with Guided Stop-gradient Byeongchan Lee Sehyun Lee SSL 89 2 0 12 Mar 2025
Incomplete Multi-view Clustering via Diffusion Contrastive Generation Yuanyang Zhang Yijie Lin Weiqing Yan Li Yao Xinhang Wan Guangyuan Li Chao Zhang Guanzhou Ke Jie Xu DiffM 63 0 0 12 Mar 2025
Unmasking the Unknown: Facial Deepfake Detection in the Open-Set Paradigm Nadarasar Bahavan Sanjay Saha Ken Chen Sachith Seneviratne Sanka Rasnayaka Saman K. Halgamuge 57 0 0 11 Mar 2025
Aligning Text to Image in Diffusion Models is Easier Than You Think J. Lee Byunghee Cha Jeongsol Kim Jong Chul Ye 52 0 0 11 Mar 2025
CL-MVSNet: Unsupervised Multi-view Stereo with Dual-level Contrastive Learning K. Xiong Rui Peng Zhe Zhang Tianxing Feng Jianbo Jiao Feng Gao Ronggang Wang 69 13 0 11 Mar 2025
Identity Preserving Latent Diffusion for Brain Aging Modeling Gexin Huang Zhangsihao Yang Yalin Wang Guido Gerig Mengwei Ren Xiaoxiao Li MedIm DiffM 72 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
Seal Your Backdoor with Variational Defense Ivan Sabolić Matej Grcić Sinisa Segvic AAML 138 0 0 11 Mar 2025
TwinTURBO: Semi-Supervised Fine-Tuning of Foundation Models via Mutual Information Decompositions for Downstream Task and Latent Spaces Guillaume Quétant Pavlo Molchanov S. Voloshynovskiy 45 0 0 10 Mar 2025
NukesFormers: Unpaired Hyperspectral Image Generation with Non-Uniform Domain Alignment Jiaojiao Li Shiyao Duan Haitao XU Rui Song 39 0 0 10 Mar 2025
Cross-Lingual IPA Contrastive Learning for Zero-Shot NER Jimin Sohn David R. Mortensen 47 0 0 10 Mar 2025
Semi-Supervised Medical Image Segmentation via Knowledge Mining from Large Models Yuchen Mao Hongwei Bran Li Yinyi Lai G. Papanastasiou Peng Qi Yunjie Yang Chengjia Wang VLM 47 1 0 10 Mar 2025
You Are Your Own Best Teacher: Achieving Centralized-level Performance in Federated Learning under Heterogeneous and Long-tailed Data Shanshan Yan Zexi Li Chao-Xiang Wu Meng Pang Yang Lu Yan Yan Hanzi Wang FedML 61 0 0 10 Mar 2025
Open-Set Gait Recognition from Sparse mmWave Radar Point Clouds Riccardo Mazzieri Jacopo Pegoraro Michele Rossi CVBM 46 1 0 10 Mar 2025
Alligat0R: Pre-Training Through Co-Visibility Segmentation for Relative Camera Pose Regression Thibaut Loiseau Guillaume Bourmaud Vincent Lepetit 62 0 0 10 Mar 2025
ADROIT: A Self-Supervised Framework for Learning Robust Representations for Active Learning S. Banerjee Vinay K. Verma SSL 61 0 0 10 Mar 2025