A Simple Framework for Contrastive Learning of Visual Representations

13 February 2020

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

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Title
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
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
Denoising Hamiltonian Network for Physical Reasoning Congyue Deng Brandon Yushan Feng Cecilia Garraffo Alan Garbarz Robin Walters William T. Freeman Leonidas J. Guibas Kaiming He AI4CE 68 0 0 10 Mar 2025
Divide and Conquer Self-Supervised Learning for High-Content Imaging Lucas Farndale Paul Henderson Edward W Roberts Ke Yuan SSL 58 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
What's in a Latent? Leveraging Diffusion Latent Space for Domain Generalization Xavier Thomas Deepti Ghadiyaram DiffM 89 0 0 09 Mar 2025
STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification Siyi Du Xinzhe Luo D. O’Regan Chen Qin 62 0 0 08 Mar 2025
USP: Unified Self-Supervised Pretraining for Image Generation and Understanding Xiangxiang Chu Renda Li Yong Wang 60 0 0 08 Mar 2025
Spatial Context-Driven Positive Pair Sampling for Enhanced Histopathology Image Classification Willmer Rafell Quinones Robles Sakonporn Noree Y. Ko Bryan Wong JongWoo Kim Mun Yi 47 0 0 07 Mar 2025
Learning LLM Preference over Intra-Dialogue Pairs: A Framework for Utterance-level Understandings Xuanqing Liu Luyang Kong Wei Niu Afshin Khashei Belinda Zeng Steve Johnson Jon Jay Davor Golac Matt Pope 41 0 0 07 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
INTENT: Trajectory Prediction Framework with Intention-Guided Contrastive Clustering Yihong Tang Wei-Ying Ma 41 0 0 06 Mar 2025
Robust Multi-View Learning via Representation Fusion of Sample-Level Attention and Alignment of Simulated Perturbation Jie Xu Na Zhao Gang Niu Masashi Sugiyama Xiaofeng Zhu 75 0 0 06 Mar 2025
Learning Transformer-based World Models with Contrastive Predictive Coding Maxime Burchi Radu Timofte 67 0 0 06 Mar 2025
ValuePilot: A Two-Phase Framework for Value-Driven Decision-Making Yitong Luo Hou Hei Lam Ziang Chen Zhenliang Zhang Xue Feng 67 0 0 06 Mar 2025
SHAPE : Self-Improved Visual Preference Alignment by Iteratively Generating Holistic Winner Kejia Chen Jiawen Zhang Jiacong Hu Jiazhen Yang Jian Lou Zunlei Feng Mingli Song 59 0 0 06 Mar 2025
Extracting Symbolic Sequences from Visual Representations via Self-Supervised Learning Victor Sebastian Martinez Pozos Ivan Vladimir Meza Ruiz 39 0 0 06 Mar 2025
Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation Ziqiang Cui Yunpeng Weng Xing Tang Xiaokun Zhang Dugang Liu ... Peiyang Liu Bowei He Weihong Luo Xiuqiang He Chen Ma AI4TS 80 0 0 06 Mar 2025
WeakSupCon: Weakly Supervised Contrastive Learning for Encoder Pre-training Bodong Zhang Hamid Manoochehri Beatrice S. Knudsen Tolga Tasdizen SSL 73 0 0 06 Mar 2025
ConstellationNet: Reinventing Spatial Clustering through GNNs Aidan Gao Junhong Lin GNN 45 0 0 06 Mar 2025
A Generalist Cross-Domain Molecular Learning Framework for Structure-Based Drug Discovery Yiheng Zhu Mingyang Li Junlong Liu Kun Fu J. Wu Q. Li Mingze Yin Jieping Ye Jian Wu Z. Wang 60 0 0 06 Mar 2025
PacketCLIP: Multi-Modal Embedding of Network Traffic and Language for Cybersecurity Reasoning Ryozo Masukawa Sanggeon Yun SungHeon Jeong Wenjun Huang Yang Ni Ian Bryant Nathaniel Bastian Mohsen Imani 53 0 0 05 Mar 2025
CLIP is Strong Enough to Fight Back: Test-time Counterattacks towards Zero-shot Adversarial Robustness of CLIP Songlong Xing Zhengyu Zhao N. Sebe AAML 62 0 0 05 Mar 2025
Intrinsic and Extrinsic Factor Disentanglement for Recommendation in Various Context Scenarios Yixin Su Wei Jiang Fangquan Lin Cheng Yang S. Erfani Junhao Gan Yunxiang Zhao Ruixuan Li Rui-Xun Zhang CML 65 0 0 05 Mar 2025
An Optimization Algorithm for Multimodal Data Alignment Wei Zhang X. Wang Lan Yu S. Li 49 0 0 05 Mar 2025
Four Principles for Physically Interpretable World Models Jordan Peper Zhenjiang Mao Yuang Geng Siyuan Pan Ivan Ruchkin 105 1 0 04 Mar 2025
Leveraging Self-Supervised Learning Methods for Remote Screening of Subjects with Paroxysmal Atrial Fibrillation A. Atienza G. Manimaran S. Puthusserypady Helena Domínguez Peter K. Jacobsen J. Bardram 58 0 0 04 Mar 2025
Adaptive Camera Sensor for Vision Models Eunsu Baek Sunghwan Han Taesik Gong Hyung-Sin Kim VLM Presented at ResearchTrend Connect \| VLM on 28 Mar 2025 159 0 0 04 Mar 2025
Learning from Noisy Labels with Contrastive Co-Transformer Yan Han S. Roy Mehrtash Harandi L. Petersson NoLa 71 0 0 04 Mar 2025
Language-Assisted Feature Transformation for Anomaly Detection EungGu Yun Heonjin Ha Yeongwoo Nam Bryan Dongik Lee 61 0 0 03 Mar 2025
Hypergraph Foundation Model Yifan Feng Shiquan Liu Xiangmin Han Shaoyi Du Zongze Wu Han Hu Yue Gao AI4CE 38 0 0 03 Mar 2025
One-shot In-context Part Segmentation Zhenqi Dai Ting Liu X. Zhang Y. X. Wei Yanning Zhang VLM 80 1 0 03 Mar 2025
Rethinking Light Decoder-based Solvers for Vehicle Routing Problems Ziwei Huang Jianan Zhou Zhiguang Cao Yixin Xu 31 1 0 02 Mar 2025
Random Walks in Self-supervised Learning for Triangular Meshes Gal Yefet A. Tal SSL 62 0 0 02 Mar 2025
OpenECG: Benchmarking ECG Foundation Models with Public 1.2 Million Records Zhijiang Wan Qianhao Yu Jia Mao Wenfeng Duan Cheng Ding 34 0 0 02 Mar 2025
Solving Instance Detection from an Open-World Perspective Qianqian Shen Yunhan Zhao Nahyun Kwon Jeeeun Kim Yanan Li Shu Kong 32 0 0 01 Mar 2025
Projection Head is Secretly an Information Bottleneck Zhuo Ouyang Kaiwen Hu Qi Zhang Yifei Wang Yisen Wang 46 0 0 01 Mar 2025
Split Adaptation for Pre-trained Vision Transformers Lixu Wang Bingqi Shang Y. Li Payal Mohapatra Wei Dong Xiao-Xu Wang Qi Zhu ViT 43 0 0 01 Mar 2025
MIRROR: Multi-Modal Pathological Self-Supervised Representation Learning via Modality Alignment and Retention Tianyi Wang Jianan Fan Dingxin Zhang Dongnan Liu Yong-quan Xia Heng Huang Weidong Cai 39 0 0 01 Mar 2025
Efficient Prompting for Continual Adaptation to Missing Modalities Zirun Guo Shulei Wang Wang Lin Weicai Yan Yangyang Wu Tao Jin CLL VLM 58 2 0 01 Mar 2025
SuperRAG: Beyond RAG with Layout-Aware Graph Modeling Jeff Yang Duy-Khanh Vu Minh-Tien Nguyen Xuan-Quang Nguyen Linh Nguyen H. Le 3DV 68 0 0 28 Feb 2025
EXALT: EXplainable ALgorithmic Tools for Optimization Problems Zuzanna Bączek Michał Bizoń Aneta Pawelec Piotr Sankowski 37 0 0 28 Feb 2025
Seeing Eye to AI? Applying Deep-Feature-Based Similarity Metrics to Information Visualization Sheng Long Angelos Chatzimparmpas Emma Alexander Matthew Kay Jessica Hullman 29 0 0 28 Feb 2025
Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning Jiuyang Dong Junjun Jiang Kui Jiang Jiahan Li Yongbing Zhang 40 0 0 28 Feb 2025
Parallel-Learning of Invariant and Tempo-variant Attributes of Single-Lead Cardiac Signals: PLITA A. Atienza J. Bardram S. Puthusserypady 33 0 0 28 Feb 2025
VRM: Knowledge Distillation via Virtual Relation Matching W. Zhang Fei Xie Weidong Cai Chao Ma 71 0 0 28 Feb 2025
A Fused Gromov-Wasserstein Approach to Subgraph Contrastive Learning Amadou S. Sangare Nicolas Dunou Jhony H. Giraldo Fragkiskos D. Malliaros SSL 62 0 0 28 Feb 2025
CuPID: Leveraging Masked Single-Lead ECG Modelling for Enhancing the Representations A. Atienza G. Manimaran J. Bardram S. Puthusserypady 39 0 0 28 Feb 2025
I see what you mean: Co-Speech Gestures for Reference Resolution in Multimodal Dialogue E. Ghaleb Bulat Khaertdinov Aslı Özyürek Raquel Fernández 36 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