A Simple Framework for Contrastive Learning of Visual Representations

13 February 2020

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

50 / 6,747 papers shown

Title
Learning Joint ID-Textual Representation for ID-Preserving Image Synthesis Zichuan Liu Liming Jiang Qing Yan Yumin Jia Hao Kang Xin Lu DiffM 29 0 0 19 Apr 2025
Balancing Privacy and Action Performance: A Penalty-Driven Approach to Image Anonymization Nazia Aslam Kamal Nasrollahi PICV 32 0 0 19 Apr 2025
Decomposition-based multi-scale transformer framework for time series anomaly detection Wenxin Zhang Cuicui Luo AI4TS 21 0 0 19 Apr 2025
PipeWeaver: Addressing Data Dynamicity in Large Multimodal Model Training with Dynamic Interleaved Pipeline Zhenliang Xue Hanpeng Hu Xing Chen Yimin Jiang Yixin Song Zeyu Mi Yibo Zhu Daxin Jiang Yubin Xia Haibo Chen 36 0 0 19 Apr 2025
CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey Jindong Li Y. Li Yali Fu Jiahong Liu Yixin Liu Menglin Yang Irwin King VLM 36 0 0 19 Apr 2025
Exploring Generalizable Pre-training for Real-world Change Detection via Geometric Estimation Yitao Zhao Sen Lei Nanqing Liu Heng Li Turgay Celik Qing Zhu 26 0 0 19 Apr 2025
An Empirically Grounded Identifiability Theory Will Accelerate Self-Supervised Learning Research Patrik Reizinger Randall Balestriero David Klindt Wieland Brendel 38 0 0 17 Apr 2025
SAR Object Detection with Self-Supervised Pretraining and Curriculum-Aware Sampling Yasin Almalioglu Andrzej Kucik Geoffrey French Dafni Antotsiou Alexander Adam Cedric Archambeau 21 0 0 17 Apr 2025
EchoWorld: Learning Motion-Aware World Models for Echocardiography Probe Guidance Yang Yue Yulin Wang Haojun Jiang Pan Liu S. Song Gao Huang VGen 32 0 0 17 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
Self-Supervised Pre-training with Combined Datasets for 3D Perception in Autonomous Driving Shumin Wang Zhuoran Yang L. Wang Zhipeng Tang Heng Li Lehan Pan Sha Zhang Jie Peng J. Ji Y. Zhang 3DPC 46 0 0 17 Apr 2025
Perception Encoder: The best visual embeddings are not at the output of the network Daniel Bolya Po-Yao (Bernie) Huang Peize Sun Jang Hyun Cho Andrea Madotto ... Shiyu Dong Nikhila Ravi Daniel Li Piotr Dollár Christoph Feichtenhofer ObjD VOS 103 0 0 17 Apr 2025
Prototypes are Balanced Units for Efficient and Effective Partially Relevant Video Retrieval WonJun Moon Cheol-Ho Cho Woojin Jun Minho Shim Taeoh Kim Inwoong Lee Dongyoon Wee Jae-Pil Heo 29 0 0 17 Apr 2025
Towards Cardiac MRI Foundation Models: Comprehensive Visual-Tabular Representations for Whole-Heart Assessment and Beyond Yundi Zhang Paul Hager Che Liu Suprosanna Shit C. L. P. Chen Daniel Rueckert Jiazhen Pan 40 0 0 17 Apr 2025
MixSignGraph: A Sign Sequence is Worth Mixed Graphs of Nodes Shiwei Gan Yafeng Yin Zhiwei Jiang Hongkai Wen Lei Xie Sanglu Lu SLR 39 0 0 16 Apr 2025
Exploring Video-Based Driver Activity Recognition under Noisy Labels Linjuan Fan Di Wen Kunyu Peng Kailun Yang J. Zhang ... Yufan Chen Junwei Zheng Jiamin Wu Xudong Han Rainer Stiefelhagen NoLa 47 0 0 16 Apr 2025
Saga: Capturing Multi-granularity Semantics from Massive Unlabelled IMU Data for User Perception Yunzhe Li Facheng Hu Hongzi Zhu Shifan Zhang Liang Zhang Shan Chang Minyi Guo 37 0 0 16 Apr 2025
Benchmarking Mutual Information-based Loss Functions in Federated Learning Sarang S Harsh D. Chothani Qilei Li A. Abdelmoniem Arnab K. Paul FedML 28 0 0 16 Apr 2025
RADLER: Radar Object Detection Leveraging Semantic 3D City Models and Self-Supervised Radar-Image Learning Yuan Luo Rudolf Hoffmann Yan Xia Olaf Wysocki Benedikt Schwab T. H. Kolbe Daniel Cremers 36 0 0 16 Apr 2025
FACT: Foundation Model for Assessing Cancer Tissue Margins with Mass Spectrometry Mohammad Farahmand A. Jamzad Fahimeh Fooladgar Laura Connolly Martin Kaufmann Kevin Yi Mi Ren John Rudan Doug McKay Gabor Fichtinger P. Mousavi 36 0 0 15 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
Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts Quanyu Long Jianda Chen Zhengyuan Liu Nancy F. Chen Wenya Wang Sinno Jialin Pan KELM RALM LRM 111 0 0 15 Apr 2025
Deep Learning Approaches for Medical Imaging Under Varying Degrees of Label Availability: A Comprehensive Survey Siteng Ma Honghui Du Yu An Jing Wang Qinqin Wang Haochang Wu Aonghus Lawlor Ruihai Dong 34 0 0 15 Apr 2025
Bridging Distribution Gaps in Time Series Foundation Model Pretraining with Prototype-Guided Normalization Peiliang Gong Emadeldeen Eldele Min Wu Zhenghua Chen Xiaoli Li Daoqiang Zhang AI4TS AI4CE 44 0 0 15 Apr 2025
Enhancing Out-of-Distribution Detection with Extended Logit Normalization Yifan Ding Xixi Liu Jonas Unger Gabriel Eilertsen OODD 26 0 0 15 Apr 2025
TSAL: Few-shot Text Segmentation Based on Attribute Learning Chenming Li Chengxu Liu Yuanting Fan Xiao Jin Xingsong Hou Xueming Qian VLM 40 0 0 15 Apr 2025
ADT: Tuning Diffusion Models with Adversarial Supervision Dazhong Shen Guanglu Song Y. Zhang Bingqi Ma Lujundong Li D. Jiang Zhuofan Zong Y. Liu DiffM 42 0 0 15 Apr 2025
Unveiling Contrastive Learning's Capability of Neighborhood Aggregation for Collaborative Filtering Y. Zhang Yiwen Zhang Yi-cui Zhang Lei Sang Yun-Feng Yang 27 0 0 14 Apr 2025
Multi-Object Grounding via Hierarchical Contrastive Siamese Transformers Chengyi Du Keyan Jin 27 0 0 14 Apr 2025
A Model Zoo of Vision Transformers Damian Falk Léo Meynent Florence Pfammatter Konstantin Schurholt Damian Borth 34 0 0 14 Apr 2025
MURR: Model Updating with Regularized Replay for Searching a Document Stream Eugene Yang Nicola Tonellotto Dawn J Lawrie Sean MacAvaney James Mayfield Douglas W. Oard Scott Miller KELM 33 0 0 14 Apr 2025
MIEB: Massive Image Embedding Benchmark Chenghao Xiao Isaac Chung Imene Kerboua Jamie Stirling Xin Zhang Márton Kardos Roman Solomatin Noura Al Moubayed K. Enevoldsen Niklas Muennighoff VLM 35 0 0 14 Apr 2025
STaRFormer: Semi-Supervised Task-Informed Representation Learning via Dynamic Attention-Based Regional Masking for Sequential Data Maxmilian Forstenhäusler Daniel Külzer Christos Anagnostopoulos S. P. Parambath Natascha Weber AI4TS MedIm 35 0 0 14 Apr 2025
Efficient Generative Model Training via Embedded Representation Warmup Deyuan Liu Peng Sun Xufeng Li Tao Lin 21 0 0 14 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 29 0 0 13 Apr 2025
Causal integration of chemical structures improves representations of microscopy images for morphological profiling Yemin Yu Neil A. Tenenholtz Lester W. Mackey Ying Wei David Alvarez-Melis Ava P. Amini Alex X. Lu 31 0 0 13 Apr 2025
Computer-Aided Layout Generation for Building Design: A Review Jiachen Liu Yuan Xue Haomiao Ni Rui Yu Zihan Zhou S. X. Huang 3DV AI4CE 72 0 0 13 Apr 2025
Multimodal 3D Genome Pre-training Minghao Yang Pengteng Li Yan Liang Qianyi Cai Zhihang Zheng Shichen Zhang Pengfei Zhang Zhi-An Huang Hui Xiong 26 0 0 12 Apr 2025
Evolved Hierarchical Masking for Self-Supervised Learning Zhanzhou Feng Shiliang Zhang 37 0 0 12 Apr 2025
Proxy-Anchor and EVT-Driven Continual Learning Method for Generalized Category Discovery Alireza Fathalizadeh Roozbeh Razavi-Far CLL 36 0 0 11 Apr 2025
ProtoECGNet: Case-Based Interpretable Deep Learning for Multi-Label ECG Classification with Contrastive Learning S. David Chen Thomas Statchen Michael C. Burkhart Nipun Bhandari Bashar Ramadan Brett Beaulieu-Jones 37 1 0 11 Apr 2025
CMIP-CIL: A Cross-Modal Benchmark for Image-Point Class Incremental Learning Chao Qi Jianqin Yin Ren Zhang CLL 3DPC VLM 28 0 0 11 Apr 2025
Discriminator-Free Direct Preference Optimization for Video Diffusion Haoran Cheng Qide Dong Liang Peng Zhizhou Sha Weiguo Feng Jinghui Xie Zhao Song Shilei Wen Xiaofei He Boxi Wu VGen 102 0 0 11 Apr 2025
On Model and Data Scaling for Skeleton-based Self-Supervised Gait Recognition Adrian Cosma Andy Catruna Emilian Radoi 31 0 0 10 Apr 2025
The Efficacy of Semantics-Preserving Transformations in Self-Supervised Learning for Medical Ultrasound Blake Vanberlo Alexander Wong Jesse Hoey R. Arntfield 39 0 0 10 Apr 2025
Self-Bootstrapping for Versatile Test-Time Adaptation Shuaicheng Niu Guohao Chen P. Zhao Tianyi Wang Pengcheng Wu Zhiqi Shen ViT TTA 55 0 0 10 Apr 2025
Towards Generalizability to Tone and Content Variations in the Transcription of Amplifier Rendered Electric Guitar Audio Yu-Hua Chen Yuan-Chiao Cheng Yen-Tung Yeh Jui-Te Wu J. Jang Yi-Hsuan Yang 36 0 0 10 Apr 2025
Impact of Language Guidance: A Reproducibility Study Cherish Puniani Advika Sinha Shree Singhi Aayan Yadav VLM 42 0 0 10 Apr 2025
Adversarial Subspace Generation for Outlier Detection in High-Dimensional Data Jose Cribeiro-Ramallo Federico Matteucci Paul Enciu Alexander Jenke Vadim Arzamasov Thorsten Strufe Klemens Böhm 21 0 0 10 Apr 2025
Evolutionary algorithms meet self-supervised learning: a comprehensive survey Adriano Vinhas João Correia Penousal Machado SSL SyDa 61 0 0 09 Apr 2025