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
Learning Label Hierarchy with Supervised Contrastive Learning Ruixue Lian W. Sethares Junjie Hu 27 1 0 31 Jan 2024
Rank Supervised Contrastive Learning for Time Series Classification Qianying Ren Dongsheng Luo Dongjin Song AI4TS 21 2 0 31 Jan 2024
Optimizing contrastive learning for cortical folding pattern detection Aymeric Gaudin Louise Guillon Clara Fischer Arnaud Cachia D. Rivière J. F. Mangin J. Chavas 38 3 0 31 Jan 2024
Distillation Enhanced Time Series Forecasting Network with Momentum Contrastive Learning Haozhi Gao Qianqian Ren Jinbao Li AI4TS 29 2 0 31 Jan 2024
COMET: Contrastive Mean Teacher for Online Source-Free Universal Domain Adaptation Pascal Schlachter Bin Yang 24 3 0 31 Jan 2024
All Beings Are Equal in Open Set Recognition Chaohua Li Enhao Zhang Chuanxing Geng Songcan Chen 27 1 0 31 Jan 2024
Efficient Learning of Convolution Weights as Gaussian Mixture Model Posteriors Lifan Liang 17 0 0 30 Jan 2024
M2CURL: Sample-Efficient Multimodal Reinforcement Learning via Self-Supervised Representation Learning for Robotic Manipulation Fotios Lygerakis Vedant Dave Elmar Rueckert SSL 27 2 0 30 Jan 2024
Detection and Recovery Against Deep Neural Network Fault Injection Attacks Based on Contrastive Learning Chenan Wang Pu Zhao Siyue Wang Xue Lin AAML 11 3 0 30 Jan 2024
Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models Weijiao Zhang Jindong Han Zhao Xu Hang Ni Hao Liu Hui Xiong Hui Xiong AI4CE 77 15 0 30 Jan 2024
Multi-granularity Correspondence Learning from Long-term Noisy Videos Yijie Lin Jie Zhang Zhenyu Huang Jia-Wei Liu Zujie Wen Xi Peng 37 18 0 30 Jan 2024
Self-Supervised Representation Learning for Nerve Fiber Distribution Patterns in 3D-PLI Alexander Oberstrass Sascha E. A. Muenzing Meiqi Niu N. Palomero-Gallagher Christian Schiffer M. Axer K. Amunts Timo Dickscheid 27 3 0 30 Jan 2024
Computer Vision for Primate Behavior Analysis in the Wild Richard Vogg Timo Lüddecke Jonathan Henrich Sharmita Dey Matthias Nuske ... Alexander Gail Stefan Treue H. Scherberger F. Worgotter Alexander S. Ecker 33 3 0 29 Jan 2024
ConFit: Improving Resume-Job Matching using Data Augmentation and Contrastive Learning Xiao Yu Jinzhong Zhang Zhou Yu 35 1 0 29 Jan 2024
PICL: Physics Informed Contrastive Learning for Partial Differential Equations Cooper Lorsung A. Farimani AI4CE 33 4 0 29 Jan 2024
$CIMIL-CRC: a clinically-informed multiple instance learning framework for patient-level colorectal cancer molecular subtypes classification from H\&E stained images$ CIMIL-CRC: a clinically-informed multiple instance learning framework for patient-level colorectal cancer molecular subtypes classification from H\&E stained images Hadar Hezi Matan Gelber Alexander Balabanov Y. Maruvka Moti Freiman 23 3 0 29 Jan 2024
Finding Challenging Metaphors that Confuse Pretrained Language Models Yucheng Li Frank Guerin Chenghua Lin 40 2 0 29 Jan 2024
GPS: Graph Contrastive Learning via Multi-scale Augmented Views from Adversarial Pooling Wei Ju Yiyang Gu Zhengyan Mao Ziyue Qiao Yifang Qin Xiao Luo Hui Xiong Ming Zhang SSL 27 8 0 29 Jan 2024
MLEM: Generative and Contrastive Learning as Distinct Modalities for Event Sequences Viktor Moskvoretskii Dmitry Osin Egor Shvetsov Igor Udovichenko Maxim Zhelnin Andrey Dukhovny Anna Zhimerikina E. Burnaev AI4TS 25 2 0 29 Jan 2024
RecDCL: Dual Contrastive Learning for Recommendation Dan Zhang Yangliao Geng Wenwen Gong Zhongang Qi Zhiyu Chen Xing Tang Ying Shan Yuxiao Dong Jie Tang 35 24 0 28 Jan 2024
A Comprehensive Survey of Compression Algorithms for Language Models Seungcheol Park Jaehyeon Choi Sojin Lee U. Kang MQ 29 12 0 27 Jan 2024
Music Auto-Tagging with Robust Music Representation Learned via Domain Adversarial Training Haesun Joung Kyogu Lee 31 0 0 27 Jan 2024
Better Representations via Adversarial Training in Pre-Training: A Theoretical Perspective Yue Xing Xiaofeng Lin Qifan Song Yi Tian Xu Belinda Zeng Guang Cheng SSL 23 0 0 26 Jan 2024
MEA-Defender: A Robust Watermark against Model Extraction Attack Peizhuo Lv Hualong Ma Kai Chen Jiachen Zhou Shengzhi Zhang Ruigang Liang Shenchen Zhu Pan Li Yingjun Zhang MIACV AAML 25 7 0 26 Jan 2024
BackdoorBench: A Comprehensive Benchmark and Analysis of Backdoor Learning Baoyuan Wu Hongrui Chen Mingda Zhang Zihao Zhu Shaokui Wei Danni Yuan Mingli Zhu Ruotong Wang Li Liu Chaoxiao Shen AAML ELM 75 9 0 26 Jan 2024
Coca: Improving and Explaining Graph Neural Network-Based Vulnerability Detection Systems Sicong Cao Xiaobing Sun Xiaoxue Wu David Lo Lili Bo Bin Li Wei Liu AAML 32 12 0 26 Jan 2024
Asymptotic Midpoint Mixup for Margin Balancing and Moderate Broadening Hoyong Kim Semi Lee Kangil Kim CLL 24 2 0 26 Jan 2024
Incorporating simulated spatial context information improves the effectiveness of contrastive learning models Lizhen Zhu James Z. Wang Wonseuk Lee Bradley P. Wyble 40 2 0 26 Jan 2024
Multimodal Pathway: Improve Transformers with Irrelevant Data from Other Modalities Yiyuan Zhang Xiaohan Ding Kaixiong Gong Yixiao Ge Ying Shan Xiangyu Yue ViT 22 7 0 25 Jan 2024
Deconstructing Denoising Diffusion Models for Self-Supervised Learning Xinlei Chen Zhuang Liu Saining Xie Kaiming He DiffM 35 54 0 25 Jan 2024
Inconsistency Masks: Removing the Uncertainty from Input-Pseudo-Label Pairs Michael R. H. Vorndran Bernhard F. Roeck VLM ISeg UQCV 28 3 0 25 Jan 2024
Improving Antibody Humanness Prediction using Patent Data Talip Uçar Aubin Ramon Dino Oglic Rebecca Croasdale-wood Tom Diethe Pietro Sormanni 25 1 0 25 Jan 2024
Exploiting Liver CT scans in Colorectal Carcinoma genomics mutation classification Daniele Perlo L. Berton Alessia Delpiano Francesca Menchini S. Tibaldi M. Grosso P. Fonio 21 0 0 25 Jan 2024
Deep Clustering with Diffused Sampling and Hardness-aware Self-distillation Hai-Xin Zhang Dong Huang 27 0 0 25 Jan 2024
Cross-Domain Few-Shot Learning via Adaptive Transformer Networks Naeem Paeedeh Mahardhika Pratama M. A. Ma'sum Wolfgang Mayer Zehong Cao Ryszard Kowlczyk 28 9 0 25 Jan 2024
Rethinking Patch Dependence for Masked Autoencoders Letian Fu Long Lian Renhao Wang Baifeng Shi Xudong Wang Adam Yala Trevor Darrell Alexei A. Efros Ken Goldberg 34 14 0 25 Jan 2024
DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning Xinghao Wang Junliang He Pengyu Wang Yunhua Zhou Tianxiang Sun Xipeng Qiu AI4TS 30 3 0 24 Jan 2024
Towards Efficient and Effective Deep Clustering with Dynamic Grouping and Prototype Aggregation Hai-Xin Zhang Dong Huang 18 0 0 24 Jan 2024
Learning Representations for Clustering via Partial Information Discrimination and Cross-Level Interaction Hai-Xin Zhang Dong Huang Hua-Bao Ling Guang-Yu Zhang Wei-jun Sun Zi-hao Wen 18 0 0 24 Jan 2024
SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval Siwei Wu Yizhi Li Kang Zhu Ge Zhang Yiming Liang ... Wenhu Chen Wenhao Huang Noura Al Moubayed Jie Fu Chenghua Lin 46 11 0 24 Jan 2024
RAW: A Robust and Agile Plug-and-Play Watermark Framework for AI-Generated Images with Provable Guarantees Xun Xian Ganghua Wang Xuan Bi Jayanth Srinivasa Ashish Kundu Mingyi Hong Jie Ding WIGM 24 4 0 23 Jan 2024
DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision Transformer Sonal Kumar Arijit Sur R. Baruah ViT 37 2 0 23 Jan 2024
Consistency Enhancement-Based Deep Multiview Clustering via Contrastive Learning Hao Yang Hua Mao Wai Lok Woo Jie Chen Xi Peng 18 0 0 23 Jan 2024
Graph Contrastive Invariant Learning from the Causal Perspective Yanhu Mo Xiao Wang Shaohua Fan Chuan Shi 32 14 0 23 Jan 2024
Detecting and recognizing characters in Greek papyri with YOLOv8, DeiT and SimCLR Robert Turnbull Evelyn Mannix 27 1 0 23 Jan 2024
Contrastive Learning in Distilled Models Valerie Lim Kai Wen Ng Kenneth Lim 16 0 0 23 Jan 2024
AdaEmbed: Semi-supervised Domain Adaptation in the Embedding Space A. Mottaghi Mohammad Abdullah Jamal Serena Yeung Omid Mohareri 33 0 0 23 Jan 2024
Self-supervised Learning of LiDAR 3D Point Clouds via 2D-3D Neural Calibration Yifan Zhang Siyu Ren Junhui Hou Jinjian Wu Guangming Shi Guangming Shi SSL 3DPC 87 3 0 23 Jan 2024
OCT-SelfNet: A Self-Supervised Framework with Multi-Modal Datasets for Generalized and Robust Retinal Disease Detection Fatema Jannat Sina Gholami Minha Alam Hamed Tabkhi 16 1 0 22 Jan 2024
Contrastive Learning and Cycle Consistency-based Transductive Transfer Learning for Target Annotation S. Sami Md Golam Moula Mehedi Hasan Nasser M. Nasrabadi Raghuveer Rao 31 2 0 22 Jan 2024