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
(Debiased) Contrastive Learning Loss for Recommendation (Technical Report) Ruoming Jin Dong Li 21 0 0 13 Dec 2023
Defenses in Adversarial Machine Learning: A Survey Baoyuan Wu Shaokui Wei Mingli Zhu Meixi Zheng Zihao Zhu Mingda Zhang Hongrui Chen Danni Yuan Li Liu Qingshan Liu AAML 30 14 0 13 Dec 2023
Erasing Self-Supervised Learning Backdoor by Cluster Activation Masking Shengsheng Qian Yifei Wang Dizhan Xue Shengjie Zhang Huaiwen Zhang Changsheng Xu AAML 37 1 0 13 Dec 2023
Foundation Models in Robotics: Applications, Challenges, and the Future Roya Firoozi Johnathan Tucker Stephen Tian Anirudha Majumdar Jiankai Sun ... Brian Ichter Danny Driess Jiajun Wu Cewu Lu Mac Schwager LM&Ro AI4CE LRM VLM 35 139 0 13 Dec 2023
A Foundational Multimodal Vision Language AI Assistant for Human Pathology Ming Y. Lu Bowen Chen Drew F. K. Williamson Richard J. Chen Kenji Ikamura ... Ivy Liang L. Le Tong Ding Anil V. Parwani Faisal Mahmood MedIm LM&MA 26 20 0 13 Dec 2023
Contextually Affinitive Neighborhood Refinery for Deep Clustering Chunlin Yu Ye-ling Shi Jingya Wang 32 5 0 12 Dec 2023
NearbyPatchCL: Leveraging Nearby Patches for Self-Supervised Patch-Level Multi-Class Classification in Whole-Slide Images Gia-Bao Le Van-Tien Nguyen Trung-Truc Huynh-Le Minh-Triet Tran 22 0 0 12 Dec 2023
Cross-modal Contrastive Learning with Asymmetric Co-attention Network for Video Moment Retrieval Love Panta Prashant Shrestha Brabeem Sapkota Amrita Bhattarai Suresh Manandhar Anand Kumar Sah 23 3 0 12 Dec 2023
Go beyond End-to-End Training: Boosting Greedy Local Learning with Context Supply Chengting Yu Fengzhao Zhang Hanzhi Ma Aili Wang Er-ping Li 14 1 0 12 Dec 2023
EdgePruner: Poisoned Edge Pruning in Graph Contrastive Learning Hiroya Kato Kento Hasegawa Seira Hidano Kazuhide Fukushima AAML 30 0 0 12 Dec 2023
Transformer-based No-Reference Image Quality Assessment via Supervised Contrastive Learning Jinsong Shi Pan Gao Jie Qin ViT 29 12 0 12 Dec 2023
CLASS-M: Adaptive stain separation-based contrastive learning with pseudo-labeling for histopathological image classification Bodong Zhang Hamid Manoochehri M. M. Ho Fahimeh Fooladgar Yosep Chong Beatrice S. Knudsen Deepika Sirohi Tolga Tasdizen 32 4 0 12 Dec 2023
Toward Real Text Manipulation Detection: New Dataset and New Solution Dongliang Luo Yuliang Liu Rui Yang Xianjin Liu Jishen Zeng Yu Zhou Xiang Bai 27 2 0 12 Dec 2023
Multimodal Pretraining of Medical Time Series and Notes Ryan N. King Tianbao Yang Bobak J. Mortazavi 23 12 0 11 Dec 2023
The unreasonable effectiveness of AI CADe polyp detectors to generalize to new countries Joel Shor H. Yamano Daisuke Tsurumaru Yotam Intrator Hiroki Kayama ... Kaho Kobayashi Eiji Oki Roman Goldenberg Ehud Rivlin Ichiro Takemasa CML 10 0 0 11 Dec 2023
VisionTraj: A Noise-Robust Trajectory Recovery Framework based on Large-scale Camera Network Zhishuai Li Ziyue Li Xiaoru Hu Guoqing Du Yunhao Nie Feng Zhu Lei Bai Rui Zhao 20 3 0 11 Dec 2023
RCA-NOC: Relative Contrastive Alignment for Novel Object Captioning Jiashuo Fan Yaoyuan Liang Leyao Liu Shao-Lun Huang Lei Zhang 30 2 0 11 Dec 2023
Medical Vision Language Pretraining: A survey Prashant Shrestha Sanskar Amgain Bidur Khanal Cristian A. Linte Binod Bhattarai VLM 32 14 0 11 Dec 2023
Proxy-based Item Representation for Attribute and Context-aware Recommendation Jinseok Seol Minseok Gang Sang-goo Lee Jaehui Park 18 4 0 11 Dec 2023
Counterfactual World Modeling for Physical Dynamics Understanding Rahul Venkatesh Honglin Chen Kevin T. Feigelis Daniel M. Bear Khaled Jedoui ... Wanhee Lee Sherry Liu Kevin A. Smith Judith E. Fan Daniel L. K. Yamins VGen 40 1 0 11 Dec 2023
Mining Gaze for Contrastive Learning toward Computer-Assisted Diagnosis Zihao Zhao Sheng Wang Qian Wang Dinggang Shen MedIm 28 5 0 11 Dec 2023
Contrastive Multi-view Subspace Clustering of Hyperspectral Images based on Graph Convolutional Networks Renxiang Guan Zihao Li Xianju Li Chang-Fu Tang Ruyi Feng 18 26 0 11 Dec 2023
CONFORM: Contrast is All You Need For High-Fidelity Text-to-Image Diffusion Models Tuna Han Salih Meral Enis Simsar Federico Tombari Pinar Yanardag DiffM VLM 33 26 0 11 Dec 2023
Deciphering 'What' and 'Where' Visual Pathways from Spectral Clustering of Layer-Distributed Neural Representations Xiao Zhang David Yunis Michael Maire 25 2 0 11 Dec 2023
Temporal Supervised Contrastive Learning for Modeling Patient Risk Progression Shahriar Noroozizadeh Jeremy C. Weiss George H. Chen 24 7 0 10 Dec 2023
Federated Learning Empowered by Generative Content Rui Ye Xinyu Zhu Jingyi Chai Siheng Chen Yanfeng Wang FedML 16 2 0 10 Dec 2023
Speech and Text-Based Emotion Recognizer Varun Sharma 11 0 0 10 Dec 2023
Benchmarking of Query Strategies: Towards Future Deep Active Learning Shiryu Ueno Yusei Yamada Shunsuke Nakatsuka Kunihito Kato FedML 6 2 0 10 Dec 2023
The Counterattack of CNNs in Self-Supervised Learning: Larger Kernel Size might be All You Need Tianjin Huang Tianlong Chen Zhangyang Wang Shiwei Liu 32 1 0 09 Dec 2023
Unsupervised Multi-modal Feature Alignment for Time Series Representation Learning Cheng Liang Donghua Yang Zhiyu Liang Hongzhi Wang Zheng Liang Xiyang Zhang Jianfeng Huang AI4TS 129 1 0 09 Dec 2023
Large-scale Training of Foundation Models for Wearable Biosignals Salar Abbaspourazad Oussama Elachqar Andrew C. Miller S. Emrani Udhyakumar Nallasamy Ian Shapiro 23 30 0 08 Dec 2023
NoiseCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions in Diffusion Models Yusuf Dalva Pinar Yanardag DiffM 26 18 0 08 Dec 2023
Cross Domain Generative Augmentation: Domain Generalization with Latent Diffusion Models S. Hemati Mahdi Beitollahi A. Estiri Bassel Al Omari Xi Chen Guojun Zhang 12 6 0 08 Dec 2023
Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration Qiwen Wang Da-Wei Zhou Yi-Kai Zhang De-Chuan Zhan Han-Jia Ye CLL 37 44 0 08 Dec 2023
Prospective Role of Foundation Models in Advancing Autonomous Vehicles Jianhua Wu B. Gao Jincheng Gao Jianhao Yu Hongqing Chu ... Xun Gong Yi Chang H. E. Tseng Hong Chen Jie Chen 33 3 0 08 Dec 2023
Bridging Synthetic and Real Worlds for Pre-training Scene Text Detectors Tongkun Guan Wei Shen Xuehang Yang Xuehui Wang Xiaokang Yang 34 7 0 08 Dec 2023
Cross-BERT for Point Cloud Pretraining Xin Li Peng Li Zeyong Wei Zhe Zhu Mingqiang Wei Junhui Hou Liangliang Nan J. Qin H. Xie F. Wang SSL 3DPC 28 0 0 08 Dec 2023
VISAGE: Video Instance Segmentation with Appearance-Guided Enhancement Hanjung Kim Jaehyun Kang Miran Heo Sukjun Hwang Seoung Wug Oh Seon Joo Kim 24 0 0 08 Dec 2023
Adapting Vision Transformer for Efficient Change Detection Yang Zhao Yuxiang Zhang Yanni Dong Bo Du VLM 37 2 0 08 Dec 2023
Damage GAN: A Generative Model for Imbalanced Data Ali Anaissi Yuanzhe Jia Ali Braytee M. Naji Widad Alyassine GAN 19 1 0 08 Dec 2023
MIMIR: Masked Image Modeling for Mutual Information-based Adversarial Robustness Xiaoyun Xu Shujian Yu Jingzheng Wu S. Picek AAML 35 0 0 08 Dec 2023
Better, Not Just More: Data-Centric Machine Learning for Earth Observation R. Roscher M. Rußwurm Caroline Gevaert Michael C. Kampffmeyer J. A. dos Santos ... Ronny Hansch Stine Hansen Keiller Nogueira Jonathan Prexl D. Tuia 32 10 0 08 Dec 2023
Bootstrapping Autonomous Driving Radars with Self-Supervised Learning Yiduo Hao Sohrab Madani Junfeng Guan Mohammed Alloulah Saurabh Gupta Haitham Hassanieh SSL 34 3 0 07 Dec 2023
Graph Metanetworks for Processing Diverse Neural Architectures Derek Lim Haggai Maron Marc T. Law Jonathan Lorraine James Lucas AI4CE 29 30 0 07 Dec 2023
Urban Region Representation Learning with Attentive Fusion Fengze Sun Jianzhong Qi Yanchuan Chang Xiaoliang Fan S. Karunasekera E. Tanin AI4TS 19 5 0 07 Dec 2023
Augmentation-Free Dense Contrastive Knowledge Distillation for Efficient Semantic Segmentation Jiawei Fan Chao Li Xiaolong Liu Meina Song Anbang Yao 17 5 0 07 Dec 2023
TimeDRL: Disentangled Representation Learning for Multivariate Time-Series Ching Chang Chiao-Tung Chan Wei-Yao Wang Wenjie Peng Tien-Fu Chen AI4TS 23 2 0 07 Dec 2023
Caregiver Talk Shapes Toddler Vision: A Computational Study of Dyadic Play Timothy Schaumlöffel A. Aubret Gemma Roig Jochen Triesch 26 2 0 07 Dec 2023
LiDAR: Sensing Linear Probing Performance in Joint Embedding SSL Architectures Vimal Thilak Chen Huang Omid Saremi Laurent Dinh Hanlin Goh Preetum Nakkiran Josh Susskind Etai Littwin 18 7 0 07 Dec 2023
Series2Vec: Similarity-based Self-supervised Representation Learning for Time Series Classification Navid Mohammadi Foumani Chang Wei Tan Geoffrey I. Webb Hamid Rezatofighi Mahsa Salehi SSL AI4TS 28 4 0 07 Dec 2023