Supervised Contrastive Learning

23 April 2020

Papers citing "Supervised Contrastive Learning"

50 / 865 papers shown

Title
Keypoint-Guided Optimal Transport Xiang Gu Yucheng Yang Weizhen Zeng Jian Sun Zongben Xu 51 1 0 23 Mar 2023
Multi-view Feature Extraction based on Triple Contrastive Heads Hongjie Zhang 13 0 0 22 Mar 2023
Architecture, Dataset and Model-Scale Agnostic Data-free Meta-Learning Zixuan Hu Li Shen Zhenyi Wang Tongliang Liu Chun Yuan Dacheng Tao 49 4 0 20 Mar 2023
mCPT at SemEval-2023 Task 3: Multilingual Label-Aware Contrastive Pre-Training of Transformers for Few- and Zero-shot Framing Detection Markus Reiter-Haas Alexander Ertl Kevin Innerhofer Elisabeth Lex VLM 19 7 0 17 Mar 2023
DORIC : Domain Robust Fine-Tuning for Open Intent Clustering through Dependency Parsing Jihyung Lee Seungyeon Seo Yunsu Kim G. G. Lee 32 1 0 17 Mar 2023
AdaOPC: A Self-Adaptive Mask Optimization Framework For Real Design Patterns Wenqian Zhao Xufeng Yao Ziyang Yu Guojin Chen Yuzhe Ma Bei Yu Martin D. F. Wong 32 17 0 15 Mar 2023
WDiscOOD: Out-of-Distribution Detection via Whitened Linear Discriminant Analysis Yiye Chen Yunzhi Lin Ruinian Xu Patricio A. Vela OODD 37 3 0 14 Mar 2023
Twin Contrastive Learning with Noisy Labels Zhizhong Huang Junping Zhang Hongming Shan NoLa 19 53 0 13 Mar 2023
Hierarchical Relationships: A New Perspective to Enhance Scene Graph Generation Bowen Jiang Camillo J Taylor 28 3 0 13 Mar 2023
Functional Knowledge Transfer with Self-supervised Representation Learning Prakash Chandra Chhipa Muskan Chopra G. Mengi Varun Gupta Richa Upadhyay Meenakshi Subhash Chippa Kanjar De Rajkumar Saini Seiichi Uchida Marcus Liwicki SSL 21 2 0 12 Mar 2023
Generalizing and Decoupling Neural Collapse via Hyperspherical Uniformity Gap Weiyang Liu L. Yu Adrian Weller Bernhard Schölkopf 39 18 0 11 Mar 2023
Rethinking Self-Supervised Visual Representation Learning in Pre-training for 3D Human Pose and Shape Estimation Hongsuk Choi Hyeongjin Nam T. Lee Gyeongsik Moon Kyoung Mu Lee 44 7 0 09 Mar 2023
Inversion dynamics of class manifolds in deep learning reveals tradeoffs underlying generalisation Simone Ciceri Lorenzo Cassani Matteo Osella P. Rotondo P. Pizzochero M. Gherardi 44 7 0 09 Mar 2023
SC-Block: Supervised Contrastive Blocking within Entity Resolution Pipelines Alexander Brinkmann Roee Shraga Christian Bizer 50 9 0 06 Mar 2023
CoRTX: Contrastive Framework for Real-time Explanation Yu-Neng Chuang Guanchu Wang Fan Yang Quan-Gen Zhou Pushkar Tripathi Xuanting Cai Xia Hu 51 20 0 05 Mar 2023
Towards Democratizing Joint-Embedding Self-Supervised Learning Florian Bordes Randall Balestriero Pascal Vincent 30 20 0 03 Mar 2023
Generalized Semantic Segmentation by Self-Supervised Source Domain Projection and Multi-Level Contrastive Learning Liwei Yang Xiang Gu Jian Sun 39 13 0 03 Mar 2023
Hierarchical discriminative learning improves visual representations of biomedical microscopy Cheng Jiang X. Hou A. Kondepudi Asadur Chowdury C. Freudiger D. Orringer Honglak Lee Todd C. Hollon 37 12 0 02 Mar 2023
QAID: Question Answering Inspired Few-shot Intent Detection Asaf Yehudai Matan Vetzler Y. Mass Koren Lazar Doron Cohen Boaz Carmeli 27 7 0 02 Mar 2023
Dissolving Is Amplifying: Towards Fine-Grained Anomaly Detection Jian Shi Pengyi Zhang Ni Zhang Hakim Ghazzai Y. Massoud MedIm 45 6 0 28 Feb 2023
Aegis: Mitigating Targeted Bit-flip Attacks against Deep Neural Networks Jialai Wang Ziyuan Zhang Meiqi Wang Han Qiu Tianwei Zhang Qi Li Zongpeng Li Tao Wei Chao Zhang AAML 27 20 0 27 Feb 2023
Partial Label Learning for Emotion Recognition from EEG Guangyi Zhang Ali Etemad 49 2 0 25 Feb 2023
Learning Visual Representations via Language-Guided Sampling Mohamed El Banani Karan Desai Justin Johnson SSL VLM 31 28 0 23 Feb 2023
A Comprehensive Survey on Source-free Domain Adaptation Zhiqi Yu Jingjing Li Zhekai Du Lei Zhu H. Shen TTA 44 96 0 23 Feb 2023
Delving into Identify-Emphasize Paradigm for Combating Unknown Bias Bowen Zhao Chen Chen Qian-Wei Wang Anfeng He Shutao Xia 47 1 0 22 Feb 2023
Steerable Equivariant Representation Learning Sangnie Bhardwaj Willie McClinton Tongzhou Wang Guillaume Lajoie Chen Sun Phillip Isola Dilip Krishnan OOD LLMSV 36 5 0 22 Feb 2023
Novel Class Discovery: an Introduction and Key Concepts Colin Troisemaine V. Lemaire Stéphane Gosselin Alexandre Reiffers-Masson Joachim Flocon-Cholet Sandrine Vaton 53 21 0 22 Feb 2023
Contrastive Representation Learning for Acoustic Parameter Estimation Philipp Götz Cagdas Tuna Andreas Walther Emanuel Habets SSL 30 7 0 22 Feb 2023
A General-Purpose Transferable Predictor for Neural Architecture Search Fred X. Han Keith G. Mills Fabián A. Chudak Parsa Riahi Mohammad Salameh Jialin Zhang Wei Lu Shangling Jui Di Niu AI4CE OOD 20 2 0 21 Feb 2023
On Handling Catastrophic Forgetting for Incremental Learning of Human Physical Activity on the Edge Jingwei Zuo George Arvanitakis Hakim Hacid 26 4 0 18 Feb 2023
Dialogue State Distillation Network with Inter-slot Contrastive Learning for Dialogue State Tracking Jing Xu Dandan Song Chong Liu Siu Cheung Hui Fei Li Qiang Ju Xiaonan He Jian Xie 29 5 0 16 Feb 2023
Type-Aware Decomposed Framework for Few-Shot Named Entity Recognition Yongqi Li Yu Yu T. Qian 26 15 0 13 Feb 2023
SCLIFD:Supervised Contrastive Knowledge Distillation for Incremental Fault Diagnosis under Limited Fault Data Peng Peng Hanrong Zhang Mengxuan Li Gongzhuang Peng Hongwei Wang Weiming Shen CLL 19 8 0 12 Feb 2023
Fairness-aware Multi-view Clustering Lecheng Zheng Yada Zhu Jingrui He 36 5 0 11 Feb 2023
CUDA: Curriculum of Data Augmentation for Long-Tailed Recognition Sumyeong Ahn Jongwoo Ko Se-Young Yun 43 30 0 10 Feb 2023
A Text-guided Protein Design Framework Shengchao Liu Yanjing Li Zhuoxinran Li A. Gitter Yutao Zhu ... Arvind Ramanathan Chaowei Xiao Jian Tang Hongyu Guo Anima Anandkumar 70 61 0 09 Feb 2023
Multi-view Feature Extraction based on Dual Contrastive Head Hongjie Zhang 23 1 0 08 Feb 2023
Cluster-Level Contrastive Learning for Emotion Recognition in Conversations Kailai Yang Tianlin Zhang Hassan Alhuzali Sophia Ananiadou 39 43 0 07 Feb 2023
SimCon Loss with Multiple Views for Text Supervised Semantic Segmentation Yash J. Patel Yusheng Xie Yi Zhu Srikar Appalaraju R. Manmatha 40 4 0 07 Feb 2023
Linking data separation, visual separation, and classifier performance using pseudo-labeling by contrastive learning B. C. Benato A. X. Falcão A. Telea 33 4 0 06 Feb 2023
Cluster-aware Contrastive Learning for Unsupervised Out-of-distribution Detection Menglong Chen Xingtai Gui Shicai Fan OODD 18 1 0 06 Feb 2023
Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining Zekun Qi Runpei Dong Guo Fan Zheng Ge Xiangyu Zhang Kaisheng Ma Li Yi 51 119 0 05 Feb 2023
SCCAM: Supervised Contrastive Convolutional Attention Mechanism for Ante-hoc Interpretable Fault Diagnosis with Limited Fault Samples Mengxuan Li Peng Peng Jingxin Zhang Hongwei Wang Weiming Shen 30 18 0 03 Feb 2023
Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning Taoan Huang Aaron Ferber Yuandong Tian B. Dilkina Benoit Steiner 47 23 0 03 Feb 2023
Contrastive Learning with Consistent Representations Zihu Wang Yu Wang Hanbin Hu Peng Li CLL 37 5 0 03 Feb 2023
Leveraging Task Dependency and Contrastive Learning for Case Outcome Classification on European Court of Human Rights Cases Santosh T.Y.S.S Santosh T.Y.S.S Phillip Kemper Matthias Grabmair AILaw 49 14 0 01 Feb 2023
A Survey of Deep Learning: From Activations to Transformers Johannes Schneider Michalis Vlachos ViT MedIm AI4TS AI4CE 52 10 0 01 Feb 2023
Learning Generalized Zero-Shot Learners for Open-Domain Image Geolocalization Lukas Haas Silas Alberti Michal Skreta VLM 43 21 0 01 Feb 2023
Learning Generalized Hybrid Proximity Representation for Image Recognition Zhiyuan Li Anca L. Ralescu 31 3 0 31 Jan 2023
Deciphering the Projection Head: Representation Evaluation Self-supervised Learning Jiajun Ma Tianyang Hu Wei Cao 28 8 0 28 Jan 2023