Supervised Contrastive Learning

23 April 2020

Papers citing "Supervised Contrastive Learning"

50 / 801 papers shown

Title
Block-SCL: Blocking Matters for Supervised Contrastive Learning in Product Matching Mario Almagro David Jiménez-Cabello Diego Ortego Emilio Almazán Eva Martínez 27 3 0 05 Jul 2022
Factorizing Knowledge in Neural Networks Xingyi Yang Jingwen Ye Xinchao Wang MoMe 47 121 0 04 Jul 2022
Personalized Diagnostic Tool for Thyroid Cancer Classification using Multi-view Ultrasound Han Huang Yijie Dong X. Jia Jianqiao Zhou Dong Ni Jun Cheng Ruobing Huang 29 4 0 01 Jul 2022
Studying the impact of magnitude pruning on contrastive learning methods Francesco Corti R. Entezari Sara Hooker D. Bacciu O. Saukh 11 5 0 01 Jul 2022
Personalized Showcases: Generating Multi-Modal Explanations for Recommendations An Yan Zhankui He Jiacheng Li Tianyang Zhang Julian McAuley 33 35 0 30 Jun 2022
Revisiting Label Smoothing and Knowledge Distillation Compatibility: What was Missing? Keshigeyan Chandrasegaran Ngoc-Trung Tran Yunqing Zhao Ngai-man Cheung 86 41 0 29 Jun 2022
Detecting Arbitrary Order Beneficial Feature Interactions for Recommender Systems Yixin Su Yunxiang Zhao S. Erfani Junhao Gan Rui Zhang 119 24 0 28 Jun 2022
POEM: Out-of-Distribution Detection with Posterior Sampling Yifei Ming Ying Fan Yixuan Li OODD 34 114 0 28 Jun 2022
Towards Galaxy Foundation Models with Hybrid Contrastive Learning Mike Walmsley I. V. Slijepcevic Micah Bowles A. Scaife VLM 40 16 0 23 Jun 2022
Utilizing Expert Features for Contrastive Learning of Time-Series Representations Manuel Nonnenmacher Lukas Oldenburg Ingo Steinwart David Reeb AI4TS 43 21 0 23 Jun 2022
C-SENN: Contrastive Self-Explaining Neural Network Yoshihide Sawada Keigo Nakamura SSL 16 8 0 20 Jun 2022
Variational Distillation for Multi-View Learning Xudong Tian Zhizhong Zhang Cong Wang Wensheng Zhang Yanyun Qu Lizhuang Ma Zongze Wu Yuan Xie Dacheng Tao 26 5 0 20 Jun 2022
CMT-DeepLab: Clustering Mask Transformers for Panoptic Segmentation Qihang Yu Huiyu Wang Dahun Kim Siyuan Qiao Maxwell D. Collins Yukun Zhu Hartwig Adam Alan Yuille Liang-Chieh Chen ViT MedIm 32 90 0 17 Jun 2022
CDNet: Contrastive Disentangled Network for Fine-Grained Image Categorization of Ocular B-Scan Ultrasound Ruilong Dan Yunxiang Li Yijie Wang Gangyong Jia Ruiquan Ge Juan Ye Qun Jin Yaqi Wang 31 8 0 17 Jun 2022
Volumetric Supervised Contrastive Learning for Seismic Semantic Segmentation Kiran Kokilepersaud Mohit Prabhushankar Ghassan AlRegib SSL 13 16 0 16 Jun 2022
Neural Collapse: A Review on Modelling Principles and Generalization Vignesh Kothapalli 25 74 0 08 Jun 2022
Consensus Learning for Cooperative Multi-Agent Reinforcement Learning Zhiwei Xu Bin Zhang Dapeng Li Zeren Zhang Guangchong Zhou Hao Chen Guoliang Fan 24 14 0 06 Jun 2022
Prefix Conditioning Unifies Language and Label Supervision Kuniaki Saito Kihyuk Sohn Xinming Zhang Chun-Liang Li Chen-Yu Lee Kate Saenko Tomas Pfister VLM CLIP 34 16 0 02 Jun 2022
Hyperspherical Consistency Regularization Cheng Tan Zhangyang Gao Lirong Wu Siyuan Li Stan Z. Li 36 25 0 02 Jun 2022
Dog nose print matching with dual global descriptor based on Contrastive Learning Bin Li Zhong Wang Nan Wu Shuai Shi Qijun Ma SSL 20 4 0 01 Jun 2022
A Multi-level Supervised Contrastive Learning Framework for Low-Resource Natural Language Inference Shuang Li Xuming Hu Li Lin Aiwei Liu Lijie Wen Philip S. Yu 33 18 0 31 May 2022
Analysis of Augmentations for Contrastive ECG Representation Learning S. Soltanieh Ali Etemad J. Hashemi SSL 24 19 0 30 May 2022
Self-Supervised Pre-training of Vision Transformers for Dense Prediction Tasks Jaonary Rabarisoa Velentin Belissen Florian Chabot Q. C. Pham VLM ViT SSL MDE 26 2 0 30 May 2022
GMML is All you Need Sara Atito Muhammad Awais J. Kittler ViT VLM 48 18 0 30 May 2022
SupMAE: Supervised Masked Autoencoders Are Efficient Vision Learners Feng Liang Yangguang Li Diana Marculescu SSL TPM ViT 51 22 0 28 May 2022
A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning Da-Wei Zhou Qiwen Wang Han-Jia Ye De-Chuan Zhan 29 123 0 26 May 2022
New Intent Discovery with Pre-training and Contrastive Learning Yuwei Zhang Haode Zhang Li-Ming Zhan Albert Y.S. Lam Albert Y. S. Lam SSL VLM 45 41 0 25 May 2022
Conditional Supervised Contrastive Learning for Fair Text Classification Jianfeng Chi Will Shand Yaodong Yu Kai-Wei Chang Han Zhao Yuan Tian FaML 49 14 0 23 May 2022
Tyger: Task-Type-Generic Active Learning for Molecular Property Prediction Kuangqi Zhou Kaixin Wang Jiashi Feng Jian Tang Tingyang Xu Xinchao Wang 29 1 0 23 May 2022
Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey Gaoang Wang Xiuming Zhang Lei Li VOT 61 15 0 22 May 2022
Beyond Labels: Visual Representations for Bone Marrow Cell Morphology Recognition Shayan Fazeli Alireza Samiei Thomas D Lee Majid Sarrafzadeh 22 1 0 19 May 2022
Label-invariant Augmentation for Semi-Supervised Graph Classification Han Yue Chunhui Zhang Chuxu Zhang Hongfu Liu 37 31 0 19 May 2022
TransTab: Learning Transferable Tabular Transformers Across Tables Zifeng Wang Jimeng Sun LMTD 36 137 0 19 May 2022
On the Difficulty of Defending Self-Supervised Learning against Model Extraction Adam Dziedzic Nikita Dhawan Muhammad Ahmad Kaleem Jonas Guan Nicolas Papernot MIACV 54 22 0 16 May 2022
Interlock-Free Multi-Aspect Rationalization for Text Classification Shuang Li Diego Antognini Boi Faltings 25 0 0 13 May 2022
Contrastive Supervised Distillation for Continual Representation Learning Tommaso Barletti Niccoló Biondi F. Pernici Matteo Bruni A. Bimbo CLL 26 7 0 11 May 2022
Multi-level Consistency Learning for Semi-supervised Domain Adaptation Zizheng Yan Yushuang Wu Guanbin Li Yipeng Qin Xiaoguang Han Shuguang Cui 22 32 0 09 May 2022
Contrastive Learning for Prompt-Based Few-Shot Language Learners Yiren Jian Chongyang Gao Soroush Vosoughi VLM 18 32 0 03 May 2022
Knowledge Graph Contrastive Learning for Recommendation Yuhao Yang Chao Huang Lianghao Xia Chenliang Li 35 323 0 02 May 2022
Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding Yanfeng Chang Yun-Nung Chen 28 9 0 02 May 2022
Privacy-Preserving Model Upgrades with Bidirectional Compatible Training in Image Retrieval Shupeng Su Binjie Zhang Yixiao Ge Xuyuan Xu Yexin Wang Chun Yuan Ying Shan 28 10 0 29 Apr 2022
ELM: Embedding and Logit Margins for Long-Tail Learning Wittawat Jitkrittum A. Menon A. S. Rawat Surinder Kumar 41 11 0 27 Apr 2022
Hypergraph Contrastive Collaborative Filtering Lianghao Xia Chao Huang Yong-mei Xu Jiashu Zhao Dawei Yin J. Huang 36 304 0 26 Apr 2022
Universum-inspired Supervised Contrastive Learning Aiyang Han Chuanxing Geng Songcan Chen SSL 29 3 0 22 Apr 2022
A Closer Look at Personalization in Federated Image Classification Changxing Jing Yan Huang Yihong Zhuang Liyan Sun Yue Huang Zhenlong Xiao Xinghao Ding 38 1 0 22 Apr 2022
HEATGait: Hop-Extracted Adjacency Technique in Graph Convolution based Gait Recognition Md. Bakhtiar Hasan Tasnim Ahmed M. H. Kabir CVBM 24 4 0 21 Apr 2022
Unsupervised Contrastive Domain Adaptation for Semantic Segmentation Feihu Zhang V. Koltun Philip Torr René Ranftl Stephan R. Richter 21 6 0 18 Apr 2022
Contrastive Learning with Hard Negative Entities for Entity Set Expansion Hai-Tao Zheng Yong Li Yuxin He Tianyu Yu Ying Shen Haitao Zheng 16 31 0 16 Apr 2022
Language-Grounded Indoor 3D Semantic Segmentation in the Wild Dávid Rozenberszki Or Litany Angela Dai 3DV VLM 23 183 0 16 Apr 2022
DialAug: Mixing up Dialogue Contexts in Contrastive Learning for Robust Conversational Modeling Lahari Poddar Peiyao Wang J. Reinspach 19 5 0 15 Apr 2022