Improved Baselines with Momentum Contrastive Learning

9 March 2020

Papers citing "Improved Baselines with Momentum Contrastive Learning"

50 / 2,109 papers shown

Title
TQ-Net: Mixed Contrastive Representation Learning For Heterogeneous Test Questions He Zhu Xihua Li Xuemin Zhao Yunbo Cao Shan Yu 25 0 0 09 Mar 2023
Distortion-Disentangled Contrastive Learning Jinfeng Wang Sifan Song Jionglong Su S. Kevin Zhou SSL 136 5 0 09 Mar 2023
SSL^2: Self-Supervised Learning meets Semi-Supervised Learning: Multiple Sclerosis Segmentation in 7T-MRI from large-scale 3T-MRI Jiacheng Wang Hao Li Han Liu Dewei Hu Daiwei Lu K. Yoon Kelsey M. Barter F. Bagnato I. Oguz 54 2 0 09 Mar 2023
Scene Matters: Model-based Deep Video Compression Lv Tang Xinfeng Zhang Gai Zhang Xiaoqi Ma 71 8 0 08 Mar 2023
A Message Passing Perspective on Learning Dynamics of Contrastive Learning Yifei Wang Qi Zhang Tianqi Du Jiansheng Yang Zhouchen Lin Yisen Wang SSL 67 20 0 08 Mar 2023
A Method for Animating Children's Drawings of the Human Figure H. Smith Qingyuan Zheng Yifei Li Somya Jain Jessica Hodgins 72 27 0 07 Mar 2023
Learning Discriminative Representations for Skeleton Based Action Recognition Huanyu Zhou Qingjie Liu Yunhong Wang 97 80 0 07 Mar 2023
MAST: Masked Augmentation Subspace Training for Generalizable Self-Supervised Priors Chen Huang Hanlin Goh Jiatao Gu J. Susskind SSL OOD 195 6 0 07 Mar 2023
Learning Efficient Coding of Natural Images with Maximum Manifold Capacity Representations T. Yerxa Yilun Kuang Eero P. Simoncelli SueYeon Chung 70 0 0 06 Mar 2023
DPA-P2PNet: Deformable Proposal-aware P2PNet for Accurate Point-based Cell Detection Zhongyi Shui S. Zheng Chenglu Zhu Shichuan Zhang Xiaoxuan Yu Honglin Li Jingxiong Li Pingyi Chen Ling Yang 3DPC 108 5 0 05 Mar 2023
Extended Agriculture-Vision: An Extension of a Large Aerial Image Dataset for Agricultural Pattern Analysis Jing Wu David Pichler D. Marley David Wilson N. Hovakimyan Jennifer Hobbs 64 23 0 04 Mar 2023
Prompt, Generate, then Cache: Cascade of Foundation Models makes Strong Few-shot Learners Renrui Zhang Xiangfei Hu Bohao Li Siyuan Huang Hanqiu Deng Hongsheng Li Yu Qiao Peng Gao VLM MLLM 118 181 0 03 Mar 2023
Generalized Semantic Segmentation by Self-Supervised Source Domain Projection and Multi-Level Contrastive Learning Liwei Yang Xiang Gu Jian Sun 103 13 0 03 Mar 2023
Learning Common Rationale to Improve Self-Supervised Representation for Fine-Grained Visual Recognition Problems Yangyang Shu Anton Van Den Hengel Lingqiao Liu SSL 68 15 0 03 Mar 2023
Unsupervised Meta-Learning via Few-shot Pseudo-supervised Contrastive Learning Huiwon Jang Hankook Lee Jinwoo Shin VLM SSL 99 18 0 02 Mar 2023
Quality-aware Pre-trained Models for Blind Image Quality Assessment Kai Zhao Kun Yuan Ming-Ting Sun Mading Li Xingsen Wen VLM 51 16 0 01 Mar 2023
Convolutional Visual Prompt for Robust Visual Perception Yun-Yun Tsai Chengzhi Mao Junfeng Yang VLM VPVLM 133 15 0 01 Mar 2023
Applying Plain Transformers to Real-World Point Clouds Lanxiao Li M. Heizmann 3DPC ViT 104 3 0 28 Feb 2023
Dissolving Is Amplifying: Towards Fine-Grained Anomaly Detection Jian Shi Pengyi Zhang Ni Zhang Hakim Ghazzai Y. Massoud MedIm 108 6 0 28 Feb 2023
RoPAWS: Robust Semi-supervised Representation Learning from Uncurated Data Sangwoo Mo Jong-Chyi Su Chih-Yao Ma Mido Assran Ishan Misra Licheng Yu Sean Bell AI4TS 75 14 0 28 Feb 2023
Efficient Masked Autoencoders with Self-Consistency Zhaowen Li Yousong Zhu Zhiyang Chen Wei Li Chaoyang Zhao Rui Zhao Ming Tang Jinqiao Wang 136 2 0 28 Feb 2023
DC-Former: Diverse and Compact Transformer for Person Re-Identification Wenqi Li Cheng Zou Meng Wang Furong Xu Jianan Zhao Ruobing Zheng Yuan Cheng Wei Chu ViT 86 41 0 28 Feb 2023
Layer Grafted Pre-training: Bridging Contrastive Learning And Masked Image Modeling For Label-Efficient Representations Ziyu Jiang Yinpeng Chen Mengchen Liu Dongdong Chen Xiyang Dai Lu Yuan Zicheng Liu Zhangyang Wang SSL VLM CLIP 102 18 0 27 Feb 2023
EDMAE: An Efficient Decoupled Masked Autoencoder for Standard View Identification in Pediatric Echocardiography Yiman Liu Xiaoxiang Han Tongtong Liang Bin Dong Jiajun Yuan Menghan Hu Qiaohong Liu Jiangang Chen Qingli Li Yuqi Zhang 84 14 0 27 Feb 2023
Amortised Invariance Learning for Contrastive Self-Supervision Ruchika Chavhan Henry Gouk Jan Stuehmer Calum Heggan Mehrdad Yaghoobi Timothy M. Hospedales SSL 91 11 0 24 Feb 2023
Learning Visual Representations via Language-Guided Sampling Mohamed El Banani Karan Desai Justin Johnson SSL VLM 124 28 0 23 Feb 2023
Saliency Guided Contrastive Learning on Scene Images Meilin Chen Yizhou Wang Shixiang Tang Feng Zhu Haiyang Yang Lei Bai Rui Zhao Donglian Qi Wanli Ouyang SSL 98 1 0 22 Feb 2023
Gradient Adjusting Networks for Domain Inversion Erez Sheffi Michael Rotman Lior Wolf 82 0 0 22 Feb 2023
ASSET: Robust Backdoor Data Detection Across a Multiplicity of Deep Learning Paradigms Minzhou Pan Yi Zeng Lingjuan Lyu Xinyu Lin R. Jia AAML 104 38 0 22 Feb 2023
DMMG: Dual Min-Max Games for Self-Supervised Skeleton-Based Action Recognition S. Guan Xin-Yi Yu Wei Huang Gengfa Fang Haiyan Lu 89 6 0 22 Feb 2023
Test-Time Distribution Normalization for Contrastively Learned Vision-language Models Yi Zhou Juntao Ren Fengyu Li Ramin Zabih Ser-Nam Lim VLM 104 15 0 22 Feb 2023
DrasCLR: A Self-supervised Framework of Learning Disease-related and Anatomy-specific Representation for 3D Medical Images K. Yu Li Sun Junxiang Chen Maxwell Reynolds Tigmanshu Chaudhary Kayhan Batmanghelich 109 1 0 21 Feb 2023
Unsupervised Learning on a DIET: Datum IndEx as Target Free of Self-Supervision, Reconstruction, Projector Head Randall Balestriero 97 3 0 20 Feb 2023
Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 221 16 0 17 Feb 2023
Self-Supervised Representation Learning from Temporal Ordering of Automated Driving Sequences Christopher Lang Alexander Braun Lars Schillingmann Karsten Haug Abhinav Valada SSL 90 11 0 17 Feb 2023
Self-supervised learning of Split Invariant Equivariant representations Q. Garrido Laurent Najman Yann LeCun SSL 89 34 0 14 Feb 2023
Learning from Noisy Labels with Decoupled Meta Label Purifier Yuanpeng Tu Boshen Zhang Yuxi Li Liang Liu Jian Li Yabiao Wang Chengjie Wang C. Zhao NoLa 101 27 0 14 Feb 2023
Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data Ryumei Nakada Halil Ibrahim Gulluk Zhun Deng Wenlong Ji James Zou Linjun Zhang SSL VLM 110 41 0 13 Feb 2023
How to prepare your task head for finetuning Yi Ren Shangmin Guo Wonho Bae Danica J. Sutherland 68 14 0 11 Feb 2023
Multispectral Contrastive Learning with Viewmaker Networks Jasmine Bayrooti Noah D. Goodman Alex Tamkin 84 1 0 11 Feb 2023
Anatomical Invariance Modeling and Semantic Alignment for Self-supervised Learning in 3D Medical Image Analysis Yankai Jiang Ming Sun Heng Guo Xiaoyu Bai K. Yan Le Lu Minfeng Xu MedIm 133 22 0 11 Feb 2023
Key Design Choices for Double-Transfer in Source-Free Unsupervised Domain Adaptation Andrea Maracani Raffaello Camoriano Elisa Maiettini Davide Talon Lorenzo Rosasco Lorenzo Natale 90 2 0 10 Feb 2023
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images Wei-Chien Wang Euijoon Ahn Da-wei Feng Jinman Kim MedIm 133 29 0 10 Feb 2023
Towards Geospatial Foundation Models via Continual Pretraining Matías Mendieta Boran Han Xingjian Shi Yi Zhu Chen Chen VLM AI4CE 145 74 0 09 Feb 2023
Detecting Contextomized Quotes in News Headlines by Contrastive Learning Seonyeong Song Hyeonho Song Kunwoo Park Jiyoung Han M. Cha 50 1 0 09 Feb 2023
Delving Deep into Simplicity Bias for Long-Tailed Image Recognition Xiu-Shen Wei Xuhao Sun Yang Shen Anqi Xu Peng Wang Faen Zhang 95 1 0 07 Feb 2023
Evaluating Self-Supervised Learning via Risk Decomposition Yann Dubois Tatsunori Hashimoto Percy Liang 97 9 0 06 Feb 2023
Revisiting Discriminative vs. Generative Classifiers: Theory and Implications Chenyu Zheng Guoqiang Wu Fan Bao Yue Cao Chongxuan Li Jun Zhu BDL 104 30 0 05 Feb 2023
Spatiotemporal Decouple-and-Squeeze Contrastive Learning for Semi-Supervised Skeleton-based Action Recognition Binqian Xu Xiangbo Shu 91 58 0 05 Feb 2023
MOMA:Distill from Self-Supervised Teachers Yuan Yao Nandakishor Desai M. Palaniswami 103 2 0 04 Feb 2023