Improved Baselines with Momentum Contrastive Learning

9 March 2020

Papers citing "Improved Baselines with Momentum Contrastive Learning"

50 / 2,109 papers shown

Title
FLSL: Feature-level Self-supervised Learning Qing Su Anton Netchaev Hai Helen Li Shihao Ji 129 5 0 09 Jun 2023
Exploring Effective Mask Sampling Modeling for Neural Image Compression Lin Liu Mingming Zhao Shanxin Yuan Wenlong Lyu Wen-gang Zhou Houqiang Li Yanfeng Wang Qi Tian 82 3 0 09 Jun 2023
A brief review of contrastive learning applied to astrophysics M. Huertas-Company R. Sarmiento J. Knapen 80 9 0 08 Jun 2023
ADDP: Learning General Representations for Image Recognition and Generation with Alternating Denoising Diffusion Process Changyao Tian Chenxin Tao Jifeng Dai Hao Li Ziheng Li Lewei Lu Xiaogang Wang Hongsheng Li Gao Huang Xizhou Zhu DiffM 106 10 0 08 Jun 2023
SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-Depth Zelin Liu Xinggang Wang Cheng Wang Wenyu Liu X. Bai VOS VOT 151 43 0 08 Jun 2023
Regularizing with Pseudo-Negatives for Continual Self-Supervised Learning Sungmin Cha Kyunghyun Cho Taesup Moon BDL CLL 99 4 0 08 Jun 2023
Contrastive Representation Disentanglement for Clustering Fei Ding Dan Zhang Yin Yang Venkat Krovi Feng Luo SSL DRL 47 0 0 08 Jun 2023
Differentially Private Image Classification by Learning Priors from Random Processes Xinyu Tang Ashwinee Panda Vikash Sehwag Prateek Mittal 91 21 0 08 Jun 2023
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models G. Stein Jesse C. Cresswell Rasa Hosseinzadeh Yi Sui Brendan Leigh Ross Valentin Villecroze Zhaoyan Liu M. Volkovs J. E. T. Taylor Gabriel Loaiza-Ganem EGVM 165 108 0 07 Jun 2023
Coarse Is Better? A New Pipeline Towards Self-Supervised Learning with Uncurated Images Ke Zhu Yin He Jianxin Wu 93 4 0 07 Jun 2023
Randomized 3D Scene Generation for Generalizable Self-Supervised Pre-Training Lanxiao Li M. Heizmann 72 0 0 07 Jun 2023
ScoreCL: Augmentation-Adaptive Contrastive Learning via Score-Matching Function Jinyoung Kim Soonwoo Kwon Hyojun Go Yunsung Lee Seungtaek Choi Hyun-Gyoon Kim 87 1 0 07 Jun 2023
PILLAR: How to make semi-private learning more effective Francesco Pinto Yaxian Hu Fanny Yang Amartya Sanyal 110 12 0 06 Jun 2023
DenseDINO: Boosting Dense Self-Supervised Learning with Token-Based Point-Level Consistency Yike Yuan Xinghe Fu Yunlong Yu Xi Li MDE 85 5 0 06 Jun 2023
Semantic Segmentation on VSPW Dataset through Contrastive Loss and Multi-dataset Training Approach Min Yan Qianxiong Ning Qian Wang 54 1 0 06 Jun 2023
LESS: Label-efficient Multi-scale Learning for Cytological Whole Slide Image Screening Beidi Zhao Wenlong Deng Zi Han Li Li Chen Zhou Zuhua Gao Gang Wang Xiaoxiao Li 89 0 0 06 Jun 2023
Asymmetric Patch Sampling for Contrastive Learning Chen Shen Jianzhong Chen Shu Wang Hulin Kuang Jin Liu Jianxin Wang SSL 124 5 0 05 Jun 2023
Explore and Exploit the Diverse Knowledge in Model Zoo for Domain Generalization Yimeng Chen Tianyang Hu Fengwei Zhou Zhenguo Li Zhiming Ma 79 12 0 05 Jun 2023
ProTeCt: Prompt Tuning for Taxonomic Open Set Classification Tz-Ying Wu Chih-Hui Ho Nuno Vasconcelos VLM 52 7 0 04 Jun 2023
MA2CL:Masked Attentive Contrastive Learning for Multi-Agent Reinforcement Learning Haolin Song Ming Feng Wen-gang Zhou Houqiang Li OffRL 61 6 0 03 Jun 2023
Recent Advances of Local Mechanisms in Computer Vision: A Survey and Outlook of Recent Work Qiangchang Wang Yilong Yin 110 0 0 02 Jun 2023
HomE: Homography-Equivariant Video Representation Learning Anirudh Sriram Adrien Gaidon Jiajun Wu Juan Carlos Niebles L. Fei-Fei Ehsan Adeli SSL AI4TS 84 2 0 02 Jun 2023
CALICO: Self-Supervised Camera-LiDAR Contrastive Pre-training for BEV Perception Jiachen Sun Haizhong Zheng Qingzhao Zhang Atul Prakash Z. Morley Mao Chaowei Xiao SSL 90 10 0 01 Jun 2023
Quantifying Representation Reliability in Self-Supervised Learning Models Young-Jin Park Hao Wang Shervin Ardeshir Navid Azizan SSL UQCV 100 5 0 31 May 2023
Augmentation-aware Self-supervised Learning with Conditioned Projector Marcin Przewike'zlikowski Mateusz Pyla Bartosz Zieliñski Bartlomiej Twardowski Jacek Tabor Marek Śmieja SSL 109 3 0 31 May 2023
PaintSeg: Training-free Segmentation via Painting Xiang Li Chung-Ching Lin Yinpeng Chen Zicheng Liu Jinglu Wang Bhiksha Raj 122 5 0 30 May 2023
Prompt-Based Tuning of Transformer Models for Multi-Center Medical Image Segmentation of Head and Neck Cancer Numan Saeed Muhammad Ridzuan Roba Al Majzoub Mohammad Yaqub VLM MedIm 82 3 0 30 May 2023
Point Cloud Completion Guided by Prior Knowledge via Causal Inference Songxue Gao Chuanqi Jiao Ruidong Chen Weijie Wang Weizhi Nie 3DPC 95 0 0 28 May 2023
Matrix Information Theory for Self-Supervised Learning Yifan Zhang Zhi-Hao Tan Jingqin Yang Weiran Huang Yang Yuan SSL 123 19 0 27 May 2023
Modulate Your Spectrum in Self-Supervised Learning Xi Weng Yu-Li Ni Tengwei Song Jie Luo Rao Muhammad Anwer Salman Khan Fahad Shahbaz Khan Lei Huang 90 5 0 26 May 2023
Balanced Supervised Contrastive Learning for Few-Shot Class-Incremental Learning In-Ug Yoon Taehyean Choi Young-Min Kim Jong-Hwan Kim CLL 75 3 0 26 May 2023
Detecting Heart Disease from Multi-View Ultrasound Images via Supervised Attention Multiple Instance Learning Zhe Huang B. Wessler M. C. Hughes 143 4 0 25 May 2023
Image as First-Order Norm+Linear Autoregression: Unveiling Mathematical Invariance Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Lu Yuan Zicheng Liu Youzuo Lin 103 2 0 25 May 2023
HAAV: Hierarchical Aggregation of Augmented Views for Image Captioning Chia-Wen Kuo Z. Kira 87 23 0 25 May 2023
Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation Ilana D Naiman Nimrod Berman Omri Azencot DRL 101 6 0 25 May 2023
Rethinking the Evaluation Protocol of Domain Generalization Han Yu Xingxuan Zhang Renzhe Xu Jiashuo Liu Yue He Peng Cui OOD 111 8 0 24 May 2023
Clinically Labeled Contrastive Learning for OCT Biomarker Classification Kiran Kokilepersaud Stephanie Trejo Corona Mohit Prabhushankar Ghassan Al-Regib C. Wykoff 79 13 0 24 May 2023
DIVA: A Dirichlet Process Mixtures Based Incremental Deep Clustering Algorithm via Variational Auto-Encoder Zhenshan Bing Y. Meng Yuqi Yun Hang Su Xiaojie Su Kai-Qi Huang Alois C. Knoll BDL 67 1 0 23 May 2023
Decoupled Kullback-Leibler Divergence Loss Jiequan Cui Zhuotao Tian Zhisheng Zhong Xiaojuan Qi Bei Yu Hanwang Zhang 93 46 0 23 May 2023
Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training Utku Ozbulak Hyun Jung Lee Beril Boga Esla Timothy Anzaku Ho-min Park Arnout Van Messem W. D. Neve J. Vankerschaver DiffM 114 38 0 23 May 2023
A Dive into SAM Prior in Image Restoration Zeyu Xiao Jiawang Bai Zhihe Lu Zhiwei Xiong 83 17 0 23 May 2023
Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters Isaac Corley Caleb Robinson Rahul Dodhia J. L. Ferres Peyman Najafirad 129 19 0 22 May 2023
EnSiam: Self-Supervised Learning With Ensemble Representations Kai Han Minsik Lee SSL 98 0 0 22 May 2023
Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations Hao Chen Ankit Shah Jindong Wang R. Tao Yidong Wang Xingxu Xie Masashi Sugiyama Rita Singh Bhiksha Raj 134 13 0 22 May 2023
ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities Peng Wang Shijie Wang Junyang Lin Shuai Bai Xiaohuan Zhou Jingren Zhou Xinggang Wang Chang Zhou VLM MLLM ObjD 151 122 0 18 May 2023
HMSN: Hyperbolic Self-Supervised Learning by Clustering with Ideal Prototypes A. Durrant Georgios Leontidis SSL 80 4 0 18 May 2023
Tuned Contrastive Learning Chaitanya Animesh Manmohan Chandraker SSL 65 0 0 18 May 2023
How does Contrastive Learning Organize Images? Yunzhe Zhang Yao Lu Qi Xuan SSL 83 1 0 17 May 2023
Dynamic Structural Brain Network Construction by Hierarchical Prototype Embedding GCN using T1-MRI Yilin Leng Wenju Cui Chen Bai Yanyan Zheng Jian Zheng 77 3 0 17 May 2023
Unlearnable Examples Give a False Sense of Security: Piercing through Unexploitable Data with Learnable Examples Wanzhu Jiang Yunfeng Diao He Wang Jianxin Sun Ming Wang Richang Hong 104 18 0 16 May 2023