Improved Baselines with Momentum Contrastive Learning

9 March 2020

Papers citing "Improved Baselines with Momentum Contrastive Learning"

50 / 2,088 papers shown

Title
Accelerating Augmentation Invariance Pretraining Jinhong Lin Cheng-En Wu Yibing Wei Pedro Morgado ViT 28 1 0 27 Oct 2024
Connecting Joint-Embedding Predictive Architecture with Contrastive Self-supervised Learning Shentong Mo Shengbang Tong 32 1 0 25 Oct 2024
SRA: A Novel Method to Improve Feature Embedding in Self-supervised Learning for Histopathological Images Hamid Manoochehri Bodong Zhang Beatrice S. Knudsen Tolga Tasdizen 21 1 0 23 Oct 2024
SigCLR: Sigmoid Contrastive Learning of Visual Representations Ömer Veysel Çağatan 18 0 0 22 Oct 2024
SiamSeg: Self-Training with Contrastive Learning for Unsupervised Domain Adaptation Semantic Segmentation in Remote Sensing Bin Wang Fei Deng Shuang Wang Wen Luo Zhixuan Zhang Gulan Zhang Peifan Jiang SSL 16 0 0 17 Oct 2024
scFusionTTT: Single-cell transcriptomics and proteomics fusion with Test-Time Training layers Dian Meng Bohao Xing Xinlei Huang Yanran Liu Yijun Zhou Yongjun xiao Zitong Yu Xubin Zheng 26 1 0 17 Oct 2024
Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective Yongxin Zhu B. Li Hang Zhang Xin Li Linli Xu Lidong Bing DiffM 27 9 0 16 Oct 2024
Mind the Gap Between Prototypes and Images in Cross-domain Finetuning Hongduan Tian Feng Liu Zhanke Zhou Tongliang Liu Chengqi Zhang Bo Han VLM 32 1 0 16 Oct 2024
Time Series Viewmakers for Robust Disruption Prediction Dhruva Chayapathy Tavis Siebert Lucas Spangher Akshata Kishore Moharir Om Manoj Patil Cristina Rea 21 0 0 14 Oct 2024
V2M: Visual 2-Dimensional Mamba for Image Representation Learning Chengkun Wang Wenzhao Zheng Yuanhui Huang Jie Zhou Jiwen Lu Mamba 22 0 0 14 Oct 2024
FasterDiT: Towards Faster Diffusion Transformers Training without Architecture Modification J. Yao Wang Cheng Wenyu Liu Xinggang Wang 41 8 0 14 Oct 2024
Non-transferable Pruning Ruyi Ding Lili Su A. A. Ding Yunsi Fei AAML 24 2 0 10 Oct 2024
LaB-CL: Localized and Balanced Contrastive Learning for improving parking slot detection U Jin Jeong Sumin Roh Il Yong Chun 19 0 0 10 Oct 2024
SPA: 3D Spatial-Awareness Enables Effective Embodied Representation Haoyi Zhu Honghui Yang Yating Wang Jiange Yang Limin Wang Tong He 3DH 43 6 0 10 Oct 2024
Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think Sihyun Yu Sangkyung Kwak Huiwon Jang Jongheon Jeong Jonathan Huang Jinwoo Shin Saining Xie OCL 68 62 0 09 Oct 2024
Improving Object Detection via Local-global Contrastive Learning Danai Triantafyllidou Sarah Parisot A. Leonardis Steven G. McDonagh 29 0 0 07 Oct 2024
Improving Image Clustering with Artifacts Attenuation via Inference-Time Attention Engineering Kazumoto Nakamura Yuji Nozawa Yu-Chieh Lin K. Nakata Youyang Ng ViT 35 1 0 07 Oct 2024
TANGO: Co-Speech Gesture Video Reenactment with Hierarchical Audio Motion Embedding and Diffusion Interpolation Haiyang Liu Xingchao Yang Tomoya Akiyama Yuantian Huang Qiaoge Li Shigeru Kuriyama Takafumi Taketomi VGen SLR 22 7 0 05 Oct 2024
CktGen: Specification-Conditioned Analog Circuit Generation Yuxuan Hou Jianrong Zhang Hua-zeng Chen Min Zhou F. Yu Hehe Fan Yi Yang 19 0 0 01 Oct 2024
Domain Aware Multi-Task Pretraining of 3D Swin Transformer for T1-weighted Brain MRI Jonghun Kim Mansu Kim Hyunjin Park MedIm ViT 16 0 0 01 Oct 2024
Advancing Medical Radiograph Representation Learning: A Hybrid Pre-training Paradigm with Multilevel Semantic Granularity Hanqi Jiang Xixuan Hao Yuzhou Huang Chong Ma Jiaxun Zhang Yi Pan Ruimao Zhang MedIm 35 0 0 01 Oct 2024
SurgPETL: Parameter-Efficient Image-to-Surgical-Video Transfer Learning for Surgical Phase Recognition Shu Yang Zhiyuan Cai Luyang Luo Ning Ma Shuchang Xu Hao Chen 18 0 0 30 Sep 2024
Contrastive ground-level image and remote sensing pre-training improves representation learning for natural world imagery Andy V. Huynh Lauren E. Gillespie Jael Lopez-Saucedo Claire Tang Rohan Sikand Moisés Expósito-Alonso SSL 33 5 0 28 Sep 2024
ProMerge: Prompt and Merge for Unsupervised Instance Segmentation Dylan Li Gyungin Shin 22 3 0 27 Sep 2024
Cross-video Identity Correlating for Person Re-identification Pre-training Jialong Zuo Ying Nie Hanyu Zhou Huaxin Zhang Haoyu Wang Tianyu Guo Nong Sang Changxin Gao 31 2 0 27 Sep 2024
Bridging OOD Detection and Generalization: A Graph-Theoretic View Han Wang Yixuan Li CML 29 0 0 26 Sep 2024
Walker: Self-supervised Multiple Object Tracking by Walking on Temporal Appearance Graphs Mattia Segu Luigi Piccinelli Siyuan Li Luc Van Gool Fisher Yu Bernt Schiele VOT 29 2 0 25 Sep 2024
Face Forgery Detection with Elaborate Backbone Zonghui Guo Y. Liu Jie Zhang Haiyong Zheng Shiguang Shan AAML CVBM 23 1 0 25 Sep 2024
Linking in Style: Understanding learned features in deep learning models Maren H. Wehrheim Pamela Osuna-Vargas Matthias Kaschube GAN 24 0 0 25 Sep 2024
Patch-Based Contrastive Learning and Memory Consolidation for Online Unsupervised Continual Learning Cameron Taylor Vassilis Vassiliades C. Dovrolis CLL 26 0 0 24 Sep 2024
Simple Unsupervised Knowledge Distillation With Space Similarity Aditya Singh Haohan Wang 29 1 0 20 Sep 2024
RingMo-Aerial: An Aerial Remote Sensing Foundation Model With A Affine Transformation Contrastive Learning Wenhui Diao Haichen Yu Kaiyue Kang Tong Ling Di Liu ... Hanbo Bi Libo Ren Xuexue Li Yongqiang Mao Xian Sun 29 1 0 20 Sep 2024
Surveying the MLLM Landscape: A Meta-Review of Current Surveys Ming Li Keyu Chen Ziqian Bi Ming Liu Benji Peng ... Jinlang Wang Sen Zhang X. Pan Jiawei Xu Pohsun Feng OffRL 34 2 0 17 Sep 2024
OneEncoder: A Lightweight Framework for Progressive Alignment of Modalities Bilal Faye Hanane Azzag M. Lebbah ObjD 28 0 0 17 Sep 2024
MacDiff: Unified Skeleton Modeling with Masked Conditional Diffusion Lehong Wu Lilang Lin Jiahang Zhang Y. Ma Jiaying Liu DiffM 46 0 0 16 Sep 2024
Learning Semi-Supervised Medical Image Segmentation from Spatial Registration Qianying Liu Paul Henderson Xiao Gu Hang Dai F. Deligianni 30 0 0 16 Sep 2024
Frequency-Guided Masking for Enhanced Vision Self-Supervised Learning Amin Karimi Monsefi Mengxi Zhou Nastaran Karimi Monsefi Ser-Nam Lim Wei-Lun Chao R. Ramnath 36 1 0 16 Sep 2024
On the Generalizability of Foundation Models for Crop Type Mapping Yi-Chia Chang Adam J. Stewart F. Bastani Piper Wolters Shreya Kannan George R. Huber Jingtong Wang Arindam Banerjee 31 1 0 14 Sep 2024
Phikon-v2, A large and public feature extractor for biomarker prediction Alexandre Filiot Paul Jacob Alice Mac Kain Charlie Saillard MedIm 34 17 0 13 Sep 2024
SimMAT: Exploring Transferability from Vision Foundation Models to Any Image Modality Chenyang Lei Liyi Chen Jun Cen Xiao Chen Zhen Lei Felix Heide Ziwei Liu Qifeng Chen Zhaoxiang Zhang 42 0 0 12 Sep 2024
From Uncertainty to Clarity: Uncertainty-Guided Class-Incremental Learning for Limited Biomedical Samples via Semantic Expansion Yifei Yao Hanrong Zhang 39 1 0 12 Sep 2024
Hierarchical Multi-Label Classification with Missing Information for Benthic Habitat Imagery Isaac Xu B. Misiuk Scott C. Lowe Martin Gillis Craig J. Brown Thomas Trappenberg SSL 20 3 0 10 Sep 2024
Label-free Monitoring of Self-Supervised Learning Progress Isaac Xu Scott Lowe Thomas Trappenberg 32 1 0 10 Sep 2024
Explicit Mutual Information Maximization for Self-Supervised Learning Lele Chang Peilin Liu Qinghai Guo Fei Wen SSL 19 0 0 07 Sep 2024
Enhancing Fine-Grained Visual Recognition in the Low-Data Regime Through Feature Magnitude Regularization Avraham Chapman Haiming Xu Lingqiao Liu 31 0 0 03 Sep 2024
Contrastive Learning with Synthetic Positives Dewen Zeng Yawen Wu Xinrong Hu Xiaowei Xu Yiyu Shi SyDa SSL 46 1 0 30 Aug 2024
Enhancing Sound Source Localization via False Negative Elimination Zengjie Song Jiangshe Zhang Yuxi Wang Junsong Fan Zhaoxiang Zhang 35 0 0 29 Aug 2024
Learning Differentially Private Diffusion Models via Stochastic Adversarial Distillation Bochao Liu Pengju Wang Shiming Ge 32 1 0 27 Aug 2024
HER2 and FISH Status Prediction in Breast Biopsy H&E-Stained Images Using Deep Learning Ardhendu Sekhar Vrinda Goel Garima Jain Abhijeet Patil R. Gupta Tripti Bameta S. Rane Amit Sethi 21 1 0 25 Aug 2024
MICM: Rethinking Unsupervised Pretraining for Enhanced Few-shot Learning Zhenyu Zhang Guangyao Chen Yixiong Zou Zhimeng Huang Yuhua Li Ruixuan Li VLM 26 2 0 23 Aug 2024