Improved Baselines with Momentum Contrastive Learning

9 March 2020

Papers citing "Improved Baselines with Momentum Contrastive Learning"

50 / 2,109 papers shown

Title
DeDe: Detecting Backdoor Samples for SSL Encoders via Decoders Sizai Hou Songze Li Duanyi Yao AAML 192 0 0 25 Nov 2024
Event USKT : U-State Space Model in Knowledge Transfer for Event Cameras Yuhui Lin Jiahao Zhang Siyuan Li Jimin Xiao Ding Xu Wenjun Wu Jiaxuan Lu 128 1 0 22 Nov 2024
HyperGAN-CLIP: A Unified Framework for Domain Adaptation, Image Synthesis and Manipulation Abdul Basit Anees A. Baykal Muhammed Burak Kizil Duygu Ceylan Erkut Erdem Aykut Erdem CLIP 169 1 0 19 Nov 2024
CLIC: Contrastive Learning Framework for Unsupervised Image Complexity Representation Shipeng Liu Liang Zhao Dengfeng Chen SSL 232 1 0 19 Nov 2024
Long-Tailed Object Detection Pre-training: Dynamic Rebalancing Contrastive Learning with Dual Reconstruction Chen-Long Duan Yong Li Xiu-Shen Wei Lin Zhao 61 1 0 14 Nov 2024
LG-Gaze: Learning Geometry-aware Continuous Prompts for Language-Guided Gaze Estimation Pengwei Yin Jingjing Wang Guanzhong Zeng Di Xie Jiang Zhu 79 4 0 13 Nov 2024
Physics Informed Distillation for Diffusion Models Joshua Tian Jin Tee Kang Zhang Hee Suk Yoon Dhananjaya N. Gowda Chanwoo Kim Chang D. Yoo DiffM 98 6 0 13 Nov 2024
SparrowVQE: Visual Question Explanation for Course Content Understanding Jialu Li Manish Kumar Thota Ruslan Gokhman Radek Holik Youshan Zhang 103 1 0 12 Nov 2024
HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image Classification Cheng Jin Luyang Luo Huangjing Lin Jun Hou Hao Chen 135 4 0 12 Nov 2024
Past, Present, and Future of Sensor-Based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task H. Haresamudram Chi Ian Tang Sungho Suh P. Lukowicz Thomas Ploetz 183 3 0 11 Nov 2024
Neuromodulated Meta-Learning Wenwen Qiang Huijie Guo Jingyao Wang Jiangmeng Li Changwen Zheng Hui Xiong Gang Hua 111 0 0 11 Nov 2024
Personalize to generalize: Towards a universal medical multi-modality generalization through personalization Zhaorui Tan Xi Yang Tan Pan Tianyi Liu Chen Jiang ... Qiufeng Wang Anh Nguyen Yuan Qi K. Huang Yuan Cheng AI4CE LM&MA 79 1 0 09 Nov 2024
Pattern Integration and Enhancement Vision Transformer for Self-Supervised Learning in Remote Sensing Kaixuan Lu Ruiqian Zhang Xiao Huang Yuxing Xie Xiaogang Ning Hanchao Zhang Mengke Yuan Pan Zhang Tao Wang Tongkui Liao 84 2 0 09 Nov 2024
Judge Like a Real Doctor: Dual Teacher Sample Consistency Framework for Semi-supervised Medical Image Classification Zhang Qixiang Yang Yuxiang Zu Chen Zhang Jianjia Wu Xi Zhou Jiliu Wang Yan 111 0 0 05 Nov 2024
Understanding Self-Supervised Learning via Gaussian Mixture Models Parikshit Bansal Ali Kavis Sujay Sanghavi SSL 74 0 0 05 Nov 2024
Visual Fourier Prompt Tuning Runjia Zeng Cheng Han Qifan Wang Chunshu Wu Tong Geng Lifu Huang Ying Nian Wu Dongfang Liu VPVLM VLM 128 8 0 02 Nov 2024
Task-Oriented Hierarchical Object Decomposition for Visuomotor Control Jianing Qian Yunshuang Li Bernadette Bucher Dinesh Jayaraman OCL 91 0 0 02 Nov 2024
Preventing Dimensional Collapse in Self-Supervised Learning via Orthogonality Regularization Junlin He Jinxiao Du Wei Ma SSL 118 1 0 01 Nov 2024
HEX: Hierarchical Emergence Exploitation in Self-Supervised Algorithms Kiran Kokilepersaud Seulgi Kim Mohit Prabhushankar Ghassan AlRegib 88 2 0 30 Oct 2024
S3PT: Scene Semantics and Structure Guided Clustering to Boost Self-Supervised Pre-Training for Autonomous Driving Maciej K. Wozniak Hariprasath Govindarajan Marvin Klingner Camille Maurice B Ravi Kiran S. Yogamani 3DPC 156 1 0 30 Oct 2024
CNN Explainability with Multivector Tucker Saliency Maps for Self-Supervised Models Aymene Mohammed Bouayed Samuel Deslauriers-Gauthier Adrian Iaccovelli D. Naccache 76 0 0 30 Oct 2024
ReMix: Training Generalized Person Re-identification on a Mixture of Data Timur Mamedov Anton Konushin Vadim Konushin 63 1 0 29 Oct 2024
AdaptGCD: Multi-Expert Adapter Tuning for Generalized Category Discovery Yuxun Qu Yongqiang Tang Chenyang Zhang Wensheng Zhang 179 0 0 29 Oct 2024
Accelerating Augmentation Invariance Pretraining Jinhong Lin Cheng-En Wu Yibing Wei Pedro Morgado ViT 81 1 0 27 Oct 2024
Connecting Joint-Embedding Predictive Architecture with Contrastive Self-supervised Learning Shentong Mo Shengbang Tong 98 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 Knudsen Tolga Tasdizen 97 0 0 23 Oct 2024
SigCLR: Sigmoid Contrastive Learning of Visual Representations Ömer Veysel Çağatan 59 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 83 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 44 1 0 17 Oct 2024
Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective Yongxin Zhu Bing Li Hang Zhang Xin Li Linli Xu Lidong Bing DiffM 116 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 134 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 75 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 37 2 0 14 Oct 2024
FasterDiT: Towards Faster Diffusion Transformers Training without Architecture Modification J. Yao Wang Cheng Wenyu Liu Xinggang Wang 91 13 0 14 Oct 2024
Non-transferable Pruning Ruyi Ding Lili Su A. A. Ding Yunsi Fei AAML 70 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 100 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 126 9 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 184 102 0 09 Oct 2024
Improving Object Detection via Local-global Contrastive Learning Danai Triantafyllidou Sarah Parisot A. Leonardis Jingyu Sun 111 2 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 69 2 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 75 10 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 105 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 54 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 175 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 67 1 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 120 5 0 28 Sep 2024
ProMerge: Prompt and Merge for Unsupervised Instance Segmentation Dylan Li Gyungin Shin 78 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 90 5 0 27 Sep 2024
Bridging OOD Detection and Generalization: A Graph-Theoretic View Han Wang Yixuan Li CML 91 2 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 81 2 0 25 Sep 2024