Improved Baselines with Momentum Contrastive Learning

9 March 2020

Papers citing "Improved Baselines with Momentum Contrastive Learning"

50 / 2,089 papers shown

Title
DeepSet SimCLR: Self-supervised deep sets for improved pathology representation learning David Torpey Richard Klein SSL 42 1 0 23 Feb 2024
Attention-Guided Masked Autoencoders For Learning Image Representations Leon Sick Dominik Engel Pedro Hermosilla Timo Ropinski 34 1 0 23 Feb 2024
Mudjacking: Patching Backdoor Vulnerabilities in Foundation Models Hongbin Liu Michael K. Reiter Neil Zhenqiang Gong AAML 33 2 0 22 Feb 2024
CyberDemo: Augmenting Simulated Human Demonstration for Real-World Dexterous Manipulation Jun Wang Yuzhe Qin Kaiming Kuang Yigit Korkmaz Akhilan Gurumoorthy Hao Su Xiaolong Wang 43 19 0 22 Feb 2024
Overcoming Dimensional Collapse in Self-supervised Contrastive Learning for Medical Image Segmentation Jamshid Hassanpour V. Srivastav Didier Mutter N. Padoy SSL 57 2 0 22 Feb 2024
Multi-organ Self-supervised Contrastive Learning for Breast Lesion Segmentation Hugo Figueiras Helena Aidos Nuno C. Garcia SSL 27 0 0 21 Feb 2024
Generalizable Semantic Vision Query Generation for Zero-shot Panoptic and Semantic Segmentation Jialei Chen Daisuke Deguchi Chenkai Zhang Hiroshi Murase VLM 45 1 0 21 Feb 2024
Unsupervised learning based object detection using Contrastive Learning Chandan Kumar Jansel Herrera-Gerena John Just Matthew J. Darr Ali Jannesari SSL 53 1 0 21 Feb 2024
GOOD: Towards Domain Generalized Orientated Object Detection Qi Bi Beichen Zhou Jingjun Yi Wei Ji Haolan Zhan Gui-Song Xia ObjD OOD 85 2 0 20 Feb 2024
Learning the Unlearned: Mitigating Feature Suppression in Contrastive Learning Jihai Zhang Xiang Lan Xiaoye Qu Yu Cheng Mengling Feng Bryan Hooi SSL 24 4 0 19 Feb 2024
Thyroid ultrasound diagnosis improvement via multi-view self-supervised learning and two-stage pre-training Jian Wang Xin Yang X. Jia Wufeng Xue Rusi Chen ... Lian Liu Yan Cao Jianqiao Zhou Dong Ni Ning Gu 35 5 0 18 Feb 2024
Enhancement-Driven Pretraining for Robust Fingerprint Representation Learning Ekta Gavas Kaustubh Olpadkar A. Namboodiri 11 0 0 16 Feb 2024
Learning Low-Rank Feature for Thorax Disease Classification Rajeev Goel Utkarsh Nath Yancheng Wang Alvin C. Silva Teresa Wu Yingzhen Yang 22 0 0 14 Feb 2024
Switch EMA: A Free Lunch for Better Flatness and Sharpness Siyuan Li Zicheng Liu Juanxi Tian Ge Wang Zedong Wang ... Cheng Tan Tao Lin Yang Liu Baigui Sun Stan Z. Li 30 6 0 14 Feb 2024
Affine transformation estimation improves visual self-supervised learning David Torpey Richard Klein SSL 23 0 0 14 Feb 2024
DUEL: Duplicate Elimination on Active Memory for Self-Supervised Class-Imbalanced Learning Won-Seok Choi Hyun-Dong Lee Dong-Sig Han Junseok Park Heeyeon Koo Byoung-Tak Zhang 30 1 0 14 Feb 2024
Leveraging Self-Supervised Instance Contrastive Learning for Radar Object Detection Colin Decourt R. V. Rullen D. Salle Thomas Oberlin SSL 35 0 0 13 Feb 2024
Contrastive Multiple Instance Learning for Weakly Supervised Person ReID Jacob Tyo Zachary Chase Lipton SSL 32 0 0 12 Feb 2024
A Closer Look at the Robustness of Contrastive Language-Image Pre-Training (CLIP) Weijie Tu Weijian Deng Tom Gedeon UQCV VLM 20 32 0 12 Feb 2024
ExGRG: Explicitly-Generated Relation Graph for Self-Supervised Representation Learning Mahdi Naseri Mahdi Biparva SSL 29 0 0 09 Feb 2024
CTGAN: Semantic-guided Conditional Texture Generator for 3D Shapes Yi-Ting Pan Chai-Rong Lee Shu-Ho Fan Jheng-Wei Su Jia-Bin Huang Yung-Yu Chuang Hung-Kuo Chu 34 0 0 08 Feb 2024
Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously Yihan Wang Yifan Zhu Xiao-Shan Gao AAML 28 6 0 06 Feb 2024
CAMBranch: Contrastive Learning with Augmented MILPs for Branching Jiacheng Lin Meng Xu Zhihua Xiong Huangang Wang 17 3 0 06 Feb 2024
Online Feature Updates Improve Online (Generalized) Label Shift Adaptation Ruihan Wu Siddhartha Datta Yi Su Dheeraj Baby Yu-Xiang Wang Kilian Q. Weinberger 32 1 0 05 Feb 2024
Delving into Multi-modal Multi-task Foundation Models for Road Scene Understanding: From Learning Paradigm Perspectives Sheng Luo Wei Chen Wanxin Tian Rui Liu Luanxuan Hou ... Ling Shao Yi Yang Bojun Gao Qun Li Guobin Wu 51 13 0 05 Feb 2024
Deep Spectral Improvement for Unsupervised Image Instance Segmentation Farnoosh Arefi Amir M. Mansourian S. Kasaei ISeg 31 1 0 04 Feb 2024
BECLR: Batch Enhanced Contrastive Few-Shot Learning Stylianos Poulakakis-Daktylidis Hadi Jamali Rad 28 5 0 04 Feb 2024
A Probabilistic Model behind Self-Supervised Learning Alice Bizeul Bernhard Schölkopf Carl Allen SSL 26 2 0 02 Feb 2024
High-Quality Medical Image Generation from Free-hand Sketch Q. H. Cap Atsushi Fukuda MedIm 3DH 22 1 0 01 Feb 2024
$CIMIL-CRC: a clinically-informed multiple instance learning framework for patient-level colorectal cancer molecular subtypes classification from H\&E stained images$ CIMIL-CRC: a clinically-informed multiple instance learning framework for patient-level colorectal cancer molecular subtypes classification from H\&E stained images Hadar Hezi Matan Gelber Alexander Balabanov Y. Maruvka Moti Freiman 23 3 0 29 Jan 2024
MV2MAE: Multi-View Video Masked Autoencoders Ketul Shah Robert Crandall Jie Xu Peng Zhou Marian George Mayank Bansal Rama Chellappa 35 4 0 29 Jan 2024
Incorporating simulated spatial context information improves the effectiveness of contrastive learning models Lizhen Zhu James Z. Wang Wonseuk Lee Bradley P. Wyble 40 2 0 26 Jan 2024
Improving Antibody Humanness Prediction using Patent Data Talip Uçar Aubin Ramon Dino Oglic Rebecca Croasdale-wood Tom Diethe Pietro Sormanni 25 1 0 25 Jan 2024
Rethinking Patch Dependence for Masked Autoencoders Letian Fu Long Lian Renhao Wang Baifeng Shi Xudong Wang Adam Yala Trevor Darrell Alexei A. Efros Ken Goldberg 34 14 0 25 Jan 2024
Self-supervised Learning of LiDAR 3D Point Clouds via 2D-3D Neural Calibration Yifan Zhang Siyu Ren Junhui Hou Jinjian Wu Guangming Shi Guangming Shi SSL 3DPC 90 3 0 23 Jan 2024
Enhancing medical vision-language contrastive learning via inter-matching relation modelling Mingjian Li Mingyuan Meng M. Fulham David Dagan Feng Lei Bi Jinman Kim VLM 42 1 0 19 Jan 2024
POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images Antonín Vobecký Oriane Siméoni David Hurych Spyros Gidaris Andrei Bursuc Patrick Pérez Josef Sivic 40 33 0 17 Jan 2024
Trapped in texture bias? A large scale comparison of deep instance segmentation J. Theodoridis Jessica Hofmann J. Maucher A. Schilling SSeg 32 5 0 17 Jan 2024
Cross-Level Multi-Instance Distillation for Self-Supervised Fine-Grained Visual Categorization Qi Bi Wei Ji Jingjun Yi Haolan Zhan Gui-Song Xia 30 0 0 16 Jan 2024
Explanations of Classifiers Enhance Medical Image Segmentation via End-to-end Pre-training Jiamin Chen Xuhong Li Yanwu Xu Jundong Li Haoyi Xiong 26 2 0 16 Jan 2024
Adversarial Masking Contrastive Learning for vein recognition Huafeng Qin Yiquan Wu M. El-Yacoubi Jun Wang Guangxiang Yang MedIm 34 0 0 16 Jan 2024
Robust Tiny Object Detection in Aerial Images amidst Label Noise Haoran Zhu Chang Xu Wen Yang Ruixiang Zhang Yan Zhang Gui-Song Xia NoLa 30 1 0 16 Jan 2024
Forging Vision Foundation Models for Autonomous Driving: Challenges, Methodologies, and Opportunities Xu Yan Haiming Zhang Yingjie Cai Jingming Guo Weichao Qiu ... Lihui Jiang Wei Zhang Hongbo Zhang Dengxin Dai Bingbing Liu 56 17 0 16 Jan 2024
How does self-supervised pretraining improve robustness against noisy labels across various medical image classification datasets? Bidur Khanal Binod Bhattarai Bishesh Khanal Cristian A. Linte NoLa 21 0 0 15 Jan 2024
Collaboratively Self-supervised Video Representation Learning for Action Recognition Jie Zhang Zhifan Wan Lanqing Hu Stephen Lin Shuzhe Wu Shiguang Shan TTA 67 1 0 15 Jan 2024
MIMIC: Mask Image Pre-training with Mix Contrastive Fine-tuning for Facial Expression Recognition Fan Zhang Xiaobao Guo Xiaojiang Peng Alex C. Kot 27 0 0 14 Jan 2024
Enhancing Contrastive Learning with Efficient Combinatorial Positive Pairing Jaeill Kim Duhun Hwang Eunjung Lee Jangwon Suh Jimyeong Kim Wonjong Rhee 33 0 0 11 Jan 2024
SwiMDiff: Scene-wide Matching Contrastive Learning with Diffusion Constraint for Remote Sensing Image Jiayuan Tian Jie Lei Jiaqing Zhang Weiying Xie Yunsong Li 33 12 0 10 Jan 2024
Generic Knowledge Boosted Pre-training For Remote Sensing Images Ziyue Huang Mingming Zhang Yuan Gong Qingjie Liu Yunhong Wang VLM 35 14 0 09 Jan 2024
Attention versus Contrastive Learning of Tabular Data -- A Data-centric Benchmarking S. B. Rabbani Ivan V. Medri Manar D. Samad 13 8 0 08 Jan 2024