Improved Baselines with Momentum Contrastive Learning

9 March 2020

Papers citing "Improved Baselines with Momentum Contrastive Learning"

50 / 2,109 papers shown

Title
Image Classification with Small Datasets: Overview and Benchmark Lorenzo Brigato Björn Barz Luca Iocchi Joachim Denzler VLM 73 20 0 23 Dec 2022
Precise Location Matching Improves Dense Contrastive Learning in Digital Pathology Jingwei Zhang S. Kapse Ke Ma Prateek Prasanna Maria Vakalopoulou Joel H. Saltz Dimitris Samaras 109 9 0 23 Dec 2022
Understanding and Improving the Role of Projection Head in Self-Supervised Learning Kartik Gupta Thalaiyasingam Ajanthan Anton Van Den Hengel Stephen Gould SSL 75 43 0 22 Dec 2022
Multi-queue Momentum Contrast for Microvideo-Product Retrieval Yali Du Yin-wei Wei Wei Ji Fan Liu Xin Luo Liqiang Nie 99 16 0 22 Dec 2022
Similarity Contrastive Estimation for Image and Video Soft Contrastive Self-Supervised Learning J. Denize Jaonary Rabarisoa Astrid Orcesi Romain Hérault SSL 92 6 0 21 Dec 2022
UnICLAM:Contrastive Representation Learning with Adversarial Masking for Unified and Interpretable Medical Vision Question Answering Chenlu Zhan Peng Peng Hongsen Wang Tao Chen Hongwei Wang MedIm 89 4 0 21 Dec 2022
CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Data Limitation With Contrastive Learning Xiaoming Liu Zhaohan Zhang Yichen Wang Hang Pu Y. Lan Chao Shen 102 41 0 20 Dec 2022
Pre-Trained Image Encoder for Generalizable Visual Reinforcement Learning Zhecheng Yuan Zhengrong Xue Bo Yuan Xueqian Wang Yi Wu Yang Gao Huazhe Xu SSL OffRL 120 74 0 17 Dec 2022
Improving self-supervised representation learning via sequential adversarial masking Dylan Sam Min Bai Tristan McKinney Li Erran Li SSL 88 0 0 16 Dec 2022
Unsupervised Object Localization: Observing the Background to Discover Objects Oriane Siméoni Chloé Sekkat Gilles Puy Antonín Vobecký Éloi Zablocki Patrick Pérez OCL SSL 81 59 0 15 Dec 2022
Establishing a stronger baseline for lightweight contrastive models Wenye Lin Yifeng Ding Zhixiong Cao Haitao Zheng 105 2 0 14 Dec 2022
On the Evolution of (Hateful) Memes by Means of Multimodal Contrastive Learning Y. Qu Xinlei He S. Pierson Michael Backes Yang Zhang Savvas Zannettou 86 28 0 13 Dec 2022
Semantics-Consistent Feature Search for Self-Supervised Visual Representation Learning Kaiyou Song Shanyi Zhang Zihao An Zimeng Luo Tongzhou Wang Jin Xie SSL 87 7 0 13 Dec 2022
Accidental Turntables: Learning 3D Pose by Watching Objects Turn Zezhou Cheng Matheus Gadelha Subhransu Maji 3DPC 75 2 0 13 Dec 2022
Instance-Conditional Timescales of Decay for Non-Stationary Learning Nishant Jain Pradeep Shenoy 98 4 0 12 Dec 2022
ALSO: Automotive Lidar Self-supervision by Occupancy estimation Alexandre Boulch Corentin Sautier Bjoern Michele Gilles Puy Renaud Marlet SSL 3DPC 80 58 0 12 Dec 2022
Accelerating Self-Supervised Learning via Efficient Training Strategies Mustafa Taha Koccyiugit Timothy M. Hospedales Hakan Bilen SSL 70 8 0 11 Dec 2022
SEPT: Towards Scalable and Efficient Visual Pre-Training Yiqi Lin Huabin Zheng Huaping Zhong Jinjing Zhu Weijia Li Conghui He Lin Wang 82 2 0 11 Dec 2022
Benchmarking Self-Supervised Learning on Diverse Pathology Datasets Mingu Kang Heon Song Seonwook Park Donggeun Yoo Sérgio Pereira 72 139 0 09 Dec 2022
Contrastive View Design Strategies to Enhance Robustness to Domain Shifts in Downstream Object Detection Kyle Buettner Adriana Kovashka 58 2 0 09 Dec 2022
System Design for an Integrated Lifelong Reinforcement Learning Agent for Real-Time Strategy Games Indranil Sur Z. Daniels Abrar Rahman Kamil Faber Gianmarco J. Gallardo ... Roberto Corizzo Ajay Divakaran M. Piacentino Jesse Hostetler Aswin Raghavan CLL OffRL 83 4 0 08 Dec 2022
Generating and Weighting Semantically Consistent Sample Pairs for Ultrasound Contrastive Learning Yixiong Chen Chunhui Zhang C. Ding Li Liu 99 14 0 08 Dec 2022
Graph Matching with Bi-level Noisy Correspondence Yijie Lin Mouxing Yang Jun Yu Peng Hu Changqing Zhang Xiaocui Peng 112 34 0 08 Dec 2022
Teaching Matters: Investigating the Role of Supervision in Vision Transformers Matthew Walmer Saksham Suri Kamal Gupta Abhinav Shrivastava 85 33 0 07 Dec 2022
Unsupervised Flood Detection on SAR Time Series Ritu Yadav A. Nascetti Hossein Azizpour Y. Ban 67 8 0 07 Dec 2022
Rethinking the Objectives of Vector-Quantized Tokenizers for Image Synthesis Yuchao Gu Xintao Wang Yixiao Ge Ying Shan Xiaohu Qie Mike Zheng Shou DiffM 101 22 0 06 Dec 2022
Self-supervised and Weakly Supervised Contrastive Learning for Frame-wise Action Representations Minghao Chen Renbo Tu Chenxi Huang Yuqi Lin Boxi Wu Deng Cai SSL AI4TS 101 1 0 06 Dec 2022
Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering D. M. Nguyen Hoangvu Nguyen M. T. N. Truong T. Cao Binh Duc Nguyen Nhat Ho Paul Swoboda Shadi Albarqouni P. Xie Daniel Sonntag SSL 78 21 0 04 Dec 2022
LatentSwap3D: Semantic Edits on 3D Image GANs Enis Simsar A. Tonioni Evin Pınar Örnek F. Tombari 125 8 0 02 Dec 2022
Compound Batch Normalization for Long-tailed Image Classification Lechao Cheng Chaowei Fang Dingwen Zhang Guanbin Li Gang Huang 91 11 0 02 Dec 2022
Hyperbolic Contrastive Learning for Visual Representations beyond Objects Songwei Ge Shlok Kumar Mishra Simon Kornblith Chun-Liang Li David Jacobs OCL SSL 129 57 0 01 Dec 2022
Finetune like you pretrain: Improved finetuning of zero-shot vision models Sachin Goyal Ananya Kumar Sankalp Garg Zico Kolter Aditi Raghunathan CLIP VLM 134 157 0 01 Dec 2022
FoPro: Few-Shot Guided Robust Webly-Supervised Prototypical Learning Yulei Qin Xingyu Chen Chao Chen Yunhang Shen Bohan Ren Yun Gu Jie Yang Chunhua Shen 103 4 0 01 Dec 2022
Why Are Conditional Generative Models Better Than Unconditional Ones? Fan Bao Chongxuan Li Jiacheng Sun Jun Zhu DiffM 96 24 0 01 Dec 2022
Procedural Image Programs for Representation Learning Manel Baradad Chun-Fu Jonas Wulff Tongzhou Wang Rogerio Feris Antonio Torralba Phillip Isola 105 23 0 29 Nov 2022
SatlasPretrain: A Large-Scale Dataset for Remote Sensing Image Understanding Favyen Bastani Piper Wolters Ritwik Gupta Joe Ferdinando Aniruddha Kembhavi 119 109 0 28 Nov 2022
Interactive Visual Feature Search Devon Ulrich Ruth C. Fong FAtt 119 0 0 28 Nov 2022
Learning Dense Object Descriptors from Multiple Views for Low-shot Category Generalization Stefan Stojanov Anh Thai Zixuan Huang James M. Rehg 110 2 0 28 Nov 2022
A Knowledge-based Learning Framework for Self-supervised Pre-training Towards Enhanced Recognition of Biomedical Microscopy Images Wei Chen Chen Li Dan Chen Xin Luo MedIm SSL 79 12 0 27 Nov 2022
A Theoretical Study of Inductive Biases in Contrastive Learning Jeff Z. HaoChen Tengyu Ma UQCV SSL 123 34 0 27 Nov 2022
A Unified Framework for Contrastive Learning from a Perspective of Affinity Matrix Wenbin Li Meihao Kong Xuesong Yang Lei Wang Jing Huo Yang Gao Jiebo Luo 47 0 0 26 Nov 2022
Rethinking Alignment and Uniformity in Unsupervised Image Semantic Segmentation Daoan Zhang Chenming Li Haoquan Li Wen-Fong Huang Lingyun Huang Jianguo Zhang 96 20 0 26 Nov 2022
Copy-Pasting Coherent Depth Regions Improves Contrastive Learning for Urban-Scene Segmentation Liang Zeng A. Lengyel Nergis Tomen Jan van Gemert AI4TS 76 0 0 25 Nov 2022
Ladder Siamese Network: a Method and Insights for Multi-level Self-Supervised Learning Ryota Yoshihashi Shuhei Nishimura Dai Yonebayashi Yuya Otsuka Tomohiro Tanaka Takashi Miyazaki SSL 84 2 0 25 Nov 2022
Contrastive pretraining for semantic segmentation is robust to noisy positive pairs Sebastian Gerard Josephine Sullivan 92 1 0 24 Nov 2022
Pose-disentangled Contrastive Learning for Self-supervised Facial Representation Y. Liu Wenbin Wang Yibing Zhan Shaoze Feng Li-Yu Daisy Liu Zhe Chen SSL 69 13 0 24 Nov 2022
Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations Jiahang Zhang Lilang Lin Jiaying Liu 77 52 0 24 Nov 2022
Self-Supervised Learning based on Heat Equation Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Lu Yuan Zicheng Liu Youzuo Lin 77 4 0 23 Nov 2022
Evolutionary Generalized Zero-Shot Learning Dubing Chen Haofeng Zhang Yang Long VLM 94 1 0 23 Nov 2022
Delving StyleGAN Inversion for Image Editing: A Foundation Latent Space Viewpoint Hongyu Liu Yibing Song Qifeng Chen DiffM 101 21 0 21 Nov 2022