Improved Baselines with Momentum Contrastive Learning

9 March 2020

Papers citing "Improved Baselines with Momentum Contrastive Learning"

50 / 2,109 papers shown

Title
See to Touch: Learning Tactile Dexterity through Visual Incentives Irmak Güzey Yinlong Dai Ben Evans Soumith Chintala Lerrel Pinto 109 37 0 21 Sep 2023
SCOB: Universal Text Understanding via Character-wise Supervised Contrastive Learning with Online Text Rendering for Bridging Domain Gap Daehee Kim Yoon Kim Donghyun Kim Yumin Lim Geewook Kim Taeho Kil 94 4 0 21 Sep 2023
BELT:Bootstrapping Electroencephalography-to-Language Decoding and Zero-Shot Sentiment Classification by Natural Language Supervision Jinzhao Zhou Yiqun Duan Yu-Cheng Chang Yu-Kai Wang Chin-Teng Lin 80 6 0 21 Sep 2023
Elevating Skeleton-Based Action Recognition with Efficient Multi-Modality Self-Supervision Yiping Wei Kunyu Peng Alina Roitberg Jiaming Zhang Junwei Zheng R. Liu Yufan Chen Kailun Yang Rainer Stiefelhagen 92 3 0 21 Sep 2023
A Study of Forward-Forward Algorithm for Self-Supervised Learning Jonas Brenig Radu Timofte SSL 73 5 0 21 Sep 2023
DimCL: Dimensional Contrastive Learning For Improving Self-Supervised Learning Thanh Nguyen T. Pham Chaoning Zhang Tung M. Luu Thang Vu Chang D. Yoo 115 10 0 21 Sep 2023
Exploring Self-supervised Skeleton-based Action Recognition in Occluded Environments Yifei Chen Kunyu Peng Alina Roitberg David Schneider Jiaming Zhang Junwei Zheng R. Liu Yufan Chen Kailun Yang Rainer Stiefelhagen 116 0 0 21 Sep 2023
SEMPART: Self-supervised Multi-resolution Partitioning of Image Semantics Sriram Ravindran Debraj Basu 112 3 0 20 Sep 2023
Sound Source Localization is All about Cross-Modal Alignment Arda Senocak H. Ryu Junsik Kim Tae-Hyun Oh Hanspeter Pfister Joon Son Chung 97 19 0 19 Sep 2023
Latent Space Energy-based Model for Fine-grained Open Set Recognition Wentao Bao Qi Yu Yu Kong BDL 81 2 0 19 Sep 2023
Graph Contrastive Learning Meets Graph Meta Learning: A Unified Method for Few-shot Node Tasks Hao Liu Jiarui Feng Lecheng Kong Dacheng Tao Yixin Chen Muhan Zhang OffRL 72 5 0 19 Sep 2023
Heterogeneous Generative Knowledge Distillation with Masked Image Modeling Ziming Wang Shumin Han Xiaodi Wang Jing Hao Xianbin Cao Baochang Zhang VLM 74 0 0 18 Sep 2023
GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation with Multi-Perspective Meta Labels YiXuan Wu Jintai Chen Jiahuan Yan Yiheng Zhu Benlin Liu Jian Wu VLM 97 6 0 16 Sep 2023
AV-MaskEnhancer: Enhancing Video Representations through Audio-Visual Masked Autoencoder Xingjian Diao Ming Cheng Shitong Cheng VGen 95 10 0 15 Sep 2023
BROW: Better featuRes fOr Whole slide image based on self-distillation Yuan Wu Shaojie Li Zhiqiang Du Wentao Zhu 60 5 0 15 Sep 2023
Nucleus-aware Self-supervised Pretraining Using Unpaired Image-to-image Translation for Histopathology Images Zhiyun Song Penghui Du Junpeng Yan Keqin Li Jianzhong Shou Maode Lai Yubo Fan Yan Xu 97 8 0 14 Sep 2023
ConR: Contrastive Regularizer for Deep Imbalanced Regression Mahsa Keramati Lili Meng R. D. Evans 110 9 0 13 Sep 2023
Optimizing Audio Augmentations for Contrastive Learning of Health-Related Acoustic Signals Louis Blankemeier Sebastien Baur Wei-Hung Weng Jake Garrison Yossi Matias Shruthi Prabhakara Diego Ardila Zaid Nabulsi 77 0 0 11 Sep 2023
Temporal Action Localization with Enhanced Instant Discriminability Ding Shi Qiong Cao Yujie Zhong Shan An Jian Cheng Haogang Zhu Dacheng Tao 100 9 0 11 Sep 2023
Graph-Aware Contrasting for Multivariate Time-Series Classification Yucheng Wang Yuecong Xu Jianfei Yang Min-man Wu Xiaoli Li Lihua Xie Zhenghua Chen AI4TS 97 15 0 11 Sep 2023
Unified Contrastive Fusion Transformer for Multimodal Human Action Recognition Kyoung Ok Yang Junho Koh Jun-Won Choi 84 0 0 10 Sep 2023
Self-Supervised Transformer with Domain Adaptive Reconstruction for General Face Forgery Video Detection Daichi Zhang Zihao Xiao Jianmin Li Shiming Ge CVBM ViT 63 2 0 09 Sep 2023
Redundancy-Free Self-Supervised Relational Learning for Graph Clustering Si-Yu Yi Wei Ju Yifang Qin Xiao Luo Luchen Liu Yong-Dao Zhou Ming Zhang 125 25 0 09 Sep 2023
Unsupervised Gaze-aware Contrastive Learning with Subject-specific Condition Li-Huan Du Xucong Zhang Guohao Lan CVBM 77 1 0 08 Sep 2023
Unsupervised Object Localization with Representer Point Selection Yeonghwan Song Seokwoo Jang Dina Katabi Jeany Son 3DPC 69 3 0 08 Sep 2023
Adapting Self-Supervised Representations to Multi-Domain Setups Neha Kalibhat Sam Sharpe Jeremy Goodsitt Bayan Bruss Soheil Feizi 74 0 0 07 Sep 2023
DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions Haochen Wang Junsong Fan Yuxi Wang Kaiyou Song Tong Wang Zhaoxiang Zhang 84 21 0 07 Sep 2023
Fast FixMatch: Faster Semi-Supervised Learning with Curriculum Batch Size John Chen Chen Dun Anastasios Kyrillidis 63 3 0 07 Sep 2023
ViewMix: Augmentation for Robust Representation in Self-Supervised Learning A. Das Agnibh Dasgupta SSL 64 0 0 06 Sep 2023
Spatio-Temporal Contrastive Self-Supervised Learning for POI-level Crowd Flow Inference Songyu Ke Ting Li Li Song Yanping Sun Qintian Sun Junbo Zhang Yu Zheng SSL 116 2 0 06 Sep 2023
A Survey of the Impact of Self-Supervised Pretraining for Diagnostic Tasks with Radiological Images Blake Vanberlo Jesse Hoey Alexander Wong SSL LM&MA 108 2 0 05 Sep 2023
Building a Winning Team: Selecting Source Model Ensembles using a Submodular Transferability Estimation Approach KB Vimal Saketh Bachu Tanmay Garg Niveditha Lakshmi Narasimhan Raghavan Konuru Vineeth N. Balasubramanian 97 2 0 05 Sep 2023
PESTO: Pitch Estimation with Self-supervised Transposition-equivariant Objective Alain Riou Stefan Lattner Gaëtan Hadjeres Geoffroy Peeters 70 18 0 05 Sep 2023
Leveraging Self-Supervised Vision Transformers for Segmentation-based Transfer Function Design Dominik Engel Leon Sick Timo Ropinski ViT 87 0 0 04 Sep 2023
EdaDet: Open-Vocabulary Object Detection Using Early Dense Alignment Cheng Shi Sibei Yang VLM ObjD 89 39 0 03 Sep 2023
Regularly Truncated M-estimators for Learning with Noisy Labels Xiaobo Xia Pengqian Lu Chen Gong Bo Han Jun-chen Yu Jun Yu Tongliang Liu NoLa 104 13 0 02 Sep 2023
Fine-Grained Spatiotemporal Motion Alignment for Contrastive Video Representation Learning Minghao Zhu Xiao Lin Ronghao Dang Chengju Liu Qi Chen VGen 85 9 0 01 Sep 2023
Towards Long-Tailed Recognition for Graph Classification via Collaborative Experts Si-Yu Yi Zhengyan Mao Wei Ju Yong-Dao Zhou Luchen Liu Xiao Luo Ming Zhang 99 7 0 31 Aug 2023
MoMA: Momentum Contrastive Learning with Multi-head Attention-based Knowledge Distillation for Histopathology Image Analysis T. Vuong J. T. Kwak 79 6 0 31 Aug 2023
Towards a Rigorous Analysis of Mutual Information in Contrastive Learning Kyungeun Lee Jaeill Kim Suhyun Kang Wonjong Rhee SSL 86 2 0 30 Aug 2023
Exploring Model Transferability through the Lens of Potential Energy Xiaotong Li Zixuan Hu Yixiao Ge Ying Shan Ling-Yu Duan 105 7 0 29 Aug 2023
MS-Net: A Multi-modal Self-supervised Network for Fine-Grained Classification of Aircraft in SAR Images Bingying Yue Jianhao Li Hao Shi Yupei Wang Honghu Zhong 101 1 0 28 Aug 2023
Brain-like representational straightening of natural movies in robust feedforward neural networks Tahereh Toosi Elias B. Issa 68 5 0 26 Aug 2023
Attending Generalizability in Course of Deep Fake Detection by Exploring Multi-task Learning P. Balaji Abhijit Das Srijan Das A. Dantcheva CVBM 61 4 0 25 Aug 2023
Self-Supervised Representation Learning with Cross-Context Learning between Global and Hypercolumn Features Zheng Gao Chen Feng Ioannis Patras SSL 85 4 0 25 Aug 2023
Self-supervised Scene Text Segmentation with Object-centric Layered Representations Augmented by Text Regions Yibo Wang Yunhu Ye Yuanpeng Mao Yanwei Yu Yuanping Song 84 2 0 25 Aug 2023
Dual Compensation Residual Networks for Class Imbalanced Learning Rui Hou Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen 105 6 0 25 Aug 2023
MatchXML: An Efficient Text-label Matching Framework for Extreme Multi-label Text Classification Hui Ye Rajshekhar Sunderraman Shihao Ji 115 3 0 25 Aug 2023
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion Junjiao Tian Lavisha Aggarwal Andrea Colaco Z. Kira Mar González-Franco DiffM 125 85 0 23 Aug 2023
DR-Tune: Improving Fine-tuning of Pretrained Visual Models by Distribution Regularization with Semantic Calibration Nana Zhou Jiaxin Chen Di Huang 72 4 0 23 Aug 2023