Improved Baselines with Momentum Contrastive Learning

9 March 2020

Papers citing "Improved Baselines with Momentum Contrastive Learning"

50 / 2,109 papers shown

Title
Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations Peng Jin Jinfa Huang Fenglin Liu Xian Wu Shen Ge Guoli Song David Clifton Jing Chen VLM 117 69 0 21 Nov 2022
Cross-Modal Contrastive Learning for Robust Reasoning in VQA Qinjie Zheng Chaoyue Wang Daqing Liu Dadong Wang Dacheng Tao LRM 66 0 0 21 Nov 2022
Structure-Encoding Auxiliary Tasks for Improved Visual Representation in Vision-and-Language Navigation Chia-Wen Kuo Chih-Yao Ma Judy Hoffman Z. Kira 84 10 0 20 Nov 2022
When Noisy Labels Meet Long Tail Dilemmas: A Representation Calibration Method Manyi Zhang Xuyang Zhao Jun Yao Chun Yuan Weiran Huang 83 23 0 20 Nov 2022
Auto-Focus Contrastive Learning for Image Manipulation Detection Wenyan Pan Zhili Zhou Guangcan Liu Teng Huang Hongyang Yan Q. M. Jonathan Wu 56 1 0 20 Nov 2022
ESTAS: Effective and Stable Trojan Attacks in Self-supervised Encoders with One Target Unlabelled Sample Jiaqi Xue Qiang Lou AAML 73 8 0 20 Nov 2022
Improving Pixel-Level Contrastive Learning by Leveraging Exogenous Depth Information Ahmed Ben Saad Kristina Prokopetc J. Kherroubi Axel Davy Adrien Courtois Gabriele Facciolo SSL MDE 120 2 0 18 Nov 2022
Self-Supervised Visual Representation Learning via Residual Momentum T. Pham Axi Niu Zhang Kang Sultan Rizky Hikmawan Madjid Jiajing Hong Daehyeok Kim Joshua Tian Jin Tee Chang D. Yoo SSL 89 6 0 17 Nov 2022
Uni-Perceiver v2: A Generalist Model for Large-Scale Vision and Vision-Language Tasks Hao Li Jinguo Zhu Xiaohu Jiang Xizhou Zhu Hongsheng Li ... Xiaohua Wang Yu Qiao Xiaogang Wang Wenhai Wang Jifeng Dai MLLM 89 58 0 17 Nov 2022
CAE v2: Context Autoencoder with CLIP Target Xinyu Zhang Jiahui Chen Junkun Yuan Qiang Chen Jian Wang ... Jimin Pi Kun Yao Junyu Han Errui Ding Jingdong Wang VLM CLIP 109 24 0 17 Nov 2022
Keep Your Friends Close & Enemies Farther: Debiasing Contrastive Learning with Spatial Priors in 3D Radiology Images Yejia Zhang Nishchal Sapkota Pengfei Gu Yao Peng Hao Zheng Da Chen 66 6 0 16 Nov 2022
Robust Alzheimer's Progression Modeling using Cross-Domain Self-Supervised Deep Learning Saba Dadsetan Mohsen Hejrati Shandong Wu Somaye Hashemifar OOD 120 0 0 15 Nov 2022
Unsupervised Feature Clustering Improves Contrastive Representation Learning for Medical Image Segmentation Yejia Zhang Xinrong Hu Nishchal Sapkota Yiyu Shi Da Chen SSL 73 4 0 15 Nov 2022
CorruptEncoder: Data Poisoning based Backdoor Attacks to Contrastive Learning Jinghuai Zhang Hongbin Liu Jinyuan Jia Neil Zhenqiang Gong AAML 83 21 0 15 Nov 2022
Masked Reconstruction Contrastive Learning with Information Bottleneck Principle Ziwen Liu Bonan li Congying Han Tiande Guo Xuecheng Nie SSL 66 2 0 15 Nov 2022
Self-supervised remote sensing feature learning: Learning Paradigms, Challenges, and Future Works Chao Tao Ji Qi Mingning Guo Qing Zhu Haifeng Li SSL 104 59 0 15 Nov 2022
What Images are More Memorable to Machines? Junlin Han Huangying Zhan Jie Hong Pengfei Fang Hongdong Li L. Petersson Ian Reid 71 3 0 14 Nov 2022
PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation Mu Chen Zhedong Zheng Yi Yang Tat-Seng Chua 121 55 0 14 Nov 2022
Unsupervised Face Recognition using Unlabeled Synthetic Data Fadi Boutros Marcel Klemt Meiling Fang Arjan Kuijper Naser Damer CVBM 72 33 0 14 Nov 2022
Information-guided pixel augmentation for pixel-wise contrastive learning Quan Quan Qingsong Yao Jun Li S.Kevin Zhou SSL 82 5 0 14 Nov 2022
SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation Yi Wang Nassim Ait Ali Braham Zhitong Xiong Chenying Liu C. Albrecht Xiao Xiang Zhu 103 73 0 13 Nov 2022
Masked Contrastive Representation Learning Yuan Yao Nandakishor Desai M. Palaniswami SSL 158 8 0 11 Nov 2022
Federated Unsupervised Visual Representation Learning via Exploiting General Content and Personal Style Yue Yang Jingwei Sun Ang Li H. Li Yiran Chen OOD 131 0 0 11 Nov 2022
Clinical Contrastive Learning for Biomarker Detection Kiran Kokilepersaud Mohit Prabhushankar Ghassan AlRegib 49 4 0 09 Nov 2022
The Best of Both Worlds: a Framework for Combining Degradation Prediction with High Performance Super-Resolution Networks Matthew Aquilina Keith George Ciantar Christian Galea K. Camilleri R. Farrugia J. Abela 88 0 0 09 Nov 2022
Astronomia ex machina: a history, primer, and outlook on neural networks in astronomy Michael J. Smith James E. Geach 76 36 0 07 Nov 2022
Distilling Representations from GAN Generator via Squeeze and Span Yu Yang Xiaotian Cheng Chang-rui Liu Hakan Bilen Xiang Ji GAN 103 0 0 06 Nov 2022
Local Manifold Augmentation for Multiview Semantic Consistency Yu Yang Wing Yin Cheung Chang-rui Liu Xiang Ji 85 1 0 05 Nov 2022
Unsupervised Visual Representation Learning via Mutual Information Regularized Assignment Dong Lee Sung-Ik Choi Hyunwoo J. Kim Sae-Young Chung SSL 101 7 0 04 Nov 2022
Scaling Multimodal Pre-Training via Cross-Modality Gradient Harmonization Junru Wu Yi Liang Feng Han Hassan Akbari Zhangyang Wang Cong Yu 77 10 0 03 Nov 2022
Beyond Instance Discrimination: Relation-aware Contrastive Self-supervised Learning Yifei Zhang Chang-rui Liu Yu Zhou Weiping Wang QiXiang Ye Xiangyang Ji SSL ISeg BDL 88 7 0 02 Nov 2022
Unsupervised Deraining: Where Asymmetric Contrastive Learning Meets Self-similarity Yi Chang Yun Guo Yuntong Ye C. Yu Lin Zhu Xile Zhao Luxin Yan Yonghong Tian SSL 83 17 0 02 Nov 2022
Pixel-Wise Contrastive Distillation Junqiang Huang Zichao Guo 152 4 0 01 Nov 2022
DUEL: Adaptive Duplicate Elimination on Working Memory for Self-Supervised Learning Won-Seok Choi Dong-Sig Han Hyun-Dong Lee Junseok Park Byoung-Tak Zhang 65 1 0 31 Oct 2022
DyG2Vec: Efficient Representation Learning for Dynamic Graphs Mohammad Ali Alomrani Mahdi Biparva Yingxue Zhang Mark Coates AI4TS 81 3 0 30 Oct 2022
SL3D: Self-supervised-Self-labeled 3D Recognition Fernando Julio Cendra Lan Ma Jiajun Shen Xiaojuan Qi 3DPC 99 3 0 30 Oct 2022
Image-free Domain Generalization via CLIP for 3D Hand Pose Estimation Seongyeong Lee Han-Ju Park Dong Uk Kim Jihyeon Kim Muhammadjon Boboev Seungryul Baek 3DH 135 6 0 30 Oct 2022
Saliency Can Be All You Need In Contrastive Self-Supervised Learning Veysel Kocaman O. M. Shir Thomas Bäck A. Belbachir 65 1 0 30 Oct 2022
Rare Wildlife Recognition with Self-Supervised Representation Learning Xiaochen Zheng SSL 39 2 0 29 Oct 2022
Dictionary-Assisted Supervised Contrastive Learning Patrick Y. Wu Richard Bonneau Joshua A. Tucker Jonathan Nagler CLIP 70 0 0 27 Oct 2022
Decoupled Mixup for Generalized Visual Recognition Haozhe Liu Wentian Zhang Jinheng Xie Haoqian Wu Bing Li Ziqi Zhang Yuexiang Li Yawen Huang Guohao Li Yefeng Zheng 99 1 0 26 Oct 2022
CLIP-FLow: Contrastive Learning by semi-supervised Iterative Pseudo labeling for Optical Flow Estimation Zhiqi Zhang Nitin Bansal Changjiang Cai Pan Ji Qingan Yan Xiangyu Xu Yi Tian Xu 104 5 0 25 Oct 2022
From Points to Functions: Infinite-dimensional Representations in Diffusion Models Sarthak Mittal Guillaume Lajoie Stefan Bauer Arash Mehrjou DiffM 93 30 0 25 Oct 2022
Contrastive Representation Learning for Gaze Estimation Swati Jindal Roberto Manduchi 71 13 0 24 Oct 2022
Deep Model Reassembly Xingyi Yang Zhou Daquan Songhua Liu Jingwen Ye Xinchao Wang MoMe 105 129 0 24 Oct 2022
Foreground Guidance and Multi-Layer Feature Fusion for Unsupervised Object Discovery with Transformers Zhiwei Lin Ze Yang Yongtao Wang ViT 85 2 0 24 Oct 2022
Non-Contrastive Learning-based Behavioural Biometrics for Smart IoT Devices Oshan Jayawardena Fariza Rashid Suranga Seneviratne 54 1 0 24 Oct 2022
Global Contrastive Batch Sampling via Optimization on Sample Permutations Vin Sachidananda Ziyi Yang Chenguang Zhu 72 6 0 23 Oct 2022
Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification Junfei Xiao Yutong Bai Alan Yuille Zongwei Zhou MedIm ViT 84 62 0 23 Oct 2022
Adversarial Pretraining of Self-Supervised Deep Networks: Past, Present and Future Guo-Jun Qi M. Shah SSL 78 8 0 23 Oct 2022