Improved Baselines with Momentum Contrastive Learning

9 March 2020

Papers citing "Improved Baselines with Momentum Contrastive Learning"

50 / 2,109 papers shown

Title
Re-IQA: Unsupervised Learning for Image Quality Assessment in the Wild Avinab Saha Sandeep Mishra A. Bovik 110 84 0 02 Apr 2023
Learning with Fantasy: Semantic-Aware Virtual Contrastive Constraint for Few-Shot Class-Incremental Learning Zeyin Song Yifan Zhao Yujun Shi Peixi Peng Liuliang Yuan Yonghong Tian CLL 80 65 0 02 Apr 2023
HaLP: Hallucinating Latent Positives for Skeleton-based Self-Supervised Learning of Actions Anshul B. Shah A. Roy Ketul Shah Shlok Kumar Mishra David W. Jacobs A. Cherian Ramalingam Chellappa SSL 79 29 0 01 Apr 2023
Mask Hierarchical Features For Self-Supervised Learning Fenggang Liu Yangguang Li Feng Liang Jilan Xu Bin Huang Jing Shao 43 0 0 01 Apr 2023
Siamese DETR Ze-Sen Chen Gengshi Huang Wei Li Jianing Teng Kun Wang Jing Shao Chen Change Loy Lu Sheng ViT 87 9 0 31 Mar 2023
INoD: Injected Noise Discriminator for Self-Supervised Representation Learning in Agricultural Fields Julia Hindel Nikhil Gosala Kevin Bregler Abhinav Valada 57 7 0 31 Mar 2023
Beyond Appearance: a Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks Weihua Chen Xianzhe Xu Jian Jia Haowen Luo Yaohua Wang F. Wang Rong Jin Xiuyu Sun SSL 93 100 0 30 Mar 2023
Removing supervision in semantic segmentation with local-global matching and area balancing Simone Rossetti Nico Sama F. Pirri VLM 92 0 0 30 Mar 2023
Kaizen: Practical Self-supervised Continual Learning with Continual Fine-tuning Chi Ian Tang Lorena Qendro Dimitris Spathis F. Kawsar Cecilia Mascolo Akhil Mathur CLL 70 13 0 30 Mar 2023
A View From Somewhere: Human-Centric Face Representations Jerone T. A. Andrews Przemyslaw K. Joniak Alice Xiang CVBM 78 10 0 30 Mar 2023
Mixed Autoencoder for Self-supervised Visual Representation Learning Kai Chen Zhili Liu Lanqing Hong Hang Xu Zhenguo Li Dit-Yan Yeung SSL 127 45 0 30 Mar 2023
Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning Chongjian Ge Jiangliu Wang Zhan Tong Shoufa Chen Yibing Song Ping Luo SSL 75 28 0 30 Mar 2023
De-coupling and De-positioning Dense Self-supervised Learning Congpei Qiu Tong Zhang Wei Ke Mathieu Salzmann Sabine Süsstrunk 62 3 0 29 Mar 2023
Sketch-an-Anchor: Sub-epoch Fast Model Adaptation for Zero-shot Sketch-based Image Retrieval Leo Sampaio Ferraz Ribeiro M. Ponti 88 2 0 29 Mar 2023
Structured Video-Language Modeling with Temporal Grouping and Spatial Grounding Yuanhao Xiong Long Zhao Boqing Gong Ming-Hsuan Yang Florian Schroff Ting Liu Cho-Jui Hsieh Liangzhe Yuan VLM 81 0 0 28 Mar 2023
Spatiotemporal Self-supervised Learning for Point Clouds in the Wild Yanhao Wu Tong Zhang Wei Ke Sabine Süsstrunk Mathieu Salzmann 3DPC 72 22 0 28 Mar 2023
Contrastive Learning Is Spectral Clustering On Similarity Graph Zhi-Hao Tan Yifan Zhang Jingqin Yang Yang Yuan SSL 145 19 0 27 Mar 2023
Video-Text as Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning Peng Jin Jinfa Huang Pengfei Xiong Shangxuan Tian Chang-rui Liu Xiang Ji Li-ming Yuan Jie Chen 103 59 0 25 Mar 2023
Temperature Schedules for Self-Supervised Contrastive Methods on Long-Tail Data Anna Kukleva Moritz Bohle Bernt Schiele Hilde Kuehne Christian Rupprecht 94 45 0 23 Mar 2023
Detecting Backdoors in Pre-trained Encoders Shiwei Feng Guanhong Tao Shuyang Cheng Guangyu Shen Xiangzhe Xu Yingqi Liu Kaiyuan Zhang Shiqing Ma Xiangyu Zhang 132 55 0 23 Mar 2023
Adaptive Similarity Bootstrapping for Self-Distillation based Representation Learning Tim Lebailly Thomas Stegmüller Behzad Bozorgtabar Jean-Philippe Thiran Tinne Tuytelaars SSL 79 2 0 23 Mar 2023
MV-JAR: Masked Voxel Jigsaw and Reconstruction for LiDAR-Based Self-Supervised Pre-Training Runsen Xu Tai Wang Wenwei Zhang Runjian Chen Jinkun Cao Jiangmiao Pang Dahua Lin 3DPC 98 30 0 23 Mar 2023
A Survey of Historical Learning: Learning Models with Learning History Xiang Li Ge Wu Lingfeng Yang Wenzhe Wang Renjie Song Jian Yang MU AI4TS 103 2 0 23 Mar 2023
Variantional autoencoder with decremental information bottleneck for disentanglement Jiantao Wu Shentong Mo Xiang Yang Muhammad Awais Sara Atito Xingshen Zhang Lin Wang Xiang Yang DRL 61 1 0 22 Mar 2023
Test-time Detection and Repair of Adversarial Samples via Masked Autoencoder Yun-Yun Tsai Ju-Chin Chao Albert Wen Zhaoyuan Yang Chengzhi Mao Tapan Shah Junfeng Yang AAML 68 1 0 22 Mar 2023
Correlational Image Modeling for Self-Supervised Visual Pre-Training Wei Li Jiahao Xie Chen Change Loy SSL 96 12 0 22 Mar 2023
On Domain-Specific Pre-Training for Effective Semantic Perception in Agricultural Robotics Gianmarco Roggiolani Federico Magistri Tiziano Guadagnino J. Weyler Giorgio Grisetti C. Stachniss Jens Behley 60 5 0 22 Mar 2023
Unsupervised Domain Adaptation for Training Event-Based Networks Using Contrastive Learning and Uncorrelated Conditioning Dayuan Jian Mohammad Rostami 90 14 0 22 Mar 2023
Efficient Feature Distillation for Zero-shot Annotation Object Detection Zhuoming Liu Xuefeng Hu Ram Nevatia VLM ObjD 91 1 0 21 Mar 2023
ViC-MAE: Self-Supervised Representation Learning from Images and Video with Contrastive Masked Autoencoders J. Hernandez Ruben Villegas Vicente Ordonez SSL 79 2 0 21 Mar 2023
PRISE: Demystifying Deep Lucas-Kanade with Strongly Star-Convex Constraints for Multimodel Image Alignment Yiqing Zhang Xinming Huang Ziming Zhang 73 4 0 21 Mar 2023
Augment and Criticize: Exploring Informative Samples for Semi-Supervised Monocular 3D Object Detection Zhenyu Li Zhipeng Zhang Heng Fan Yuan He Ke Wang Xianming Liu Junjun Jiang 76 2 0 20 Mar 2023
Understanding the Role of the Projector in Knowledge Distillation Roy Miles K. Mikolajczyk 120 25 0 20 Mar 2023
ContraNeRF: Generalizable Neural Radiance Fields for Synthetic-to-real Novel View Synthesis via Contrastive Learning Hao Yang Lanqing Hong Aoxue Li Tianyang Hu Zhenguo Li G. Lee Liwei Wang 97 15 0 20 Mar 2023
MXM-CLR: A Unified Framework for Contrastive Learning of Multifold Cross-Modal Representations Ye Wang Bo‐Shu Jiang C. Zou Rui Ma 104 5 0 20 Mar 2023
DeAR: Debiasing Vision-Language Models with Additive Residuals Ashish Seth Mayur Hemani Chirag Agarwal VLM 70 56 0 18 Mar 2023
All4One: Symbiotic Neighbour Contrastive Learning via Self-Attention and Redundancy Reduction Imanol G. Estepa Ignacio Sarasúa Bhalaji Nagarajan Petia Radeva SSL 90 9 0 16 Mar 2023
SSL-Cleanse: Trojan Detection and Mitigation in Self-Supervised Learning Mengxin Zheng Jiaqi Xue Zihao Wang Xun Chen Qian Lou Lei Jiang Wenyuan Xu 102 14 0 16 Mar 2023
Self-Supervised Visual Representation Learning on Food Images Andrew Peng Jiangpeng He Fengqing Zhu SSL 89 2 0 16 Mar 2023
Unsupervised Facial Expression Representation Learning with Contrastive Local Warping Fanglei Xue Yifan Sun Yi Yang CVBM 62 6 0 16 Mar 2023
SeqCo-DETR: Sequence Consistency Training for Self-Supervised Object Detection with Transformers Guoqiang Jin Fan Yang Mingshan Sun R. Zhao Yakun Liu Wei Li Tianpeng Bao Liwei Wu Xingyu Zeng Rui Zhao ViT 66 2 0 15 Mar 2023
Nearest-Neighbor Inter-Intra Contrastive Learning from Unlabeled Videos D. Fan De-Yun Yang Xinyu Li Vimal Bhat M. Rohith SSL 61 1 0 13 Mar 2023
ViM: Vision Middleware for Unified Downstream Transferring Yutong Feng Biao Gong Jianwen Jiang Yiliang Lv Yujun Shen Deli Zhao Jingren Zhou 107 1 0 13 Mar 2023
Three Guidelines You Should Know for Universally Slimmable Self-Supervised Learning Yunhao Cao Peiqin Sun Shuchang Zhou 51 4 0 13 Mar 2023
Extending global-local view alignment for self-supervised learning with remote sensing imagery Xinye Wanyan Sachith Seneviratne Shuchang Shen M. Kirley 125 20 0 12 Mar 2023
Improving Masked Autoencoders by Learning Where to Mask Haijia Chen Wendong Zhang Yunbo Wang Xiaokang Yang SSL 70 20 0 12 Mar 2023
HYperbolic Self-Paced Learning for Self-Supervised Skeleton-based Action Representations Luca Franco Paolo Mandica Bharti Munjal Fabio Galasso SSL 3DH 77 37 0 10 Mar 2023
Towards domain-invariant Self-Supervised Learning with Batch Styles Standardization Marin Scalbert Maria Vakalopoulou Florent Couzinié-Devy 106 2 0 10 Mar 2023
MVImgNet: A Large-scale Dataset of Multi-view Images Xianggang Yu Mutian Xu Yidan Zhang Haolin Liu Chongjie Ye ... Zhangyang Xiong Tianyou Liang Guanying Chen Shuguang Cui Xiaoguang Han 3DV 147 171 0 10 Mar 2023
Rethinking Self-Supervised Visual Representation Learning in Pre-training for 3D Human Pose and Shape Estimation Hongsuk Choi Hyeongjin Nam T. Lee Gyeongsik Moon Kyoung Mu Lee 94 7 0 09 Mar 2023