Exponential Moving Average Normalization for Self-supervised and Semi-supervised Learning

21 January 2021

Papers citing "Exponential Moving Average Normalization for Self-supervised and Semi-supervised Learning"

50 / 70 papers shown

Title
CoA: Towards Real Image Dehazing via Compression-and-Adaptation Long Ma Yuxin Feng Y. Zhang Jinyuan Liu Weimin Wang Guang-Yong Chen Chengpei Xu Zhuo Su 30 0 0 08 Apr 2025
Achieving More with Less: Additive Prompt Tuning for Rehearsal-Free Class-Incremental Learning Haoran Chen Ping Wang Zihan Zhou X. Zhang Zuxuan Wu Yu Jiang CLL 55 0 0 11 Mar 2025
3D Point Cloud Generation via Autoregressive Up-sampling Ziqiao Meng Qichao Wang Zhipeng Zhou Irwin King Peilin Zhao 3DPC 59 0 0 11 Mar 2025
DALI: Domain Adaptive LiDAR Object Detection via Distribution-level and Instance-level Pseudo Label Denoising Xiaohu Lu H. Radha 75 0 0 11 Dec 2024
Exponential Moving Average of Weights in Deep Learning: Dynamics and Benefits Daniel Morales-Brotons Thijs Vogels Hadrien Hendrikx 121 17 0 27 Nov 2024
Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery Haonan Lin Wenbin An Jiahao Wang Yan Chen Feng Tian Mengmeng Wang Guang Dai Qianying Wang Jingdong Wang 34 2 0 29 Sep 2024
Learning Quantized Adaptive Conditions for Diffusion Models Yuchen Liang Yuchuan Tian Lei Yu Huao Tang Jie Hu Xiangzhong Fang Hanting Chen DiffM 32 0 0 26 Sep 2024
Computer Audition: From Task-Specific Machine Learning to Foundation Models Andreas Triantafyllopoulos Iosif Tsangko Alexander Gebhard A. Mesaros Tuomas Virtanen Björn Schuller 39 4 0 22 Jul 2024
MS2SL: Multimodal Spoken Data-Driven Continuous Sign Language Production Jian Ma Wenguan Wang Yi Yang Feng Zheng 45 1 0 04 Jul 2024
MaskMatch: Boosting Semi-Supervised Learning Through Mask Autoencoder-Driven Feature Learning Wenjin Zhang Keyi Li Sen Yang Chenyang Gao Wanzhao Yang Sifan Yuan I. Marsic 28 1 0 10 May 2024
Feature Alignment: Rethinking Efficient Active Learning via Proxy in the Context of Pre-trained Models Ziting Wen Oscar Pizarro Stefan B. Williams 23 0 0 02 Mar 2024
Training Neural Networks from Scratch with Parallel Low-Rank Adapters Minyoung Huh Brian Cheung Jeremy Bernstein Phillip Isola Pulkit Agrawal 29 10 0 26 Feb 2024
Referee Can Play: An Alternative Approach to Conditional Generation via Model Inversion Xuantong Liu Tianyang Hu Wenjia Wang Kenji Kawaguchi Yuan Yao DiffM 70 3 0 26 Feb 2024
FedADMM-InSa: An Inexact and Self-Adaptive ADMM for Federated Learning Yongcun Song Ziqi Wang Enrique Zuazua FedML 30 2 0 21 Feb 2024
Merging Vision Transformers from Different Tasks and Domains Peng Ye Chenyu Huang Mingzhu Shen Tao Chen Yongqi Huang Yuning Zhang Wanli Ouyang MoMe 10 11 0 25 Dec 2023
Debiased Learning for Remote Sensing Data Chun-Hsiao Yeh Xudong Wang Stella X. Yu Charles Hill Zackery Steck Scott Kangas Aaron A. Reite 15 0 0 24 Dec 2023
SequenceMatch: Revisiting the design of weak-strong augmentations for Semi-supervised learning Khanh-Binh Nguyen 16 3 0 24 Oct 2023
Debiasing, calibrating, and improving Semi-supervised Learning performance via simple Ensemble Projector Khanh-Binh Nguyen 25 2 0 24 Oct 2023
Strong-Weak Integrated Semi-supervision for Unsupervised Single and Multi Target Domain Adaptation Xiaohu Lu H. Radha 18 0 0 12 Sep 2023
CS-Mixer: A Cross-Scale Vision MLP Model with Spatial-Channel Mixing Jianwei Cui David A. Araujo Suman Saha Md Faisal Kabir BDL 36 0 0 25 Aug 2023
Boosting Semi-Supervised Learning by bridging high and low-confidence predictions Khanh-Binh Nguyen Joon-Sung Yang 22 7 0 15 Aug 2023
Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning Lihe Yang Zhen Zhao Lei Qi Yu Qiao Yinghuan Shi Hengshuang Zhao 19 15 0 13 Aug 2023
SimMatchV2: Semi-Supervised Learning with Graph Consistency Mingkai Zheng Shan You Lang Huang Chen Luo Fei Wang Chao Qian Chang Xu SSL 21 7 0 13 Aug 2023
Semi-supervised learning made simple with self-supervised clustering Enrico Fini Pietro Astolfi Alahari Karteek Xavier Alameda-Pineda Julien Mairal Moin Nabi Elisa Ricci SSL 34 24 0 13 Jun 2023
Bytes Are All You Need: Transformers Operating Directly On File Bytes Maxwell Horton Sachin Mehta Ali Farhadi Mohammad Rastegari VLM 12 6 0 31 May 2023
Epistemic Graph: A Plug-And-Play Module For Hybrid Representation Learning Jin Yuan Yang Zhang Yangzhou Du Zhongchao Shi Xin Geng Jianping Fan Yong Rui 21 0 0 30 May 2023
Transfer Learning for Fine-grained Classification Using Semi-supervised Learning and Visual Transformers Manuel Lagunas Brayan Impata Victor Martinez Virginia Fernandez Christos Georgakis Sofia Braun Felipe Bertrand ViT 17 8 0 17 May 2023
ZipIt! Merging Models from Different Tasks without Training George Stoica Daniel Bolya J. Bjorner Pratik Ramesh Taylor N. Hearn Judy Hoffman VLM MoMe 44 109 0 04 May 2023
CiPR: An Efficient Framework with Cross-instance Positive Relations for Generalized Category Discovery Shaozhe Hao Kai Han Kwan-Yee Kenneth Wong 34 16 0 14 Apr 2023
Pushing the Envelope for Depth-Based Semi-Supervised 3D Hand Pose Estimation with Consistency Training Mohammad Rezaei Farnaz Farahanipad Alex Dillhoff V. Athitsos 3DH 24 2 0 27 Mar 2023
Exploiting Unlabelled Photos for Stronger Fine-Grained SBIR Aneeshan Sain A. Bhunia Subhadeep Koley Pinaki Nath Chowdhury Soumitri Chattopadhyay Tao Xiang Yi-Zhe Song 20 18 0 24 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 23 2 0 23 Mar 2023
ProtoCon: Pseudo-label Refinement via Online Clustering and Prototypical Consistency for Efficient Semi-supervised Learning Islam Nassar Munawar Hayat Ehsan Abbasnejad Hamid Rezatofighi Gholamreza Haffari 26 17 0 22 Mar 2023
A New Benchmark: On the Utility of Synthetic Data with Blender for Bare Supervised Learning and Downstream Domain Adaptation Hui Tang K. Jia OOD 26 13 0 16 Mar 2023
Active Semi-Supervised Learning by Exploring Per-Sample Uncertainty and Consistency Jae-Kwang Lim Jongkeun Na Nojun Kwak 34 1 0 15 Mar 2023
Diffusion Models and Semi-Supervised Learners Benefit Mutually with Few Labels Zebin You Yong Zhong Fan Bao Jiacheng Sun Chongxuan Li Jun Zhu DiffM VLM 201 36 0 21 Feb 2023
BRAIxDet: Learning to Detect Malignant Breast Lesion with Incomplete Annotations Yuanhong Chen Yuyuan Liu Chong Wang M. Elliott C. Kwok ... Yu Tian Fengbei Liu Helen Frazer Davis J. McCarthy Gustavo Carneiro 18 1 0 31 Jan 2023
SemPPL: Predicting pseudo-labels for better contrastive representations Matko Bovsnjak Pierre Harvey Richemond Nenad Tomašev Florian Strub Jacob Walker Felix Hill Lars Buesing Razvan Pascanu Charles Blundell Jovana Mitrović SSL VLM 38 9 0 12 Jan 2023
Robust Domain Adaptive Object Detection with Unified Multi-Granularity Alignment Libo Zhang Wenzhang Zhou Heng Fan Tiejian Luo Haibin Ling ObjD 19 12 0 01 Jan 2023
A soft nearest-neighbor framework for continual semi-supervised learning Zhiqi Kang Enrico Fini Moin Nabi Elisa Ricci Alahari Karteek SSL BDL CLL 14 17 0 09 Dec 2022
DA-CIL: Towards Domain Adaptive Class-Incremental 3D Object Detection Ziyuan Zhao Ming Xu Peisheng Qian R. Pahwa Richard Chang 3DPC CLL 26 8 0 05 Dec 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-Dong Yoo SSL 41 6 0 17 Nov 2022
Dense FixMatch: a simple semi-supervised learning method for pixel-wise prediction tasks Miquel Martí i Rabadán Alessandro Pieropan Hossein Azizpour A. Maki 11 3 0 18 Oct 2022
MaxMatch: Semi-Supervised Learning with Worst-Case Consistency Yangbangyan Jiang Xiaodan Li Xiaodan Li YueFeng Chen Yuan He Qianqian Xu Zhiyong Yang Xiaochun Cao Qingming Huang 9 18 0 26 Sep 2022
On the Pros and Cons of Momentum Encoder in Self-Supervised Visual Representation Learning T. Pham Chaoning Zhang Axi Niu Kang Zhang Chang-Dong Yoo 31 11 0 11 Aug 2022
Semi-supervised Vision Transformers at Scale Zhaowei Cai Avinash Ravichandran Paolo Favaro Manchen Wang Davide Modolo Rahul Bhotika Z. Tu Stefano Soatto ViT 11 55 0 11 Aug 2022
Label-Free Synthetic Pretraining of Object Detectors Hei Law Jia Deng 17 4 0 08 Aug 2022
Autoregressive 3D Shape Generation via Canonical Mapping A. Cheng Xueting Li Sifei Liu Min Sun Ming Yang 3DPC 39 39 0 05 Apr 2022
On the Importance of Asymmetry for Siamese Representation Learning Xiao Wang Haoqi Fan Yuandong Tian Daisuke Kihara Xinlei Chen SSL 19 51 0 01 Apr 2022
Omni-DETR: Omni-Supervised Object Detection with Transformers Pei Wang Zhaowei Cai Hao Yang Gurumurthy Swaminathan Nuno Vasconcelos Bernt Schiele Stefano Soatto 24 40 0 30 Mar 2022