Self-training with Noisy Student improves ImageNet classification

11 November 2019

Papers citing "Self-training with Noisy Student improves ImageNet classification"

50 / 412 papers shown

Title
Masked Imitation Learning: Discovering Environment-Invariant Modalities in Multimodal Demonstrations Yilun Hao Ruinan Wang Zhangjie Cao Zihan Wang Yuchen Cui Dorsa Sadigh 29 2 0 16 Sep 2022
MIPI 2022 Challenge on Under-Display Camera Image Restoration: Methods and Results Ruicheng Feng Chongyi Li Shangchen Zhou W. Sun Qingpeng Zhu Jun Jiang Qingyu Yang Chen Change Loy Jinwei Gu 32 20 0 15 Sep 2022
Learning from Future: A Novel Self-Training Framework for Semantic Segmentation Ye Du Yujun Shen Haochen Wang Jingjing Fei Wei Li Liwei Wu Rui Zhao Zehua Fu Qingjie Liu 42 29 0 15 Sep 2022
Semi-Supervised Semantic Segmentation with Cross Teacher Training Hui Xiao Li Dong Kangkang Song Hao Xu Shuibo Fu Diqun Yan Chengbin Peng 22 26 0 03 Sep 2022
Semi-supervised Semantic Segmentation with Mutual Knowledge Distillation Jianlong Yuan Jinchao Ge Zhibin Wang Yifan Liu 10 17 0 24 Aug 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey Yanbei Chen Massimiliano Mancini Xiatian Zhu Zeynep Akata 33 113 0 24 Aug 2022
Tunable Hybrid Proposal Networks for the Open World Matthew J. Inkawhich Nathan Inkawhich H. Li Yiran Chen 19 2 0 23 Aug 2022
Multi-Granularity Distillation Scheme Towards Lightweight Semi-Supervised Semantic Segmentation Jie Qin Jie Wu Ming Li Xu Xiao Min Zheng Xingang Wang 25 6 0 22 Aug 2022
Pseudo-Labels Are All You Need Bogdan Kostić Mathis Lucka Julian Risch 11 2 0 19 Aug 2022
Domestic sound event detection by shift consistency mean-teacher training and adversarial domain adaptation Fangzhou Chen Kuan-Dar Chen Yi-Wen Liu 21 1 0 17 Aug 2022
Automatically Discovering Novel Visual Categories with Self-supervised Prototype Learning Lu Zhang Lu Qi Xu Yang Hong Qiao Ming Yang Zhiyong Liu SSL 22 3 0 01 Aug 2022
ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval Nicola Messina Matteo Stefanini Marcella Cornia Lorenzo Baraldi Fabrizio Falchi Giuseppe Amato Rita Cucchiara VLM 11 21 0 29 Jul 2022
Imbalanced Semi-supervised Learning with Bias Adaptive Classifier Renzhen Wang Xixi Jia Quanziang Wang Yichen Wu Deyu Meng 18 16 0 28 Jul 2022
Robust Scene Inference under Noise-Blur Dual Corruptions Bhavya Goyal Jean-François Lalonde Yin Li Mohit Gupta NoLa 16 1 0 24 Jul 2022
Assaying Out-Of-Distribution Generalization in Transfer Learning F. Wenzel Andrea Dittadi Peter V. Gehler Carl-Johann Simon-Gabriel Max Horn ... Chris Russell Thomas Brox Bernt Schiele Bernhard Schölkopf Francesco Locatello OOD OODD AAML 49 71 0 19 Jul 2022
On the Strong Correlation Between Model Invariance and Generalization Weijian Deng Stephen Gould Liang Zheng OOD 26 16 0 14 Jul 2022
Rich Feature Distillation with Feature Affinity Module for Efficient Image Dehazing S. J. Anushri Suresh Nisha J.S. V. Gopi VLM 21 6 0 13 Jul 2022
Modality-Aware Contrastive Instance Learning with Self-Distillation for Weakly-Supervised Audio-Visual Violence Detection Jiashuo Yu Jin-Yuan Liu Ying Cheng Rui Feng Yuejie Zhang 14 34 0 12 Jul 2022
Unsupervised Semantic Segmentation with Self-supervised Object-centric Representations Andrii Zadaianchuk Matthaeus Kleindessner Yi Zhu Francesco Locatello Thomas Brox 22 49 0 11 Jul 2022
Test-Time Adaptation via Self-Training with Nearest Neighbor Information M-U Jang Sae-Young Chung Hye Won Chung OOD TTA 33 56 0 08 Jul 2022
Semi-supervised Human Pose Estimation in Art-historical Images Matthias Springstein Stefanie Schneider C. Althaus Ralph Ewerth 3DH 13 14 0 06 Jul 2022
Predicting is not Understanding: Recognizing and Addressing Underspecification in Machine Learning Damien Teney Maxime Peyrard Ehsan Abbasnejad 25 29 0 06 Jul 2022
Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection Hongyu Zhou Zheng Ge Songtao Liu Weixin Mao Zeming Li Haiyan Yu Jian‐Yuan Sun 13 87 0 06 Jul 2022
On Non-Random Missing Labels in Semi-Supervised Learning Xinting Hu Yulei Niu C. Miao Xiansheng Hua Hanwang Zhang 29 17 0 29 Jun 2022
Teach me how to Interpolate a Myriad of Embeddings Shashanka Venkataramanan Ewa Kijak Laurent Amsaleg Yannis Avrithis 26 2 0 29 Jun 2022
Bootstrapped Transformer for Offline Reinforcement Learning Kerong Wang Hanye Zhao Xufang Luo Kan Ren Weinan Zhang Dongsheng Li OffRL 16 37 0 17 Jun 2022
Censer: Curriculum Semi-supervised Learning for Speech Recognition Based on Self-supervised Pre-training Bowen Zhang Songjun Cao Xiaoming Zhang Yike Zhang Long Ma T. Shinozaki SSL 15 4 0 16 Jun 2022
Queried Unlabeled Data Improves and Robustifies Class-Incremental Learning Tianlong Chen Sijia Liu Shiyu Chang Lisa Amini Zhangyang Wang CLL 21 4 0 15 Jun 2022
A Meta-Analysis of Distributionally-Robust Models Ben Feuer Ameya Joshi C. Hegde OOD VLM 30 3 0 15 Jun 2022
Differentiable Top-k Classification Learning Felix Petersen Hilde Kuehne Christian Borgelt Oliver Deussen 49 28 0 15 Jun 2022
Crowd Localization from Gaussian Mixture Scoped Knowledge and Scoped Teacher Juncheng Wang Junyuan Gao Yuan. Yuan Qi. Wang 25 16 0 12 Jun 2022
Nominal Metaphor Generation with Multitask Learning Yucheng Li Chenghua Lin Frank Guerin 15 13 0 10 Jun 2022
Which models are innately best at uncertainty estimation? Ido Galil Mohammed Dabbah Ran El-Yaniv UQCV 24 5 0 05 Jun 2022
Dog nose print matching with dual global descriptor based on Contrastive Learning Bin Li Zhong Wang Nan Wu Shuai Shi Qijun Ma SSL 13 4 0 01 Jun 2022
From Keypoints to Object Landmarks via Self-Training Correspondence: A novel approach to Unsupervised Landmark Discovery Dimitrios Mallis Enrique Sanchez Matt Bell Georgios Tzimiropoulos SSL 3DPC 30 6 0 31 May 2022
Learning ReLU networks to high uniform accuracy is intractable Julius Berner Philipp Grohs F. Voigtlaender 32 4 0 26 May 2022
The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training Gi-Cheon Kang Sungdong Kim Jin-Hwa Kim Donghyun Kwak Byoung-Tak Zhang 19 10 0 25 May 2022
Learning Action Conditions from Instructional Manuals for Instruction Understanding Te-Lin Wu Caiqi Zhang Qingyuan Hu Alexander Spangher Nanyun Peng 17 4 0 25 May 2022
Hierarchical Vectorization for Portrait Images Qian Fu Linlin Liu Fei Hou Ying He 3DH DiffM 19 0 0 24 May 2022
Semi-Supervised Clustering of Sparse Graphs: Crossing the Information-Theoretic Threshold Jun Sheng Thomas Strohmer 25 0 0 24 May 2022
Masterful: A Training Platform for Computer Vision Models S. Wookey Yaoshiang Ho Thomas D. Rikert Juan David Gil Lopez Juan Manuel Munoz Beancur ... Ray Tawil Aaron Sabin Jack Lynch Travis Harper Nikhil Gajendrakumar VLM 18 1 0 21 May 2022
CLCNet: Rethinking of Ensemble Modeling with Classification Confidence Network Yaodong Yu S. Horng 10 0 0 19 May 2022
Sparse Visual Counterfactual Explanations in Image Space Valentyn Boreiko Maximilian Augustin Francesco Croce Philipp Berens Matthias Hein BDL CML 25 26 0 16 May 2022
Voxel-wise Adversarial Semi-supervised Learning for Medical Image Segmentation Chae-Eun Lee H. Park Y. Shin Minyoung Chung 32 8 0 14 May 2022
Multi-Class 3D Object Detection with Single-Class Supervision Mao Ye Chenxi Liu Maoqing Yao Weiyue Wang Zhaoqi Leng C. Qi Drago Anguelov 3DPC 30 1 0 11 May 2022
Prompt Consistency for Zero-Shot Task Generalization Chunting Zhou Junxian He Xuezhe Ma Taylor Berg-Kirkpatrick Graham Neubig VLM 6 74 0 29 Apr 2022
CLIP-Art: Contrastive Pre-training for Fine-Grained Art Classification Marcos V. Conde Kerem Turgutlu CLIP VLM 28 94 0 29 Apr 2022
Conformer and Blind Noisy Students for Improved Image Quality Assessment Marcos V. Conde Maxime Burchi Radu Timofte DiffM 38 14 0 27 Apr 2022
Fast AdvProp Jieru Mei Yucheng Han Yutong Bai Yixiao Zhang Yingwei Li Xianhang Li Alan Yuille Cihang Xie AAML 24 8 0 21 Apr 2022
Sim-to-Real 6D Object Pose Estimation via Iterative Self-training for Robotic Bin Picking Kai-xiang Chen Ruizhi Cao Stephen James Yichuan Li Yunhui Liu Pieter Abbeel Qi Dou 3DPC 30 26 0 14 Apr 2022