Label Refinery: Improving ImageNet Classification through Label Progression

7 May 2018

Papers citing "Label Refinery: Improving ImageNet Classification through Label Progression"

50 / 113 papers shown

Title
NT-ML: Backdoor Defense via Non-target Label Training and Mutual Learning Wenjie Huo Katinka Wolter AAML 72 0 0 07 Aug 2025
Combined Image Data Augmentations diminish the benefits of Adaptive Label Smoothing Georg Siedel Ekagra Gupta Weijia Shao S. Vock Andrey Morozov 86 0 0 22 Jul 2025
Sketch Down the FLOPs: Towards Efficient Networks for Human SketchComputer Vision and Pattern Recognition (CVPR), 2025 Aneeshan Sain Subhajit Maity Pinaki Nath Chowdhury Subhadeep Koley A. Bhunia Yi-Zhe Song 3DH 216 0 0 29 May 2025
KV Prediction for Improved Time to First Token Maxwell Horton Qingqing Cao Chenfan Sun Yanzi Jin Sachin Mehta Mohammad Rastegari Moin Nabi AI4TS 167 7 0 10 Oct 2024
Exploration of Class Center for Fine-Grained Visual Classification Hang Yao Qiguang Miao Peipei Zhao Chaoneng Li Xin Li Guanwen Feng Ruyi Liu VLM 169 11 0 05 Jul 2024
DistilDoc: Knowledge Distillation for Visually-Rich Document Applications Jordy Van Landeghem Subhajit Maity Ayan Banerjee Matthew Blaschko Marie-Francine Moens Josep Lladós Sanket Biswas 282 3 0 12 Jun 2024
Edge-guided and Class-balanced Active Learning for Semantic Segmentation of Aerial Images Lianlei Shan Weiqiang Wang Ke Lv Bin Luo VLM 255 10 0 28 May 2024
Two-Stage Multi-task Self-Supervised Learning for Medical Image Segmentation Binyan Hu •. A. K. Qin SSL 103 0 0 11 Feb 2024
CPR++: Object Localization via Single Coarse Point Supervision Xuehui Yu Pengfei Chen Kuiran Wang Xumeng Han Guorong Li Zhenjun Han QiXiang Ye Jianbin Jiao 134 4 0 30 Jan 2024
Temporal Knowledge Distillation for Time-Sensitive Financial Services Applications Hongda Shen Eren Kurshan AAML 144 3 0 28 Dec 2023
Expediting Contrastive Language-Image Pretraining via Self-distilled Encoders Bumsoo Kim Jinhyung Kim Yeonsik Jo S. Kim VLM 264 5 0 19 Dec 2023
Dual-Stream Knowledge-Preserving Hashing for Unsupervised Video RetrievalEuropean Conference on Computer Vision (ECCV), 2023 P. Li Hongtao Xie Jiannan Ge Lei Zhang Shaobo Min Yongdong Zhang 134 21 0 12 Oct 2023
Teacher-Student Architecture for Knowledge Distillation: A Survey Chengming Hu Xuan Li Danyang Liu Haolun Wu Xi Chen Ju Wang Xue Liu 228 38 0 08 Aug 2023
Perception and Semantic Aware Regularization for Sequential Confidence CalibrationComputer Vision and Pattern Recognition (CVPR), 2023 Zhenghua Peng Yuanmao Luo Tianshui Chen Keke Xu Shuangping Huang AI4TS 217 3 0 31 May 2023
TaxoKnow: Taxonomy as Prior Knowledge in the Loss Function of Multi-class Classification Mohsen Pourvali Yao Meng Chen Sheng Yangzhou Du 113 0 0 24 May 2023
MSVQ: Self-Supervised Learning with Multiple Sample Views and QueuesKnowledge-Based Systems (KBS), 2023 Chengwei Peng Xianzhong Long Yun Li SSL 200 2 0 09 May 2023
Physical Knowledge Enhanced Deep Neural Network for Sea Surface Temperature PredictionIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 Yuxin Meng Feng Gao Eric Rigall Ran Dong Junyu Dong Q. Du 133 36 0 19 Apr 2023
Mixed-Type Wafer Classification For Low Memory Devices Using Knowledge Distillation Nitish Shukla Anurima Dey K. Srivatsan 171 1 0 24 Mar 2023
Exploiting Unlabelled Photos for Stronger Fine-Grained SBIRComputer Vision and Pattern Recognition (CVPR), 2023 Aneeshan Sain A. Bhunia Subhadeep Koley Pinaki Nath Chowdhury Soumitri Chattopadhyay Tao Xiang Yi-Zhe Song 256 24 0 24 Mar 2023
Knowledge Distillation from Single to Multi Labels: an Empirical Study Youcai Zhang Yuzhuo Qin Heng-Ye Liu Yanhao Zhang Yaqian Li X. Gu VLM 160 2 0 15 Mar 2023
A Scalable and Efficient Iterative Method for Copying Machine Learning ClassifiersJournal of machine learning research (JMLR), 2023 N. Statuto Irene Unceta Jordi Nin O. Pujol 178 0 0 06 Feb 2023
Structured Knowledge Distillation Towards Efficient and Compact Multi-View 3D Detection Linfeng Zhang Yukang Shi Hung-Shuo Tai Zhipeng Zhang Yuan He Ke Wang Kaisheng Ma 208 3 0 14 Nov 2022
Teacher-Student Architecture for Knowledge Learning: A Survey Chengming Hu Xuan Li Dan Liu Xi Chen Ju Wang Xue Liu 242 41 0 28 Oct 2022
Constraining Pseudo-label in Self-training Unsupervised Domain Adaptation with Energy-based ModelInternational Journal of Intelligent Systems (IJIS), 2022 Lingsheng Kong Bo Hu Xiongchang Liu Jun Lu Jane You Xiaofeng Liu 211 13 0 26 Aug 2022
Efficient One Pass Self-distillation with Zipf's Label SmoothingEuropean Conference on Computer Vision (ECCV), 2022 Jiajun Liang Linze Li Z. Bing Borui Zhao Yao Tang Bo Lin Haoqiang Fan 111 23 0 26 Jul 2022
Federated Semi-Supervised Domain Adaptation via Knowledge Transfer Madhureeta Das Xianhao Chen Xiaoyong Yuan Lan Zhang 131 2 0 21 Jul 2022
Is one annotation enough? A data-centric image classification benchmark for noisy and ambiguous label estimationNeural Information Processing Systems (NeurIPS), 2022 Lars Schmarje Vasco Grossmann Claudius Zelenka S. Dippel R. Kiko ... M. Pastell J. Stracke A. Valros N. Volkmann Reinahrd Koch 319 41 0 13 Jul 2022
Complementary Bi-directional Feature Compression for Indoor 360° Semantic Segmentation with Self-distillationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Zishuo Zheng Chunyu Lin Lang Nie K. Liao Zhijie Shen Yao Zhao MDE 138 19 0 06 Jul 2022
Boosting the Adversarial Transferability of Surrogate Models with Dark KnowledgeIEEE International Conference on Tools with Artificial Intelligence (ICTAI), 2022 Dingcheng Yang Zihao Xiao Wenjian Yu AAML 168 12 0 16 Jun 2022
A Survey of Automated Data Augmentation Algorithms for Deep Learning-based Image Classification TasksKnowledge and Information Systems (KAIS), 2022 Z. Yang Richard Sinnott James Bailey Qiuhong Ke 210 55 0 14 Jun 2022
Benign Overfitting in Classification: Provably Counter Label Noise with Larger ModelsInternational Conference on Learning Representations (ICLR), 2022 Kaiyue Wen Jiaye Teng J.N. Zhang NoLa 117 5 0 01 Jun 2022
A General Multiple Data Augmentation Based Framework for Training Deep Neural NetworksIEEE International Joint Conference on Neural Network (IJCNN), 2022 Bin Hu Yu Sun •. A. K. Qin AI4CE 129 0 0 29 May 2022
Generalized Knowledge Distillation via Relationship MatchingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Han-Jia Ye Su Lu De-Chuan Zhan FedML 155 25 0 04 May 2022
Selective Cross-Task Distillation Su Lu Han-Jia Ye De-Chuan Zhan 216 1 0 25 Apr 2022
Object Localization under Single Coarse Point SupervisionComputer Vision and Pattern Recognition (CVPR), 2022 Xuehui Yu Pengfei Chen Di Wu Najmul Hassan Guorong Li Junchi Yan Humphrey Shi QiXiang Ye Zhenjun Han 3DPC 182 34 0 17 Mar 2022
Reducing Flipping Errors in Deep Neural NetworksAAAI Conference on Artificial Intelligence (AAAI), 2022 Xiang Deng Yun Xiao Bo Long Zhongfei Zhang AAML 112 4 0 16 Mar 2022
On the benefits of knowledge distillation for adversarial robustness Javier Maroto Guillermo Ortiz-Jiménez P. Frossard AAML FedML 130 27 0 14 Mar 2022
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference timeInternational Conference on Machine Learning (ICML), 2022 Mitchell Wortsman Gabriel Ilharco S. Gadre Rebecca Roelofs Raphael Gontijo-Lopes ... Hongseok Namkoong Ali Farhadi Y. Carmon Simon Kornblith Ludwig Schmidt MoMe 578 1,251 1 10 Mar 2022
How many Observations are Enough? Knowledge Distillation for Trajectory ForecastingComputer Vision and Pattern Recognition (CVPR), 2022 Alessio Monti Angelo Porrello Simone Calderara Pasquale Coscia Lamberto Ballan Rita Cucchiara 137 68 0 09 Mar 2022
Jointly Learning Knowledge Embedding and Neighborhood Consensus with Relational Knowledge Distillation for Entity Alignment Xinhang Li Yong Zhang Chunxiao Xing 157 6 0 25 Jan 2022
Adaptive Image Inpainting Maitreya Suin Kuldeep Purohit A. N. Rajagopalan 146 0 0 01 Jan 2022
Multi-Modality Distillation via Learning the teacher's modality-level Gram Matrix Peng Liu 123 0 0 21 Dec 2021
Data Efficient Language-supervised Zero-shot Recognition with Optimal Transport Distillation Bichen Wu Rui Cheng Peizhao Zhang Tianren Gao Peter Vajda Joseph E. Gonzalez VLM 242 53 0 17 Dec 2021
Constrained Mean Shift Using Distant Yet Related Neighbors for Representation Learning K. Navaneet Soroush Abbasi Koohpayegani Ajinkya Tejankar Kossar Pourahmadi Akshayvarun Subramanya Hamed Pirsiavash SSL 197 8 0 08 Dec 2021
Sliced Recursive TransformerEuropean Conference on Computer Vision (ECCV), 2021 Zhiqiang Shen Zechun Liu Eric P. Xing ViT 183 27 0 09 Nov 2021
Constrained Mean Shift for Representation Learning Ajinkya Tejankar Soroush Abbasi Koohpayegani Hamed Pirsiavash SSL 136 0 0 19 Oct 2021
Improving Binary Neural Networks through Fully Utilizing Latent Weights Weixiang Xu Qiang Chen Xiangyu He Peisong Wang Jian Cheng MQ 154 6 0 12 Oct 2021
Knowledge Distillation with Noisy Labels for Natural Language Understanding Shivendra Bhardwaj Abbas Ghaddar Ahmad Rashid Khalil Bibi Cheng-huan Li A. Ghodsi Philippe Langlais Mehdi Rezagholizadeh 135 2 0 21 Sep 2021
Text is Text, No Matter What: Unifying Text Recognition using Knowledge DistillationIEEE International Conference on Computer Vision (ICCV), 2021 A. Bhunia Aneeshan Sain Pinaki Nath Chowdhury Yi-Zhe Song 161 31 0 26 Jul 2021
Novel Visual Category Discovery with Dual Ranking Statistics and Mutual Knowledge DistillationNeural Information Processing Systems (NeurIPS), 2021 Bingchen Zhao Kai Han 198 133 0 07 Jul 2021