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Collaborative Learning for Deep Neural Networks

30 May 2018

Papers citing "Collaborative Learning for Deep Neural Networks"

50 / 89 papers shown

Title
Structurally Refined Graph Transformer for Multimodal Recommendation Ke Shi Yan Zhang Miao Zhang Lifan Chen Jiali Yi Kui Xiao Xiaoju Hou Zhifei Li OffRL 48 0 0 01 Nov 2025
Simplifying Knowledge Transfer in Pretrained Models Siddharth Jain Shyamgopal Karthik Vineet Gandhi 53 0 0 25 Oct 2025
Combating Noisy Labels via Dynamic Connection Masking Xinlei Zhang Fan Liu Chuanyi Zhang Fan Cheng Yuhui Zheng NoLa 128 1 0 13 Aug 2025
CognitionNet: A Collaborative Neural Network for Play Style Discovery in Online Skill Gaming PlatformKnowledge Discovery and Data Mining (KDD), 2022 Rukma Talwadker Surajit Chakrabarty Aditya Pareek Tridib Mukherjee Deepak Saini 164 6 0 01 May 2025
Prior-based Objective Inference Mining Potential Uncertainty for Facial Expression Recognition Hanwei Liu Huiling Cai Qingcheng Lin Xuefeng Li Hui Xiao 3DH 186 0 0 20 Nov 2024
Distillation Learning Guided by Image Reconstruction for One-Shot Medical Image Segmentation Feng Zhou Yanjie Zhou Longjie Wang Yun Peng David E. Carlson Liyun Tu 210 2 0 07 Aug 2024
Cooperative Meta-Learning with Gradient AugmentationConference on Uncertainty in Artificial Intelligence (UAI), 2024 Jongyun Shin Seunjin Han Jangho Kim VLM 127 3 0 07 Jun 2024
Recurrent Early Exits for Federated Learning with Heterogeneous ClientsInternational Conference on Machine Learning (ICML), 2024 Royson Lee Javier Fernandez-Marques S. Hu Da Li Stefanos Laskaridis Łukasz Dudziak Timothy M. Hospedales Ferenc Huszár Nicholas D. Lane 142 6 0 23 May 2024
Predictive Mapping of Spectral Signatures from RGB Imagery for Off-Road Terrain Analysis Sarvesh Prajapati Ananya Trivedi Bruce Maxwell T. Padır 105 1 0 08 May 2024
Are EEG Sequences Time Series? EEG Classification with Time Series Models and Joint Subject Training Johannes Burchert Thorben Werner Vijaya Krishna Yalavarthi Diego Coello de Portugal Ilia Koloiarov Lars Schmidt-Thieme 102 1 0 10 Apr 2024
Predictive Churn with the Set of Good Models J. Watson-Daniels Flavio du Pin Calmon Alexander DÁmour Carol Xuan Long David C. Parkes Berk Ustun 205 11 0 12 Feb 2024
Precise Knowledge Transfer via Flow Matching Shitong Shao Zhiqiang Shen Linrui Gong Huanran Chen Xu Dai 157 2 0 03 Feb 2024
Collaboratively Self-supervised Video Representation Learning for Action RecognitionIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2024 Jie Zhang Zhifan Wan Lanqing Hu Stephen Lin Shuzhe Wu Shiguang Shan TTA 264 2 0 15 Jan 2024
Decoupled Knowledge with Ensemble Learning for Online Distillation Baitan Shao Ying Chen 113 0 0 18 Dec 2023
Improving Plasticity in Online Continual Learning via Collaborative LearningComputer Vision and Pattern Recognition (CVPR), 2023 Maorong Wang Nicolas Michel Ling Xiao Toshihiko Yamasaki CLL 171 17 0 01 Dec 2023
Quality-Agnostic Deepfake Detection with Intra-model Collaborative LearningIEEE International Conference on Computer Vision (ICCV), 2023 B. Le Simon S. Woo AAML 128 41 0 12 Sep 2023
A Good Student is Cooperative and Reliable: CNN-Transformer Collaborative Learning for Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Jinjing Zhu Yuan Luo Xueye Zheng Hao Wang Lin Wang 110 41 0 24 Jul 2023
Test-Time Adaptation for Nighttime Color-Thermal Semantic SegmentationIEEE Transactions on Artificial Intelligence (IEEE TAI), 2023 Yexin Liu Weiming Zhang Guoyang Zhao Jinjing Zhu Athanasios V. Vasilakos Lin Wang TTA 129 5 0 10 Jul 2023
Categories of Response-Based, Feature-Based, and Relation-Based Knowledge Distillation Chuanguang Yang Xinqiang Yu Zhulin An Yongjun Xu VLM OffRL 400 32 0 19 Jun 2023
An Analytic End-to-End Deep Learning Algorithm based on Collaborative Learning Sitan Li C. Cheah 131 1 0 26 May 2023
Self-discipline on multiple channels Jiutian Zhao Liangchen Luo Hao Wang 108 0 0 27 Apr 2023
Improving RF-DNA Fingerprinting Performance in an Indoor Multipath Environment Using Semi-Supervised LearningIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023 M. Fadul S. M. I. Donald R. Reising Lakmali Weerasena T. D. Loveless Mina Sartipi 140 18 0 02 Apr 2023
Heterogeneous-Branch Collaborative Learning for Dialogue GenerationAAAI Conference on Artificial Intelligence (AAAI), 2023 Yiwei Li Shaoxiong Feng Bin Sun Kan Li 83 3 0 21 Mar 2023
Latent Class-Conditional Noise ModelIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Jiangchao Yao Bo Han Zhihan Zhou Ya Zhang Ivor W. Tsang NoLa BDL 113 11 0 19 Feb 2023
Co-training $2^L$ Submodels for Visual RecognitionComputer Vision and Pattern Recognition (CVPR), 2022 Hugo Touvron Matthieu Cord Maxime Oquab Piotr Bojanowski Jakob Verbeek Edouard Grave VLM 120 11 0 09 Dec 2022
Federated Learning with Privacy-Preserving Ensemble Attention DistillationIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Xuan Gong Liangchen Song Rishi Vedula Abhishek Sharma Meng Zheng ... Arun Innanje Terrence Chen Junsong Yuan David Doermann Ziyan Wu FedML 125 34 0 16 Oct 2022
Deep Combinatorial AggregationNeural Information Processing Systems (NeurIPS), 2022 Yuesong Shen Zorah Lähner OOD UQCV 85 6 0 12 Oct 2022
Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions Dong Zhang Yi Lin Hao Chen Zhuotao Tian Xin Yang Jinhui Tang Kwang-Ting Cheng VLM 148 15 0 21 Sep 2022
An Investigation of Smart Contract for Collaborative Machine Learning Model Training Sheng Ding Chenhui Hu 100 3 0 12 Sep 2022
Switchable Online Knowledge DistillationEuropean Conference on Computer Vision (ECCV), 2022 Biao Qian Yang Wang Hongzhi Yin Richang Hong Meng Wang 135 41 0 12 Sep 2022
Preserving Privacy in Federated Learning with Ensemble Cross-Domain Knowledge DistillationAAAI Conference on Artificial Intelligence (AAAI), 2022 Xuan Gong Abhishek Sharma Srikrishna Karanam Ziyan Wu Terrence Chen David Doermann Arun Innanje FedML 120 91 0 10 Sep 2022
On the Effects of Different Types of Label Noise in Multi-Label Remote Sensing Image ClassificationIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 Tom Burgert Mahdyar Ravanbakhsh Begüm Demir NoLa 154 23 0 28 Jul 2022
Online Knowledge Distillation via Mutual Contrastive Learning for Visual RecognitionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Chuanguang Yang Zhulin An Helong Zhou Fuzhen Zhuang Yongjun Xu Qian Zhang 198 74 0 23 Jul 2022
Collaborative Learning for Hand and Object Reconstruction with Attention-guided Graph ConvolutionComputer Vision and Pattern Recognition (CVPR), 2022 Tze Ho Elden Tse K. Kim A. Leonardis H. Chang 3DH 193 71 0 27 Apr 2022
Channel Self-Supervision for Online Knowledge Distillation Shixi Fan Xuan Cheng Xiaomin Wang Chun Yang Pan Deng Minghui Liu Jiali Deng Meilin Liu 93 1 0 22 Mar 2022
Overcoming Catastrophic Forgetting beyond Continual Learning: Balanced Training for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Chenze Shao Yang Feng CLL 118 36 0 08 Mar 2022
Consensus Learning from Heterogeneous Objectives for One-Class Collaborative FilteringThe Web Conference (WWW), 2022 SeongKu Kang Dongha Lee Wonbin Kweon Junyoung Hwang Hwanjo Yu 99 14 0 26 Feb 2022
Collaborative Training of Heterogeneous Reinforcement Learning Agents in Environments with Sparse Rewards: What and When to Share? Alain Andres Esther Villar-Rodriguez Javier Del Ser 115 10 0 24 Feb 2022
Encoding Hierarchical Information in Neural Networks helps in Subpopulation ShiftIEEE Transactions on Artificial Intelligence (IEEE TAI), 2021 Amitangshu Mukherjee Isha Garg Kaushik Roy 116 6 0 20 Dec 2021
Mutual Adversarial Training: Learning together is better than going alone Jiang-Long Liu Chun Pong Lau Hossein Souri Soheil Feizi Ramalingam Chellappa OOD AAML 124 26 0 09 Dec 2021
Handwritten Mathematical Expression Recognition via Attention Aggregation based Bi-directional Mutual Learning Xiaohang Bian Bo Qin Xiaozhe Xin Jianwu Li Xuefeng Su Yanfeng Wang 149 63 0 07 Dec 2021
Improved Knowledge Distillation via Adversarial Collaboration Zhiqiang Liu Chengkai Huang Yanxia Liu 99 4 0 29 Nov 2021
A robust approach for deep neural networks in presence of label noise: relabelling and filtering instances during training A. Gómez-Ríos Julián Luengo Francisco Herrera OOD NoLa 114 0 0 08 Sep 2021
Knowledge Distillation Using Hierarchical Self-Supervision Augmented DistributionIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 Chuanguang Yang Zhulin An Linhang Cai Yongjun Xu 176 22 0 07 Sep 2021
Cooperative Learning for Noisy SupervisionIEEE International Conference on Multimedia and Expo (ICME), 2021 Hao Wu Jiangchao Yao Ya Zhang Yanfeng Wang NoLa 65 2 0 11 Aug 2021
I3CL:Intra- and Inter-Instance Collaborative Learning for Arbitrary-shaped Scene Text Detection Bo Du Jian Ye Jing Zhang Juhua Liu Dacheng Tao VLM 142 41 0 03 Aug 2021
Unpaired cross-modality educed distillation (CMEDL) for medical image segmentation Jue Jiang A. Rimner Joseph O. Deasy Harini Veeraraghavan 147 22 0 16 Jul 2021
Revisiting Knowledge Distillation: An Inheritance and Exploration FrameworkComputer Vision and Pattern Recognition (CVPR), 2021 Zhen Huang Xu Shen Jun Xing Tongliang Liu Xinmei Tian Houqiang Li Bing Deng Jianqiang Huang Xiansheng Hua 92 35 0 01 Jul 2021
Collaborative Training of Acoustic Encoders for Speech Recognition Varun K. Nagaraja Yangyang Shi Ganesh Venkatesh Ozlem Kalinli M. Seltzer Vikas Chandra 162 12 0 16 Jun 2021
Intra-Model Collaborative Learning of Neural NetworksIEEE International Joint Conference on Neural Network (IJCNN), 2021 Shijie Fang Tong Lin 48 2 0 20 May 2021