Customizing Student Networks From Heterogeneous Teachers via Adaptive
Knowledge Amalgamation

Customizing Student Networks From Heterogeneous Teachers via Adaptive Knowledge Amalgamation

20 August 2019

ArXiv (abs)PDF HTML

Papers citing "Customizing Student Networks From Heterogeneous Teachers via Adaptive Knowledge Amalgamation"

14 / 14 papers shown

Title
Swiss Army Knife: Synergizing Biases in Knowledge from Vision Foundation Models for Multi-Task Learning Yuxiang Lu Shengcao Cao Yu-Xiong Wang 124 1 0 18 Oct 2024
Aligning in a Compact Space: Contrastive Knowledge Distillation between Heterogeneous Architectures Hongjun Wu Li Xiao Xingkuo Zhang Yining Miao 105 1 0 28 May 2024
Generative Model-based Feature Knowledge Distillation for Action Recognition Guiqin Wang Peng Zhao Yanjiang Shi Cong Zhao Shusen Yang VLM 72 3 0 14 Dec 2023
Fantastic Gains and Where to Find Them: On the Existence and Prospect of General Knowledge Transfer between Any Pretrained Model Karsten Roth Lukas Thede Almut Sophia Koepke Oriol Vinyals Olivier J. Hénaff Zeynep Akata AAML 119 13 0 26 Oct 2023
Categories of Response-Based, Feature-Based, and Relation-Based Knowledge Distillation Chuanguang Yang Xinqiang Yu Zhulin An Yongjun Xu VLM OffRL 191 26 0 19 Jun 2023
Label driven Knowledge Distillation for Federated Learning with non-IID Data Minh-Duong Nguyen Quoc-Viet Pham D. Hoang Long Tran-Thanh Diep N. Nguyen Won Joo Hwang 78 2 0 29 Sep 2022
Mosaicking to Distill: Knowledge Distillation from Out-of-Domain Data Gongfan Fang Yifan Bao Mingli Song Xinchao Wang Don Xie Chengchao Shen Xiuming Zhang 97 44 0 27 Oct 2021
Meta-Aggregator: Learning to Aggregate for 1-bit Graph Neural Networks Yongcheng Jing Yiding Yang Xinchao Wang Xiuming Zhang Dacheng Tao 114 42 0 27 Sep 2021
Training Generative Adversarial Networks in One Stage Chengchao Shen Youtan Yin Xinchao Wang Xubin Li Mingli Song Xiuming Zhang GAN 111 13 0 28 Feb 2021
Collaborative Teacher-Student Learning via Multiple Knowledge Transfer Liyuan Sun Jianping Gou Baosheng Yu Lan Du Dacheng Tao 67 12 0 21 Jan 2021
Progressive Network Grafting for Few-Shot Knowledge Distillation Chengchao Shen Xinchao Wang Youtan Yin Mingli Song Sihui Luo Xiuming Zhang 71 49 0 09 Dec 2020
Knowledge Distillation: A Survey Jianping Gou B. Yu Stephen J. Maybank Dacheng Tao VLM 291 3,026 0 09 Jun 2020
Distilling Knowledge from Graph Convolutional Networks Yiding Yang Jiayan Qiu Xiuming Zhang Dacheng Tao Xinchao Wang 239 233 0 23 Mar 2020
Data-Free Adversarial Distillation Gongfan Fang Mingli Song Chengchao Shen Xinchao Wang Da Chen Xiuming Zhang 78 148 0 23 Dec 2019