MTKD: Multi-Teacher Knowledge Distillation for Image Super-Resolution

MTKD: Multi-Teacher Knowledge Distillation for Image Super-Resolution

15 April 2024

Fan Zhang

David Bull

Papers citing "MTKD: Multi-Teacher Knowledge Distillation for Image Super-Resolution"

17 / 17 papers shown

Title
DMM: Building a Versatile Image Generation Model via Distillation-Based Model Merging Tianhui Song Weixin Feng Shuai Wang X. Li Tiezheng Ge Bo Zheng Limin Wang MoMe 57 0 0 16 Apr 2025
The Tenth NTIRE 2025 Efficient Super-Resolution Challenge Report Bin Ren Hang Guo Lei-huan Sun Z. Wu Radu Timofte ... Dong-Hyeop Son Ui-Jin Choi Tiancheng Shao Y. Zhang Mengcheng Ma SupR 49 7 0 14 Apr 2025
Agglomerating Large Vision Encoders via Distillation for VFSS Segmentation Chengxi Zeng Yuxuan Jiang Fan Zhang A. Gambaruto T. Burghardt MedIm 40 0 0 03 Apr 2025
C2D-ISR: Optimizing Attention-based Image Super-resolution from Continuous to Discrete Scales Yuxuan Jiang Chengxi Zeng Siyue Teng Fan Zhang Xiaoqing Zhu Joel Sole David Bull 51 2 0 17 Mar 2025
Blind Video Super-Resolution based on Implicit Kernels Qiang Zhu Yuxuan Jiang Shuyuan Zhu Fan Zhang David Bull B. Zeng 67 0 0 10 Mar 2025
Learning an Adaptive and View-Invariant Vision Transformer for Real-Time UAV Tracking You Wu Yongxin Li Mengyuan Liu Xucheng Wang Xiangyang Yang Hengzhou Ye Dan Zeng Qijun Zhao Shuiwang Li 65 0 0 28 Dec 2024
HIIF: Hierarchical Encoding based Implicit Image Function for Continuous Super-resolution Yuxuan Jiang Ho Man Kwan Tianhao Peng Ge Gao Fan Zhang Xiaoqing Zhu Joel Sole David Bull SupR 64 4 0 04 Dec 2024
RTSR: A Real-Time Super-Resolution Model for AV1 Compressed Content Yuxuan Jiang Jakub Nawała Chen Feng Fan Zhang Xiaoqing Zhu Joel Sole David Bull SupR 68 1 0 20 Nov 2024
AIM 2024 Challenge on Efficient Video Super-Resolution for AV1 Compressed Content Marcos V Conde Zhijun Lei Wen Li Christos Bampis Ioannis Katsavounidis Radu Timofte SupR 41 8 0 25 Sep 2024
Compressing Deep Image Super-resolution Models Yuxuan Jiang Jakub Nawala Fan Zhang David Bull 34 1 0 31 Dec 2023
Distill or Annotate? Cost-Efficient Fine-Tuning of Compact Models Junmo Kang Wei-ping Xu Alan Ritter 33 15 0 02 May 2023
Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration Marcos V. Conde Ui-Jin Choi Maxime Burchi Radu Timofte ViT 46 130 0 22 Sep 2022
Revisiting RCAN: Improved Training for Image Super-Resolution Zudi Lin Prateek Garg Atmadeep Banerjee Salma Abdel Magid Deqing Sun Yulun Zhang Luc Van Gool D. Wei Hanspeter Pfister SupR 45 56 0 27 Jan 2022
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 239 2,554 0 04 May 2021
Distilling Knowledge via Knowledge Review Pengguang Chen Shu-Lin Liu Hengshuang Zhao Jiaya Jia 147 416 0 19 Apr 2021
Knowledge Distillation by On-the-Fly Native Ensemble Xu Lan Xiatian Zhu S. Gong 187 472 0 12 Jun 2018
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 183 5,138 0 16 Sep 2016