Cross-Image Relational Knowledge Distillation for Semantic Segmentation

14 April 2022

Papers citing "Cross-Image Relational Knowledge Distillation for Semantic Segmentation"

33 / 83 papers shown

Title
Teacher-Student Architecture for Knowledge Distillation: A Survey Chengming Hu Xuan Li Danyang Liu Haolun Wu Xi Chen Ju Wang Xue Liu 21 16 0 08 Aug 2023
AICSD: Adaptive Inter-Class Similarity Distillation for Semantic Segmentation Amir M. Mansourian Rozhan Ahmadi S. Kasaei 41 2 0 08 Aug 2023
NormKD: Normalized Logits for Knowledge Distillation Zhihao Chi Tu Zheng Hengjia Li Zheng Yang Boxi Wu Binbin Lin D. Cai 30 13 0 01 Aug 2023
CLIP-KD: An Empirical Study of CLIP Model Distillation Chuanguang Yang Zhulin An Libo Huang Junyu Bi Xinqiang Yu Hansheng Yang Boyu Diao Yongjun Xu VLM 29 27 0 24 Jul 2023
Deep Transfer Learning for Intelligent Vehicle Perception: a Survey Xinyi Liu Jinlong Li Jin Ma Huiming Sun Zhigang Xu Tianyu Zhang Hongkai Yu 48 22 0 26 Jun 2023
Categories of Response-Based, Feature-Based, and Relation-Based Knowledge Distillation Chuanguang Yang Xinqiang Yu Zhulin An Yongjun Xu VLM OffRL 86 22 0 19 Jun 2023
Team AcieLee: Technical Report for EPIC-SOUNDS Audio-Based Interaction Recognition Challenge 2023 Yuqi Li Yi-Jhen Luo Xiaoshuai Hao Chuanguang Yang Zhulin An Dantong Song Wei Yi 33 0 0 15 Jun 2023
BPKD: Boundary Privileged Knowledge Distillation For Semantic Segmentation Liyang Liu Zihan Wang M. Phan Bowen Zhang Jinchao Ge Yifan Liu 26 9 0 13 Jun 2023
Knowledge Diffusion for Distillation Tao Huang Yuan Zhang Mingkai Zheng Shan You Fei Wang Chao Qian Chang Xu 37 50 0 25 May 2023
NORM: Knowledge Distillation via N-to-One Representation Matching Xiaolong Liu Lujun Li Chao Li Anbang Yao 55 68 0 23 May 2023
MaGIC: Multi-modality Guided Image Completion Yongsheng Yu Hao Wang Tiejian Luo Hengrui Fan Libo Zhang 16 12 0 19 May 2023
Visual Tuning Bruce X. B. Yu Jianlong Chang Haixin Wang Lin Liu Shijie Wang ... Lingxi Xie Haojie Li Zhouchen Lin Qi Tian Chang Wen Chen VLM 46 38 0 10 May 2023
Directional Connectivity-based Segmentation of Medical Images Ziyun Yang Sina Farsiu 30 36 0 31 Mar 2023
KD-DLGAN: Data Limited Image Generation via Knowledge Distillation Kaiwen Cui Yingchen Yu Fangneng Zhan Tianran Ouyang Shijian Lu1 Eric P. Xing VLM 48 19 0 30 Mar 2023
A Simple and Generic Framework for Feature Distillation via Channel-wise Transformation Ziwei Liu Yongtao Wang Xiaojie Chu 32 5 0 23 Mar 2023
A Survey of Historical Learning: Learning Models with Learning History Xiang Li Ge Wu Lingfeng Yang Wenzhe Wang Renjie Song Jian Yang MU AI4TS 31 2 0 23 Mar 2023
SoftMatch Distance: A Novel Distance for Weakly-Supervised Trend Change Detection in Bi-Temporal Images Yuqun Yang Xu Tang Xiangrong Zhang Jingjing Ma Licheng Jiao 21 2 0 08 Mar 2023
Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels Zifu Wang Xuefei Ning Matthew B. Blaschko VLM 30 12 0 11 Feb 2023
Accelerating Diffusion Sampling with Classifier-based Feature Distillation Wujie Sun Defang Chen Can Wang Deshi Ye Yan Feng Chun-Yen Chen 35 16 0 22 Nov 2022
Knowledge Distillation for Detection Transformer with Consistent Distillation Points Sampling Yu Wang Xin Li Shengzhao Wen Fu-En Yang Wanping Zhang Gang Zhang Haocheng Feng Junyu Han Errui Ding 42 5 0 15 Nov 2022
Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image Retrieval Abhra Chaudhuri Massimiliano Mancini Yanbei Chen Zeynep Akata Anjan Dutta 23 5 0 19 Oct 2022
Weak-shot Semantic Segmentation via Dual Similarity Transfer Junjie Chen Li Niu Siyuan Zhou Jianlou Si Chao Qian Liqing Zhang 26 6 0 05 Oct 2022
ViTKD: Practical Guidelines for ViT feature knowledge distillation Zhendong Yang Zhe Li Ailing Zeng Zexian Li Chun Yuan Yu Li 86 42 0 06 Sep 2022
FAKD: Feature Augmented Knowledge Distillation for Semantic Segmentation Jianlong Yuan Qiang Qi Fei Du Zhibin Wang Fan Wang Yifan Liu 24 13 0 30 Aug 2022
Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition Chuanguang Yang Zhulin An Helong Zhou Fuzhen Zhuang Yongjun Xu Qian Zhang 39 50 0 23 Jul 2022
SERE: Exploring Feature Self-relation for Self-supervised Transformer Zhong-Yu Li Shanghua Gao Ming-Ming Cheng ViT MDE 26 14 0 10 Jun 2022
Knowledge Distillation from A Stronger Teacher Tao Huang Shan You Fei Wang Chao Qian Chang Xu 17 235 0 21 May 2022
CoupleFace: Relation Matters for Face Recognition Distillation Jiaheng Liu Haoyu Qin Yichao Wu Jinyang Guo Ding Liang Ke Xu CVBM 21 19 0 12 Apr 2022
TransKD: Transformer Knowledge Distillation for Efficient Semantic Segmentation R. Liu Kailun Yang Alina Roitberg Jiaming Zhang Kunyu Peng Huayao Liu Yaonan Wang Rainer Stiefelhagen ViT 47 36 0 27 Feb 2022
Knowledge Distillation Using Hierarchical Self-Supervision Augmented Distribution Chuanguang Yang Zhulin An Linhang Cai Yongjun Xu 22 15 0 07 Sep 2021
Mutual Contrastive Learning for Visual Representation Learning Chuanguang Yang Zhulin An Linhang Cai Yongjun Xu VLM SSL 99 75 0 26 Apr 2021
SEED: Self-supervised Distillation For Visual Representation Zhiyuan Fang Jianfeng Wang Lijuan Wang Lei Zhang Yezhou Yang Zicheng Liu SSL 242 190 0 12 Jan 2021
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation Adam Paszke Abhishek Chaurasia Sangpil Kim Eugenio Culurciello SSeg 233 2,056 0 07 Jun 2016