Channel-wise Knowledge Distillation for Dense Prediction

26 November 2020

Chunhua Shen

Papers citing "Channel-wise Knowledge Distillation for Dense Prediction"

40 / 40 papers shown

Title
A Survey of 3D Reconstruction with Event Cameras: From Event-based Geometry to Neural 3D Rendering Chuanzhi Xu Haoxian Zhou Langyi Chen Haodong Chen Ying Zhou Vera Chung Qiang Qu 3DV 38 0 0 13 May 2025
Structural and Statistical Texture Knowledge Distillation and Learning for Segmentation Deyi Ji Feng Zhao Hongtao Lu Feng Wu Jieping Ye 76 2 0 11 Mar 2025
I2CKD : Intra- and Inter-Class Knowledge Distillation for Semantic Segmentation Ayoub Karine Thibault Napoléon M. Jridi VLM 109 0 0 24 Feb 2025
Rethinking Knowledge in Distillation: An In-context Sample Retrieval Perspective Jinjing Zhu Songze Li Lin Wang 52 0 0 13 Jan 2025
Harmonizing knowledge Transfer in Neural Network with Unified Distillation Yaomin Huang Zaomin Yan Chaomin Shen Faming Fang Guixu Zhang 34 0 0 27 Sep 2024
DiReDi: Distillation and Reverse Distillation for AIoT Applications Chen Sun Qing Tong Wenshuang Yang Wenqi Zhang 34 0 0 12 Sep 2024
Unleashing the Power of Generic Segmentation Models: A Simple Baseline for Infrared Small Target Detection Mingjin Zhang Chi Zhang Qiming Zhang Yunsong Li Xinbo Gao Jing Zhang VLM 30 3 0 07 Sep 2024
Exploring Deeper! Segment Anything Model with Depth Perception for Camouflaged Object Detection Zhenni Yu Xiaoqin Zhang Li Zhao Yi Bin Guobao Xiao VLM 42 8 0 17 Jul 2024
CKD: Contrastive Knowledge Distillation from A Sample-wise Perspective Wencheng Zhu Xin Zhou Pengfei Zhu Yu Wang Qinghua Hu VLM 64 1 0 22 Apr 2024
Data-free Knowledge Distillation for Fine-grained Visual Categorization Renrong Shao Wei Zhang Jianhua Yin Jun Wang 39 2 0 18 Apr 2024
LIX: Implicitly Infusing Spatial Geometric Prior Knowledge into Visual Semantic Segmentation for Autonomous Driving Sicen Guo Zhiyuan Wu Qijun Chen Ioannis Pitas Rui Fan Rui Fan 40 1 0 13 Mar 2024
DART: Depth-Enhanced Accurate and Real-Time Background Matting Hanxi Li Guofeng Li Bo Li Lin Wu Yan Cheng 44 0 0 24 Feb 2024
Towards Comparable Knowledge Distillation in Semantic Image Segmentation Onno Niemann Christopher Vox Thorben Werner VLM 25 1 0 07 Sep 2023
Foreground Object Search by Distilling Composite Image Feature Bo Zhang Jiacheng Sui Li Niu 30 5 0 09 Aug 2023
Contextual Affinity Distillation for Image Anomaly Detection Jie Zhang Masanori Suganuma Takayuki Okatani 42 14 0 06 Jul 2023
Knowledge Diffusion for Distillation Tao Huang Yuan Zhang Mingkai Zheng Shan You Fei Wang Chao Qian Chang Xu 37 51 0 25 May 2023
Structural and Statistical Texture Knowledge Distillation for Semantic Segmentation Deyi Ji Haoran Wang Mingyuan Tao Jianqiang Huang Xiansheng Hua Hongtao Lu 35 61 0 06 May 2023
Geometric-aware Pretraining for Vision-centric 3D Object Detection Linyan Huang Huijie Wang J. Zeng Shengchuan Zhang Liujuan Cao Junchi Yan Hongyang Li 3DPC 70 9 0 06 Apr 2023
Decomposed Cross-modal Distillation for RGB-based Temporal Action Detection Pilhyeon Lee Taeoh Kim Minho Shim Dongyoon Wee H. Byun 36 11 0 30 Mar 2023
From Knowledge Distillation to Self-Knowledge Distillation: A Unified Approach with Normalized Loss and Customized Soft Labels Zhendong Yang Ailing Zeng Zhe Li Tianke Zhang Chun Yuan Yu Li 31 73 0 23 Mar 2023
Generic-to-Specific Distillation of Masked Autoencoders Wei Huang Zhiliang Peng Li Dong Furu Wei Jianbin Jiao QiXiang Ye 32 22 0 28 Feb 2023
Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels Zifu Wang Xuefei Ning Matthew B. Blaschko VLM 35 12 0 11 Feb 2023
PanopticPartFormer++: A Unified and Decoupled View for Panoptic Part Segmentation Xiangtai Li Shilin Xu Yibo Yang Haobo Yuan Guangliang Cheng Yu Tong Zhouchen Lin Ming-Hsuan Yang Dacheng Tao ViT 42 21 0 03 Jan 2023
BEV-LGKD: A Unified LiDAR-Guided Knowledge Distillation Framework for BEV 3D Object Detection Jianing Li Ming Lu Jiaming Liu Yandong Guo Li Du Shanghang Zhang 44 6 0 01 Dec 2022
DAMO-YOLO : A Report on Real-Time Object Detection Design Xianzhe Xu Yiqi Jiang Weihua Chen Yi-Li Huang Yuanhang Zhang Xiuyu Sun ObjD 31 162 0 23 Nov 2022
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
YOLOv6: A Single-Stage Object Detection Framework for Industrial Applications Chuyin Li Lu Li Hongliang Jiang Kaiheng Weng Yifei Geng ... Linyuan Zhou Xiaoming Xu Xiangxiang Chu Xiaoming Wei Xiaolin K. Wei ObjD 51 1,707 0 07 Sep 2022
LiteDepth: Digging into Fast and Accurate Depth Estimation on Mobile Devices Zhenyu Li Zehui Chen Jialei Xu Xianming Liu Junjun Jiang VLM MDE 31 1 0 02 Sep 2022
Multi-Granularity Distillation Scheme Towards Lightweight Semi-Supervised Semantic Segmentation Jie Qin Jie Wu Ming Li Xu Xiao Min Zheng Xingang Wang 38 6 0 22 Aug 2022
Rethinking Knowledge Distillation via Cross-Entropy Zhendong Yang Zhe Li Yuan Gong Tianke Zhang Shanshan Lao Chun Yuan Yu Li 33 14 0 22 Aug 2022
Normalized Feature Distillation for Semantic Segmentation Tao Liu Xi Yang Chenshu Chen 9 5 0 12 Jul 2022
CV 3315 Is All You Need : Semantic Segmentation Competition Akide Liu Zihan Wang 35 4 0 25 Jun 2022
Multi-Task Learning with Multi-Query Transformer for Dense Prediction Yangyang Xu Xiangtai Li Haobo Yuan Yibo Yang Lefei Zhang ViT 28 45 0 28 May 2022
Fast Object Placement Assessment Li Niu Qingyang Liu Zhenchen Liu Jiangtong Li 21 14 0 28 May 2022
Knowledge Distillation from A Stronger Teacher Tao Huang Shan You Fei Wang Chao Qian Chang Xu 30 237 0 21 May 2022
Distilling Inter-Class Distance for Semantic Segmentation Zheng Zhang Chunluan Zhou Zhigang Tu VLM 38 26 0 07 May 2022
Masked Generative Distillation Zhendong Yang Zhe Li Mingqi Shao Dachuan Shi Zehuan Yuan Chun Yuan FedML 38 168 0 03 May 2022
Cross-Image Relational Knowledge Distillation for Semantic Segmentation Chuanguang Yang Helong Zhou Zhulin An Xue Jiang Yong Xu Qian Zhang 37 169 0 14 Apr 2022
Knowledge Distillation with the Reused Teacher Classifier Defang Chen Jianhan Mei Hailin Zhang C. Wang Yan Feng Chun-Yen Chen 36 166 0 26 Mar 2022
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation Adam Paszke Abhishek Chaurasia Sangpil Kim Eugenio Culurciello SSeg 235 2,059 0 07 Jun 2016