Focal and Global Knowledge Distillation for Detectors

23 November 2021

Papers citing "Focal and Global Knowledge Distillation for Detectors"

24 / 24 papers shown

Title
FEDS: Feature and Entropy-Based Distillation Strategy for Efficient Learned Image Compression H. Fu Jie Liang Zhenman Fang Jingning Han 33 0 0 09 Mar 2025
VRM: Knowledge Distillation via Virtual Relation Matching W. Zhang Fei Xie Weidong Cai Chao Ma 68 0 0 28 Feb 2025
DiReDi: Distillation and Reverse Distillation for AIoT Applications Chen Sun Qing Tong Wenshuang Yang Wenqi Zhang 23 0 0 12 Sep 2024
Relation Modeling and Distillation for Learning with Noisy Labels Xiaming Chen Junlin Zhang Zhuang Qi Xin Qi NoLa 19 0 0 30 May 2024
Active Object Detection with Knowledge Aggregation and Distillation from Large Models Dejie Yang Yang Liu 35 3 0 21 May 2024
CKD: Contrastive Knowledge Distillation from A Sample-wise Perspective Wencheng Zhu Xin Zhou Pengfei Zhu Yu Wang Qinghua Hu VLM 53 1 0 22 Apr 2024
MergeNet: Knowledge Migration across Heterogeneous Models, Tasks, and Modalities Kunxi Li Tianyu Zhan Kairui Fu Shengyu Zhang Kun Kuang Jiwei Li Zhou Zhao Fei Wu MoMe 22 0 0 20 Apr 2024
RadarDistill: Boosting Radar-based Object Detection Performance via Knowledge Distillation from LiDAR Features Geonho Bang Kwangjin Choi Jisong Kim Dongsuk Kum Jun Won Choi 36 13 0 08 Mar 2024
Indirect Gradient Matching for Adversarial Robust Distillation Hongsin Lee Seungju Cho Changick Kim AAML FedML 39 2 0 06 Dec 2023
DistillBEV: Boosting Multi-Camera 3D Object Detection with Cross-Modal Knowledge Distillation Zeyu Wang Dingwen Li Chenxu Luo Cihang Xie Xiaodong Yang 27 23 0 26 Sep 2023
PanoSwin: a Pano-style Swin Transformer for Panorama Understanding Zhixin Ling Zhen Xing Xiangdong Zhou Manliang Cao G. Zhou ViT 13 17 0 28 Aug 2023
Quantized Feature Distillation for Network Quantization Kevin Zhu Yin He Jianxin Wu MQ 19 8 0 20 Jul 2023
CrossKD: Cross-Head Knowledge Distillation for Object Detection Jiabao Wang Yuming Chen Zhaohui Zheng Xiang Li Ming-Ming Cheng Qibin Hou 38 30 0 20 Jun 2023
Knowledge Diffusion for Distillation Tao Huang Yuan Zhang Mingkai Zheng Shan You Fei Wang Chao Qian Chang Xu 29 48 0 25 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 57 9 0 06 Apr 2023
DAMO-StreamNet: Optimizing Streaming Perception in Autonomous Driving Ju He Zhi-Qi Cheng Chenyang Li Wangmeng Xiang Binghui Chen Bin Luo Yifeng Geng Xuansong Xie AI4CE 14 19 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 11 70 0 23 Mar 2023
X $^3$ KD: Knowledge Distillation Across Modalities, Tasks and Stages for Multi-Camera 3D Object Detection Marvin Klingner Shubhankar Borse V. Kumar B. Rezaei V. Narayanan S. Yogamani Fatih Porikli 29 21 0 03 Mar 2023
Privileged Prior Information Distillation for Image Matting Chengzhi Lyu Jiake Xie Bo Xu Cheng Lu Han Huang Xin Huang Ming Wu Chuang Zhang Yong Tang 13 1 0 25 Nov 2022
Rethinking Knowledge Distillation via Cross-Entropy Zhendong Yang Zhe Li Yuan Gong Tianke Zhang Shanshan Lao Chun Yuan Yu Li 25 14 0 22 Aug 2022
Task-Balanced Distillation for Object Detection Ruining Tang Zhen-yu Liu Yangguang Li Yiguo Song Hui Liu Qide Wang Jing Shao Guifang Duan Jianrong Tan 19 20 0 05 Aug 2022
Towards Efficient 3D Object Detection with Knowledge Distillation Jihan Yang Shaoshuai Shi Runyu Ding Zhe Wang Xiaojuan Qi 102 45 0 30 May 2022
Masked Generative Distillation Zhendong Yang Zhe Li Mingqi Shao Dachuan Shi Zehuan Yuan Chun Yuan FedML 19 168 0 03 May 2022
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 261 10,106 0 16 Nov 2016