Distilling Object Detectors via Decoupled Features

26 March 2021

Papers citing "Distilling Object Detectors via Decoupled Features"

50 / 93 papers shown

Title
CLoCKDistill: Consistent Location-and-Context-aware Knowledge Distillation for DETRs Qizhen Lan Qing Tian 42 0 0 15 Feb 2025
Centerness-based Instance-aware Knowledge Distillation with Task-wise Mutual Lifting for Object Detection on Drone Imagery Bowei Du Zhixuan Liao Yanan Zhang Zhi Cai Jiaxin Chen Di Huang 31 0 0 05 Nov 2024
D-FINE: Redefine Regression Task in DETRs as Fine-grained Distribution Refinement Yansong Peng Hebei Li Peixi Wu Yueyi Zhang X. Sun Feng Wu 21 13 0 17 Oct 2024
Knowledge Distillation via Query Selection for Detection Transformer Yi Liu Luting Wang Zongheng Tang Yue Liao Yifan Sun Lijun Zhang Si Liu 16 0 0 10 Sep 2024
FSD-BEV: Foreground Self-Distillation for Multi-view 3D Object Detection Zheng Jiang Jinqing Zhang Yanan Zhang Qingjie Liu Zhenghui Hu Baohui Wang Yunhong Wang 19 0 0 14 Jul 2024
Teaching with Uncertainty: Unleashing the Potential of Knowledge Distillation in Object Detection Junfei Yi Jianxu Mao Tengfei Liu Mingjie Li Hanyu Gu Hui Zhang Xiaojun Chang Yaonan Wang 22 0 0 11 Jun 2024
AMFD: Distillation via Adaptive Multimodal Fusion for Multispectral Pedestrian Detection Zizhao Chen Yeqiang Qian Xiaoxiao Yang Chunxiang Wang Ming Yang 24 1 0 21 May 2024
Exploring Graph-based Knowledge: Multi-Level Feature Distillation via Channels Relational Graph Zhiwei Wang Jun Huang Longhua Ma Chengyu Wu Hongyu Ma 24 0 0 14 May 2024
Promoting CNNs with Cross-Architecture Knowledge Distillation for Efficient Monocular Depth Estimation Zhimeng Zheng Tao Huang Gongsheng Li Zuyi Wang 14 2 0 25 Apr 2024
Task Integration Distillation for Object Detectors Hai Su ZhenWen Jian Songsen Yu 22 1 0 02 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 30 13 0 08 Mar 2024
SiMA-Hand: Boosting 3D Hand-Mesh Reconstruction by Single-to-Multi-View Adaptation Yinqiao Wang Hao Xu Pheng-Ann Heng Chi-Wing Fu 3DH 11 1 0 02 Feb 2024
Distilling Temporal Knowledge with Masked Feature Reconstruction for 3D Object Detection Haowen Zheng Dong Cao Jintao Xu Rui Ai Weihao Gu Yang Yang Yanyan Liang 22 1 0 03 Jan 2024
FerKD: Surgical Label Adaptation for Efficient Distillation Zhiqiang Shen 13 2 0 29 Dec 2023
TinySAM: Pushing the Envelope for Efficient Segment Anything Model Han Shu Wenshuo Li Yehui Tang Yiman Zhang Yihao Chen Houqiang Li Yunhe Wang Xinghao Chen VLM 29 18 0 21 Dec 2023
RadOcc: Learning Cross-Modality Occupancy Knowledge through Rendering Assisted Distillation Haiming Zhang Xu Yan Dongfeng Bai Jiantao Gao Pan Wang Bingbing Liu Shuguang Cui Zhen Li 65 19 0 19 Dec 2023
RdimKD: Generic Distillation Paradigm by Dimensionality Reduction Yi Guo Yiqian He Xiaoyang Li Haotong Qin Van Tung Pham Yang Zhang Shouda Liu 24 1 0 14 Dec 2023
Object-centric Cross-modal Feature Distillation for Event-based Object Detection Lei Li Alexander Liniger Mario Millhaeusler Vagia Tsiminaki Yuanyou Li Dengxin Dai 18 4 0 09 Nov 2023
Data exploitation: multi-task learning of object detection and semantic segmentation on partially annotated data Hoàng-Ân Lê Minh-Tan Pham 8 2 0 07 Nov 2023
One-for-All: Bridge the Gap Between Heterogeneous Architectures in Knowledge Distillation Zhiwei Hao Jianyuan Guo Kai Han Yehui Tang Han Hu Yunhe Wang Chang Xu 23 55 0 30 Oct 2023
Efficient Object Detection in Optical Remote Sensing Imagery via Attention-based Feature Distillation Pourya Shamsolmoali Jocelyn Chanussot Huiyu Zhou Yue Lu 21 5 0 28 Oct 2023
MonoSKD: General Distillation Framework for Monocular 3D Object Detection via Spearman Correlation Coefficient Sen Wang Jin Zheng 56 3 0 17 Oct 2023
Data Upcycling Knowledge Distillation for Image Super-Resolution Yun-feng Zhang Wei Li Simiao Li Hanting Chen Zhaopeng Tu Wenjun Wang Bingyi Jing Hai-lin Wang Jie Hu 9 3 0 25 Sep 2023
Gold-YOLO: Efficient Object Detector via Gather-and-Distribute Mechanism Chengcheng Wang Wei He Ying Nie Jianyuan Guo Chuanjian Liu Kai Han Yunhe Wang ObjD 8 198 0 20 Sep 2023
SupFusion: Supervised LiDAR-Camera Fusion for 3D Object Detection Yiran Qin Chaoqun Wang Zijian Kang Ningning Ma Zhen Li Ruimao Zhang 3DPC 19 10 0 13 Sep 2023
Self-Training and Multi-Task Learning for Limited Data: Evaluation Study on Object Detection Hoàng-Ân Lê Minh-Tan Pham 17 2 0 12 Sep 2023
Bridging Cross-task Protocol Inconsistency for Distillation in Dense Object Detection Longrong Yang Xianpan Zhou Xuewei Li Liang Qiao Zheyang Li Zi-Liang Yang Gaoang Wang Xi Li 8 4 0 28 Aug 2023
Learning Lightweight Object Detectors via Multi-Teacher Progressive Distillation Shengcao Cao Mengtian Li James Hays Deva Ramanan Yu-xiong Wang Liangyan Gui VLM 13 10 0 17 Aug 2023
Cyclic-Bootstrap Labeling for Weakly Supervised Object Detection Yufei Yin Jiajun Deng Wen-gang Zhou Li Li Houqiang Li 9 3 0 11 Aug 2023
Spatial Self-Distillation for Object Detection with Inaccurate Bounding Boxes Di Wu Pengfei Chen Xuehui Yu Guorong Li Zhenjun Han Jianbin Jiao 14 8 0 22 Jul 2023
Quantized Feature Distillation for Network Quantization Kevin Zhu Yin He Jianxin Wu MQ 6 8 0 20 Jul 2023
Knowledge Distillation for Object Detection: from generic to remote sensing datasets Hoàng-Ân Lê M. Pham 11 4 0 18 Jul 2023
CrossKD: Cross-Head Knowledge Distillation for Object Detection Jiabao Wang Yuming Chen Zhaohui Zheng Xiang Li Ming-Ming Cheng Qibin Hou 25 30 0 20 Jun 2023
MixFormerV2: Efficient Fully Transformer Tracking Yutao Cui Tian-Shu Song Gangshan Wu Liming Wang 8 24 0 25 May 2023
Knowledge Diffusion for Distillation Tao Huang Yuan Zhang Mingkai Zheng Shan You Fei Wang Chao Qian Chang Xu 16 48 0 25 May 2023
VanillaNet: the Power of Minimalism in Deep Learning Hanting Chen Yunhe Wang Jianyuan Guo Dacheng Tao VLM 21 34 0 22 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 31 37 0 10 May 2023
Refined Response Distillation for Class-Incremental Player Detection Liang Bai Hangjie Yuan Tao Feng Hong Song Jian Yang 11 0 0 01 May 2023
UniDistill: A Universal Cross-Modality Knowledge Distillation Framework for 3D Object Detection in Bird's-Eye View Shengchao Zhou Weizhou Liu Chen Hu Shuchang Zhou Chaoxiang Ma 8 42 0 27 Mar 2023
A Simple and Generic Framework for Feature Distillation via Channel-wise Transformation Ziwei Liu Yongtao Wang Xiaojie Chu 11 5 0 23 Mar 2023
Object-Aware Distillation Pyramid for Open-Vocabulary Object Detection Luting Wang Yi Liu Penghui Du Zihan Ding Yue Liao Qiaosong Qi Biaolong Chen Si Liu ObjD VLM 66 61 0 10 Mar 2023
Gradient-Guided Knowledge Distillation for Object Detectors Qizhen Lan Qingze Tian 15 7 0 07 Mar 2023
Dual Relation Knowledge Distillation for Object Detection Zhenliang Ni Fu-Han Yang Shengzhao Wen Gang Zhang ObjD 14 13 0 11 Feb 2023
Guided Hybrid Quantization for Object detection in Multimodal Remote Sensing Imagery via One-to-one Self-teaching Jiaqing Zhang Jie Lei Weiying Xie Yunsong Li X. Jia MQ 14 18 0 31 Dec 2022
GPTR: Gestalt-Perception Transformer for Diagram Object Detection Xin Hu Lingling Zhang Jun Liu Jinfu Fan Yang You Yaqiang Wu ViT 16 5 0 29 Dec 2022
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 11 6 0 01 Dec 2022
Attention-Based Depth Distillation with 3D-Aware Positional Encoding for Monocular 3D Object Detection Zizhang Wu Yunzhe Wu Jian Pu Xianzhi Li Xiaoquan Wang 24 11 0 30 Nov 2022
Structural Knowledge Distillation for Object Detection Philip de Rijk Lukas Schneider Marius Cordts D. Gavrila 6 24 0 23 Nov 2022
Teach-DETR: Better Training DETR with Teachers Linjiang Huang Kaixin Lu Guanglu Song Liang Wang Siyu Liu Yu Liu Hongsheng Li 20 9 0 22 Nov 2022
D $^3$ ETR: Decoder Distillation for Detection Transformer Xiaokang Chen Jiahui Chen Y. Liu Gang Zeng 14 16 0 17 Nov 2022