G-DetKD: Towards General Distillation Framework for Object Detectors via Contrastive and Semantic-guided Feature Imitation

17 August 2021

Hang Xu

Tong Zhang

Papers citing "G-DetKD: Towards General Distillation Framework for Object Detectors via Contrastive and Semantic-guided Feature Imitation"

25 / 25 papers shown

Title
Feature Alignment and Representation Transfer in Knowledge Distillation for Large Language Models Junjie Yang Junhao Song Xudong Han Ziqian Bi Tianyang Wang ... Y. Zhang Qian Niu Benji Peng Keyu Chen Ming Liu VLM 47 0 0 18 Apr 2025
DFMSD: Dual Feature Masking Stage-wise Knowledge Distillation for Object Detection Zhourui Zhang Jun Li Zhijian Wu Jifeng Shen Jianhua Xu 36 0 0 18 Jul 2024
Image Textualization: An Automatic Framework for Creating Accurate and Detailed Image Descriptions Renjie Pi Jianshu Zhang Jipeng Zhang Rui Pan Zhekai Chen Tong Zhang 3DV 47 19 0 11 Jun 2024
Augmentation-Free Dense Contrastive Knowledge Distillation for Efficient Semantic Segmentation Jiawei Fan Chao Li Xiaolong Liu Meina Song Anbang Yao 17 5 0 07 Dec 2023
PerceptionGPT: Effectively Fusing Visual Perception into LLM Renjie Pi Lewei Yao Jiahui Gao Jipeng Zhang Tong Zhang MLLM 26 30 0 11 Nov 2023
Towards Better Modeling with Missing Data: A Contrastive Learning-based Visual Analytics Perspective Laixin Xie Ouyang Yang Long-fei Chen Ziming Wu Quan Li 8 0 0 18 Sep 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 21 27 0 24 Jul 2023
CrossKD: Cross-Head Knowledge Distillation for Object Detection Jiabao Wang Yuming Chen Zhaohui Zheng Xiang Li Ming-Ming Cheng Qibin Hou 40 32 0 20 Jun 2023
DetGPT: Detect What You Need via Reasoning Renjie Pi Jiahui Gao Shizhe Diao Rui Pan Hanze Dong ... Lewei Yao Jianhua Han Hang Xu Lingpeng Kong Tong Zhang Tong Zhang LRM LM&Ro 27 92 0 23 May 2023
Contrastive Mean Teacher for Domain Adaptive Object Detectors Shengcao Cao D. Joshi Liangyan Gui Yu-xiong Wang ObjD 29 55 0 04 May 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 16 20 0 30 Mar 2023
Modeling Continuous Motion for 3D Point Cloud Object Tracking Zhi-Chun Luo Gongjie Zhang Changqing Zhou Zhonghua Wu Qingyi Tao Lewei Lu Shijian Lu 3DPC 23 3 0 14 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 70 62 0 10 Mar 2023
Smooth and Stepwise Self-Distillation for Object Detection Jieren Deng Xiaoxia Zhou Hao Tian Zhihong Pan Derek Aguiar ObjD 23 0 0 09 Mar 2023
Probabilistic Bilevel Coreset Selection Xiao Zhou Renjie Pi Weizhong Zhang Yong Lin Tong Zhang NoLa 23 27 0 24 Jan 2023
Model Agnostic Sample Reweighting for Out-of-Distribution Learning Xiao Zhou Yong Lin Renjie Pi Weizhong Zhang Renzhe Xu Peng Cui Tong Zhang OODD 28 60 0 24 Jan 2023
ConQueR: Query Contrast Voxel-DETR for 3D Object Detection Benjin Zhu Zhe Wang Shaoshuai Shi Hang Xu Lanqing Hong Hongsheng Li 13 24 0 14 Dec 2022
Teach-DETR: Better Training DETR with Teachers Linjiang Huang Kaixin Lu Guanglu Song Liang Wang Siyu Liu Yu Liu Hongsheng Li 33 9 0 22 Nov 2022
HEAD: HEtero-Assists Distillation for Heterogeneous Object Detectors Luting Wang Xiaojie Li Yue Liao Jiang Jianlong Wu Fei-Yue Wang Chao Qian Si Liu 17 20 0 12 Jul 2022
PKD: General Distillation Framework for Object Detectors via Pearson Correlation Coefficient Weihan Cao Yifan Zhang Jianfei Gao Anda Cheng Ke Cheng Jian Cheng 21 62 0 05 Jul 2022
Prediction-Guided Distillation for Dense Object Detection Chenhongyi Yang Mateusz Ochal Amos Storkey Elliot J. Crowley 25 28 0 10 Mar 2022
LGD: Label-guided Self-distillation for Object Detection Peizhen Zhang Zijian Kang Tong Yang X. Zhang N. Zheng Jian-jun Sun ObjD 101 30 0 23 Sep 2021
Joint-DetNAS: Upgrade Your Detector with NAS, Pruning and Dynamic Distillation Lewei Yao Renjie Pi Hang Xu Wei Zhang Zhenguo Li Tong Zhang 81 38 0 27 May 2021
BorderDet: Border Feature for Dense Object Detection Han Qiu Yuchen Ma Zeming Li Songtao Liu Jian-jun Sun ObjD 90 124 0 21 Jul 2020
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results Antti Tarvainen Harri Valpola OOD MoMe 261 1,275 0 06 Mar 2017