Overcoming Catastrophic Forgetting in Incremental Object Detection via Elastic Response Distillation

5 April 2022

Papers citing "Overcoming Catastrophic Forgetting in Incremental Object Detection via Elastic Response Distillation"

34 / 34 papers shown

Title
Teach YOLO to Remember: A Self-Distillation Approach for Continual Object Detection Riccardo De Monte Davide Dalle Pezze Gian Antonio Susto CLL 63 0 0 06 Mar 2025
Class-Independent Increment: An Efficient Approach for Multi-label Class-Incremental Learning Songlin Dong Yuhang He Zhengdong Zhou Haoyu Luo Xing Wei Alex C. Kot Yihong Gong CLL 36 1 0 01 Mar 2025
IOR: Inversed Objects Replay for Incremental Object Detection Zijia An Boyu Diao Libo Huang Ruiqi Liu Zhulin An Yongjun Xu 47 0 0 20 Jan 2025
CASA: Class-Agnostic Shared Attributes in Vision-Language Models for Efficient Incremental Object Detection Mingyi Guo Yuyang Liu Zongying Lin Peixi Peng Yonghong Tian Yonghong Tian VLM 30 0 0 08 Oct 2024
Dynamic Object Queries for Transformer-based Incremental Object Detection Jichuan Zhang Wei Li Shuang Cheng Yali Li Shengjin Wang 39 0 0 31 Jul 2024
Bridge Past and Future: Overcoming Information Asymmetry in Incremental Object Detection Qijie Mo Yipeng Gao Shenghao Fu Junkai Yan Ancong Wu Wei-Shi Zheng CLL 18 6 0 16 Jul 2024
Revisiting Neural Networks for Continual Learning: An Architectural Perspective Aojun Lu Tao Feng Hangjie Yuan Xiaotian Song Yanan Sun 47 7 0 23 Apr 2024
Make Continual Learning Stronger via C-Flat Ang Bian Wei Li Hangjie Yuan Chengrong Yu Zixiang Zhao Mang Wang Aojun Lu Tao Feng 26 9 0 01 Apr 2024
AIDE: An Automatic Data Engine for Object Detection in Autonomous Driving Mingfu Liang Jong-Chyi Su S. Schulter Sparsh Garg Shiyu Zhao Ying Nian Wu Manmohan Chandraker VLM 49 14 0 26 Mar 2024
Cross-domain Multi-modal Few-shot Object Detection via Rich Text Zeyu Shangguan Daniel Seita Mohammad Rostami ObjD 52 1 0 24 Mar 2024
Preventing Catastrophic Forgetting through Memory Networks in Continuous Detection Gaurav Bhatt James Ross Leonid Sigal CLL VLM 24 2 0 21 Mar 2024
Consistent Prompting for Rehearsal-Free Continual Learning Zhanxin Gao Jun Cen Xiaobin Chang VLM CLL 29 24 0 13 Mar 2024
VLM-PL: Advanced Pseudo Labeling Approach for Class Incremental Object Detection via Vision-Language Model Junsu Kim Yunhoe Ku Jihyeon Kim Junuk Cha Seungryul Baek ObjD VLM 32 11 0 08 Mar 2024
SDDGR: Stable Diffusion-based Deep Generative Replay for Class Incremental Object Detection Junsu Kim Hoseong Cho Jihyeon Kim Yihalem Yimolal Tiruneh Seungryul Baek DiffM 32 20 0 27 Feb 2024
Dataset Condensation Driven Machine Unlearning Junaid Iqbal Khan DD 33 1 0 31 Jan 2024
InstructVideo: Instructing Video Diffusion Models with Human Feedback Hangjie Yuan Shiwei Zhang Xiang Wang Yujie Wei Tao Feng Yining Pan Yingya Zhang Ziwei Liu Samuel Albanie Dong Ni VGen 24 42 0 19 Dec 2023
DualTeacher: Bridging Coexistence of Unlabelled Classes for Semi-supervised Incremental Object Detection Ziqi Yuan Liyuan Wang Wenbo Ding Xingxing Zhang Jiachen Zhong Jianyong Ai Jianmin Li Jun Zhu 14 0 0 13 Dec 2023
CMFDFormer: Transformer-based Copy-Move Forgery Detection with Continual Learning Yaqi Liu Chao Xia Song Xiao Qingxiao Guan Wenqian Dong Yifan Zhang Neng H. Yu 32 3 0 22 Nov 2023
When Meta-Learning Meets Online and Continual Learning: A Survey Jaehyeon Son Soochan Lee Gunhee Kim OOD CLL 32 10 0 09 Nov 2023
Incremental Object Detection with CLIP Ziyue Huang Yupeng He Qingjie Liu Yunhong Wang CLL ObjD VLM 21 2 0 13 Oct 2023
Inherit with Distillation and Evolve with Contrast: Exploring Class Incremental Semantic Segmentation Without Exemplar Memory Danpei Zhao Bo Yuan Z. Shi VLM CLL 28 9 0 27 Sep 2023
I3DOD: Towards Incremental 3D Object Detection via Prompting Wenqi Liang Gan Sun Chenxi Liu Jiahua Dong Kangru Wang CLL 22 2 0 24 Aug 2023
Audio-Visual Class-Incremental Learning Weiguo Pian Shentong Mo Yunhui Guo Yapeng Tian CLL VLM 20 28 0 21 Aug 2023
ModelScope Text-to-Video Technical Report Jiuniu Wang Hangjie Yuan Dayou Chen Yingya Zhang Xiang Wang Shiwei Zhang VGen DiffM 30 388 0 12 Aug 2023
Augmented Box Replay: Overcoming Foreground Shift for Incremental Object Detection Liu Yuyang Cong Yang Dipam Goswami Liu Xialei Joost van de Weijer CLL 15 24 0 23 Jul 2023
MRN: Multiplexed Routing Network for Incremental Multilingual Text Recognition Tianlun Zheng Zhineng Chen Bin Huang Wei Zhang Yuran Jiang 18 11 0 24 May 2023
Refined Response Distillation for Class-Incremental Player Detection Liang Bai Hangjie Yuan Tao Feng Hong Song Jian Yang 19 0 0 01 May 2023
Continual Detection Transformer for Incremental Object Detection Yaoyao Liu Bernt Schiele Andrea Vedaldi Christian Rupprecht CLL 13 52 0 06 Apr 2023
Knowledge Restore and Transfer for Multi-label Class-Incremental Learning Songlin Dong Haoyu Luo Yuhang He Xing Wei Yihong Gong KELM CLL 21 7 0 26 Feb 2023
A Comprehensive Survey of Continual Learning: Theory, Method and Application Liyuan Wang Xingxing Zhang Hang Su Jun Zhu KELM CLL 36 601 0 31 Jan 2023
Task-Adaptive Saliency Guidance for Exemplar-free Class Incremental Learning Xialei Liu Jiang-Tian Zhai Andrew D. Bagdanov Ke Li Mingg-Ming Cheng CLL 23 4 0 16 Dec 2022
Progressive Learning without Forgetting Tao Feng Hangjie Yuan Mang Wang Ziyuan Huang Ang Bian Jianzhou Zhang CLL KELM 44 4 0 28 Nov 2022
Recent Advances of Continual Learning in Computer Vision: An Overview Haoxuan Qu Hossein Rahmani Li Xu Bryan M. Williams Jun Liu VLM CLL 25 73 0 23 Sep 2021
Distilling Knowledge via Knowledge Review Pengguang Chen Shu-Lin Liu Hengshuang Zhao Jiaya Jia 149 420 0 19 Apr 2021