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SID: Incremental Learning for Anchor-Free Object Detection via Selective
  and Inter-Related Distillation

SID: Incremental Learning for Anchor-Free Object Detection via Selective and Inter-Related Distillation

Computer Vision and Image Understanding (CVIU), 2020
31 December 2020
Can Peng
Kun-li Zhao
Sam Maksoud
Meng Li
Brian C. Lovell
    CLLObjD
ArXiv (abs)PDFHTML

Papers citing "SID: Incremental Learning for Anchor-Free Object Detection via Selective and Inter-Related Distillation"

26 / 26 papers shown
Parameterized Prompt for Incremental Object Detection
Parameterized Prompt for Incremental Object Detection
Zijia An
Boyu Diao
R. Liu
Libo Huang
Chuanguang Yang
Fei Wang
Zhulin An
Yongjun Xu
CLLVLM
206
0
0
31 Oct 2025
Index-Aligned Query Distillation for Transformer-based Incremental Object Detection
Index-Aligned Query Distillation for Transformer-based Incremental Object Detection
Mingxiao Ma
Shunyao Zhu
Guoliang Kang
CLL
88
0
0
15 Aug 2025
DuET: Dual Incremental Object Detection via Exemplar-Free Task Arithmetic
DuET: Dual Incremental Object Detection via Exemplar-Free Task Arithmetic
Munish Monga
Vishal M. Chudasama
Pankaj Wasnik
Biplab Banerjee
534
0
0
26 Jun 2025
Hierarchical Neural Collapse Detection Transformer for Class Incremental Object Detection
Duc Thanh Pham
Hong Dang Nguyen
Nhat Minh Nguyen Quoc
Linh Ngo Van
Sang Dinh Viet
Duc Anh Nguyen
ViT
197
0
0
10 Jun 2025
DCA: Dividing and Conquering Amnesia in Incremental Object Detection
DCA: Dividing and Conquering Amnesia in Incremental Object DetectionAAAI Conference on Artificial Intelligence (AAAI), 2025
Aoting Zhang
Dongbao Yang
Yu Xie
Xiaopeng Hong
Miao Shang
Can Ma
CLL
298
2
0
19 Mar 2025
Teach YOLO to Remember: A Self-Distillation Approach for Continual Object Detection
Riccardo De Monte
Davide Dalle Pezze
Gian Antonio Susto
CLL
227
2
0
06 Mar 2025
Tiny Robotics Dataset and Benchmark for Continual Object Detection
Tiny Robotics Dataset and Benchmark for Continual Object Detection
Francesco Pasti
Riccardo De Monte
Davide Dalle Pezze
Gian Antonio Susto
Nicola Bellotto
341
3
0
24 Sep 2024
Replay Consolidation with Label Propagation for Continual Object Detection
Replay Consolidation with Label Propagation for Continual Object Detection
Riccardo De Monte
Davide Dalle Pezze
Marina Ceccon
Francesco Pasti
Francesco Paissan
Elisabetta Farella
Gian Antonio Susto
Nicola Bellotto
398
4
0
09 Sep 2024
Latent Distillation for Continual Object Detection at the Edge
Latent Distillation for Continual Object Detection at the Edge
Francesco Pasti
Marina Ceccon
Davide Dalle Pezze
Francesco Paissan
Elisabetta Farella
Gian Antonio Susto
Nicola Bellotto
228
5
0
03 Sep 2024
Dynamic Object Queries for Transformer-based Incremental Object
  Detection
Dynamic Object Queries for Transformer-based Incremental Object Detection
Jichuan Zhang
Wei Li
Shuang Cheng
Yali Li
Shengjin Wang
236
7
0
31 Jul 2024
BKDSNN: Enhancing the Performance of Learning-based Spiking Neural
  Networks Training with Blurred Knowledge Distillation
BKDSNN: Enhancing the Performance of Learning-based Spiking Neural Networks Training with Blurred Knowledge Distillation
Zekai Xu
Kang You
Qinghai Guo
Xiang Wang
Zhezhi He
359
11
0
12 Jul 2024
IOR: Inversed Objects Replay for Incremental Object Detection
IOR: Inversed Objects Replay for Incremental Object DetectionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Zijia An
Boyu Diao
Libo Huang
Ruiqi Liu
Zhulin An
Yongjun Xu
461
0
0
07 Jun 2024
Preventing Catastrophic Forgetting through Memory Networks in Continuous
  Detection
Preventing Catastrophic Forgetting through Memory Networks in Continuous Detection
Gaurav Bhatt
James Ross
Leonid Sigal
CLLVLM
265
7
0
21 Mar 2024
VLM-PL: Advanced Pseudo Labeling Approach for Class Incremental Object
  Detection via Vision-Language Model
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
ObjDVLM
334
24
0
08 Mar 2024
SDDGR: Stable Diffusion-based Deep Generative Replay for Class
  Incremental Object Detection
SDDGR: Stable Diffusion-based Deep Generative Replay for Class Incremental Object Detection
Junsu Kim
Hoseong Cho
Jihyeon Kim
Yihalem Yimolal Tiruneh
Seungryul Baek
DiffM
465
47
0
27 Feb 2024
DualTeacher: Bridging Coexistence of Unlabelled Classes for
  Semi-supervised Incremental Object Detection
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
223
0
0
13 Dec 2023
MultIOD: Rehearsal-free Multihead Incremental Object Detector
MultIOD: Rehearsal-free Multihead Incremental Object Detector
Eden Belouadah
Arnaud Dapogny
Kévin Bailly
ObjDCLL
302
1
0
11 Sep 2023
Refined Response Distillation for Class-Incremental Player Detection
Refined Response Distillation for Class-Incremental Player Detection
Liang Bai
Hangjie Yuan
Tao Feng
Hong Song
Jian Yang
278
0
0
01 May 2023
Continual Detection Transformer for Incremental Object Detection
Continual Detection Transformer for Incremental Object DetectionComputer Vision and Pattern Recognition (CVPR), 2023
Yaoyao Liu
Bernt Schiele
Andrea Vedaldi
Christian Rupprecht
CLL
247
92
0
06 Apr 2023
Addressing the Challenges of Open-World Object Detection
Addressing the Challenges of Open-World Object Detection
David Pershouse
Feras Dayoub
Dimity Miller
Niko Sünderhauf
ObjD
170
4
0
27 Mar 2023
A Comprehensive Survey of Continual Learning: Theory, Method and
  Application
A Comprehensive Survey of Continual Learning: Theory, Method and ApplicationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Liyuan Wang
Xingxing Zhang
Hang Su
Jun Zhu
KELMCLL
787
1,089
0
31 Jan 2023
Continual Object Detection: A review of definitions, strategies, and
  challenges
Continual Object Detection: A review of definitions, strategies, and challengesNeural Networks (NN), 2022
Angelo G. Menezes
Gustavo de Moura
Cézanne Alves
André C. P. L. F. de Carvalho
ObjD
242
66
0
30 May 2022
Overcoming Catastrophic Forgetting in Incremental Object Detection via
  Elastic Response Distillation
Overcoming Catastrophic Forgetting in Incremental Object Detection via Elastic Response DistillationComputer Vision and Pattern Recognition (CVPR), 2022
Tao Feng
Mang Wang
Hangjie Yuan
ObjDCLL
244
125
0
05 Apr 2022
Response-based Distillation for Incremental Object Detection
Response-based Distillation for Incremental Object Detection
Tao Feng
Mang Wang
ObjDCLL
281
1
0
26 Oct 2021
Recent Advances of Continual Learning in Computer Vision: An Overview
Recent Advances of Continual Learning in Computer Vision: An OverviewIET Computer Vision (ICV), 2021
Haoxuan Qu
Hossein Rahmani
Kepeng Xu
Bryan M. Williams
Jun Liu
VLMCLL
523
99
0
23 Sep 2021
DIODE: Dilatable Incremental Object Detection
DIODE: Dilatable Incremental Object DetectionPattern Recognition (Pattern Recogn.), 2021
Can Peng
Kun-li Zhao
Sam Maksoud
Tianren Wang
Brian C. Lovell
CLLObjD
196
13
0
12 Aug 2021
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