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Wanderlust: Online Continual Object Detection in the Real World
v1v2 (latest)

Wanderlust: Online Continual Object Detection in the Real World

IEEE International Conference on Computer Vision (ICCV), 2021
25 August 2021
Jianren Wang
Xin Wang
Shang-Guan Yue
Abhinav Gupta
ArXiv (abs)PDFHTMLGithub

Papers citing "Wanderlust: Online Continual Object Detection in the Real World"

33 / 33 papers shown
Real-time Continual Learning on Intel Loihi 2
Real-time Continual Learning on Intel Loihi 2
Elvin Hajizada
Danielle Rager
Timothy M. Shea
L. Campos-Macias
Andreas Wild
Eyke Hüllermeier
Yulia Sandamirskaya
Mike Davies
CLLOffRL
303
1
0
03 Nov 2025
RICO: Two Realistic Benchmarks and an In-Depth Analysis for Incremental Learning in Object Detection
RICO: Two Realistic Benchmarks and an In-Depth Analysis for Incremental Learning in Object Detection
Matthias Neuwirth-Trapp
Maarten Bieshaar
Danda Pani Paudel
Luc Van Gool
449
2
0
19 Aug 2025
Hierarchical Visual Prompt Learning for Continual Video Instance Segmentation
Hierarchical Visual Prompt Learning for Continual Video Instance Segmentation
Jiahua Dong
Hui Yin
Wenqi Liang
Hanbin Zhao
Henghui Ding
Nicu Sebe
Salman Khan
Fahad Shahbaz Khan
VLM
196
3
0
12 Aug 2025
CRAM: Large-scale Video Continual Learning with Bootstrapped Compression
CRAM: Large-scale Video Continual Learning with Bootstrapped Compression
Shivani Mall
Joao F. Henriques
CLLVLM
233
0
0
07 Aug 2025
Ranking-aware Continual Learning for LiDAR Place Recognition
Ranking-aware Continual Learning for LiDAR Place Recognition
Xufei Wang
Gengxuan Tian
Siyue Tao
T. Feng
Qiwen Gu
Qiankun Yu
Tiantian Feng
CLL
443
3
0
12 May 2025
Memory Storyboard: Leveraging Temporal Segmentation for Streaming Self-Supervised Learning from Egocentric Videos
Memory Storyboard: Leveraging Temporal Segmentation for Streaming Self-Supervised Learning from Egocentric Videos
Yanlai Yang
Mengye Ren
1.2K
2
0
21 Jan 2025
TiROD: Tiny Robotics Dataset and Benchmark for Continual Object Detection
TiROD: Tiny Robotics Dataset and Benchmark for Continual Object Detection
Francesco Pasti
Riccardo De Monte
Davide Dalle Pezze
Gian Antonio Susto
Nicola Bellotto
ObjD
447
4
0
24 Sep 2024
VLM-Vac: Enhancing Smart Vacuums through VLM Knowledge Distillation and
  Language-Guided Experience Replay
VLM-Vac: Enhancing Smart Vacuums through VLM Knowledge Distillation and Language-Guided Experience ReplayIEEE International Conference on Robotics and Automation (ICRA), 2024
Reihaneh Mirjalili
Michael Krawez
Florian Walter
Wolfram Burgard
243
2
0
21 Sep 2024
Center-Sensitive Kernel Optimization for Efficient On-Device Incremental
  Learning
Center-Sensitive Kernel Optimization for Efficient On-Device Incremental Learning
Xiaoxu Feng
Yan Li
De Cheng
N. Wang
Jiawei Han
CLL
249
2
0
13 Jun 2024
Coreset Selection for Object Detection
Coreset Selection for Object Detection
Hojun Lee
Suyoung Kim
Junhoo Lee
Jaeyoung Yoo
Nojun Kwak
308
22
0
14 Apr 2024
AIDE: An Automatic Data Engine for Object Detection in Autonomous
  Driving
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
241
40
0
26 Mar 2024
Reawakening knowledge: Anticipatory recovery from catastrophic
  interference via structured training
Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured trainingNeural Information Processing Systems (NeurIPS), 2024
Yanlai Yang
Matt Jones
Michael C. Mozer
Mengye Ren
304
4
0
14 Mar 2024
BSDP: Brain-inspired Streaming Dual-level Perturbations for Online Open
  World Object Detection
BSDP: Brain-inspired Streaming Dual-level Perturbations for Online Open World Object Detection
Yu Chen
Liyan Ma
Liping Jing
Jian-hong Yu
346
7
0
05 Mar 2024
TiC-CLIP: Continual Training of CLIP Models
TiC-CLIP: Continual Training of CLIP ModelsInternational Conference on Learning Representations (ICLR), 2023
Saurabh Garg
Mehrdad Farajtabar
Hadi Pouransari
Raviteja Vemulapalli
Sachin Mehta
Oncel Tuzel
Vaishaal Shankar
Fartash Faghri
VLMCLIP
407
44
0
24 Oct 2023
Adaptive Visual Scene Understanding: Incremental Scene Graph Generation
Adaptive Visual Scene Understanding: Incremental Scene Graph GenerationNeural Information Processing Systems (NeurIPS), 2023
Naitik Khandelwal
Xiao Liu
Mengmi Zhang
CLL
408
7
0
02 Oct 2023
Inherit with Distillation and Evolve with Contrast: Exploring Class
  Incremental Semantic Segmentation Without Exemplar Memory
Inherit with Distillation and Evolve with Contrast: Exploring Class Incremental Semantic Segmentation Without Exemplar MemoryIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Danpei Zhao
Bo Yuan
Z. Shi
VLMCLL
303
23
0
27 Sep 2023
An Outlook into the Future of Egocentric Vision
An Outlook into the Future of Egocentric VisionInternational Journal of Computer Vision (IJCV), 2023
Chiara Plizzari
Gabriele Goletto
Antonino Furnari
Siddhant Bansal
Francesco Ragusa
G. Farinella
Dima Damen
Tatiana Tommasi
EgoV
345
85
0
14 Aug 2023
Balanced Destruction-Reconstruction Dynamics for Memory-replay Class
  Incremental Learning
Balanced Destruction-Reconstruction Dynamics for Memory-replay Class Incremental LearningIEEE Transactions on Image Processing (IEEE TIP), 2023
Yuhang Zhou
Jiangchao Yao
Feng Hong
Ya Zhang
Yanfeng Wang
329
13
0
03 Aug 2023
EgoAdapt: A multi-stream evaluation study of adaptation to real-world
  egocentric user video
EgoAdapt: A multi-stream evaluation study of adaptation to real-world egocentric user video
Matthias De Lange
H. Eghbalzadeh
Reuben Tan
Michael L. Iuzzolino
Franziska Meier
Karl Ridgeway
EgoV
174
1
0
11 Jul 2023
Preserving Linear Separability in Continual Learning by Backward Feature
  Projection
Preserving Linear Separability in Continual Learning by Backward Feature ProjectionComputer Vision and Pattern Recognition (CVPR), 2023
Qiao Gu
Dongsub Shim
Florian Shkurti
CLLKELM
376
17
0
26 Mar 2023
CoVIO: Online Continual Learning for Visual-Inertial Odometry
CoVIO: Online Continual Learning for Visual-Inertial Odometry
Niclas Vodisch
Daniele Cattaneo
Wolfram Burgard
Abhinav Valada
323
25
0
17 Mar 2023
Dynamic Y-KD: A Hybrid Approach to Continual Instance Segmentation
Dynamic Y-KD: A Hybrid Approach to Continual Instance Segmentation
M. Fortin
B. Chaib-draa
CLL
346
1
0
10 Mar 2023
Streaming Active Learning with Deep Neural Networks
Streaming Active Learning with Deep Neural NetworksInternational Conference on Machine Learning (ICML), 2023
Akanksha Saran
Safoora Yousefi
A. Krishnamurthy
John Langford
Jordan T. Ash
414
26
0
05 Mar 2023
Predicting Class Distribution Shift for Reliable Domain Adaptive Object
  Detection
Predicting Class Distribution Shift for Reliable Domain Adaptive Object DetectionIEEE Robotics and Automation Letters (RA-L), 2023
N. H. Chapman
Feras Dayoub
Will N. Browne
Christopher F. Lehnert
358
11
0
13 Feb 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
956
1,280
0
31 Jan 2023
Bridging Images and Videos: A Simple Learning Framework for Large
  Vocabulary Video Object Detection
Bridging Images and Videos: A Simple Learning Framework for Large Vocabulary Video Object DetectionEuropean Conference on Computer Vision (ECCV), 2022
Sanghyun Woo
Kwanyong Park
Seoung Wug Oh
In So Kweon
Joon-Young Lee
VLMVOS
204
7
0
20 Dec 2022
Improving Replay-Based Continual Semantic Segmentation with Smart Data
  Selection
Improving Replay-Based Continual Semantic Segmentation with Smart Data Selection
Tobias Kalb
Björn Mauthe
Jürgen Beyerer
CLL
185
14
0
20 Sep 2022
UC-OWOD: Unknown-Classified Open World Object Detection
UC-OWOD: Unknown-Classified Open World Object DetectionEuropean Conference on Computer Vision (ECCV), 2022
Zhi-zong Wu
Yue Lu
Xingyu Chen
Zhengxing Wu
Liwen Kang
Junzhi Yu
339
75
0
23 Jul 2022
Label-Efficient Online Continual Object Detection in Streaming Video
Label-Efficient Online Continual Object Detection in Streaming VideoIEEE International Conference on Computer Vision (ICCV), 2022
Jay Zhangjie Wu
David Junhao Zhang
Wynne Hsu
Mengmi Zhang
Mike Zheng Shou
CLL
257
22
0
01 Jun 2022
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
336
70
0
30 May 2022
Recent Trends in 2D Object Detection and Applications in Video Event
  Recognition
Recent Trends in 2D Object Detection and Applications in Video Event Recognition
Prithwish Jana
Partha Pratim Mohanta
288
1
0
07 Feb 2022
CORA: Benchmarks, Baselines, and Metrics as a Platform for Continual
  Reinforcement Learning Agents
CORA: Benchmarks, Baselines, and Metrics as a Platform for Continual Reinforcement Learning Agents
Sam Powers
Eliot Xing
Eric Kolve
Roozbeh Mottaghi
Abhinav Gupta
OffRL
434
46
0
19 Oct 2021
The Surprising Positive Knowledge Transfer in Continual 3D Object Shape
  Reconstruction
The Surprising Positive Knowledge Transfer in Continual 3D Object Shape ReconstructionInternational Conference on 3D Vision (3DV), 2021
Anh Thai
Stefan Stojanov
Zixuan Huang
Isaac Rehg
James M. Rehg
CLL
346
3
0
18 Jan 2021
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