CORe50: a New Dataset and Benchmark for Continuous Object Recognition

9 May 2017

Papers citing "CORe50: a New Dataset and Benchmark for Continuous Object Recognition"

50 / 305 papers shown

Title
Center Loss Regularization for Continual Learning Kaustubh Olpadkar Ekta Gavas CLL 158 1 0 21 Oct 2021
Online Continual Learning Via Candidates Voting Jiangpeng He Fengqing Zhu CLL 173 20 0 17 Oct 2021
CLEVA-Compass: A Continual Learning EValuation Assessment Compass to Promote Research Transparency and Comparability Martin Mundt Steven Braun Quentin Delfosse Kristian Kersting 208 38 0 07 Oct 2021
Annotation Cost Reduction of Stream-based Active Learning by Automated Weak Labeling using a Robot Arm Kanata Suzuki Taro Sunagawa Tomotake Sasaki Takashi Katoh 119 3 0 03 Oct 2021
DualNet: Continual Learning, Fast and Slow Quang Pham Chenghao Liu Guosheng Lin CLL 243 49 0 01 Oct 2021
Lifelong 3D Object Recognition and Grasp Synthesis Using Dual Memory Recurrent Self-Organization NetworksNeural Networks (NN), 2021 K. Santhakumar Hamidreza Kasaei CLL 174 15 0 23 Sep 2021
Evaluating Continual Learning Algorithms by Generating 3D Virtual Environments Enrico Meloni Alessandro Betti Lapo Faggi Simone Marullo Matteo Tiezzi S. Melacci 112 5 0 16 Sep 2021
Wanderlust: Online Continual Object Detection in the Real WorldIEEE International Conference on Computer Vision (ICCV), 2021 Jianren Wang Xin Wang Shang-Guan Yue Abhinav Gupta 186 70 0 25 Aug 2021
Adaptive Explainable Continual Learning Framework for Regression Problems with Focus on Power Forecasts Yujiang He AI4TS CLL 142 3 0 24 Aug 2021
Towards unconstrained joint hand-object reconstruction from RGB videos Yana Hasson Gül Varol Ivan Laptev Cordelia Schmid 3DH 279 73 0 16 Aug 2021
Sequoia: A Software Framework to Unify Continual Learning Research Fabrice Normandin Florian Golemo O. Ostapenko Pau Rodríguez López Matthew D Riemer ... Dominic Zhao Timothée Lesort Laurent Charlin Irina Rish Massimo Caccia CLL 377 21 0 02 Aug 2021
Always Be Dreaming: A New Approach for Data-Free Class-Incremental LearningIEEE International Conference on Computer Vision (ICCV), 2021 James Smith Yen-Chang Hsu John C. Balloch Yilin Shen Hongxia Jin Z. Kira CLL 295 192 0 17 Jun 2021
ModelCI-e: Enabling Continual Learning in Deep Learning Serving Systems Yizheng Huang Huaizheng Zhang Yonggang Wen Yang Liu Nguyen Binh Duong Ta CLL VLM 126 13 0 06 Jun 2021
A Procedural World Generation Framework for Systematic Evaluation of Continual Learning Timm Hess Martin Mundt Iuliia Pliushch Visvanathan Ramesh 145 7 0 04 Jun 2021
Continual Learning in Deep Networks: an Analysis of the Last Layer Timothée Lesort Thomas George Irina Rish KELM 186 23 0 03 Jun 2021
Smaller Is Better: An Analysis of Instance Quantity/Quality Trade-off in Rehearsal-based Continual LearningIEEE International Joint Conference on Neural Network (IJCNN), 2021 Francesco Pelosin A. Torsello 200 1 0 28 May 2021
Continual Learning at the Edge: Real-Time Training on Smartphone DevicesThe European Symposium on Artificial Neural Networks (ESANN), 2021 Lorenzo Pellegrini Vincenzo Lomonaco G. Graffieti Davide Maltoni 107 29 0 24 May 2021
Continual World: A Robotic Benchmark For Continual Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2021 Maciej Wołczyk Michal Zajkac Razvan Pascanu Lukasz Kuciñski Piotr Milo's CLL OffRL 272 111 0 23 May 2021
Continual Learning on the Edge with TensorFlow Lite Giorgos Demosthenous Vassilis Vassiliades CLL 124 23 0 05 May 2021
IB-DRR: Incremental Learning with Information-Back Discrete Representation Replay Jian Jiang Edoardo Cetin Oya Celiktutan 114 11 0 21 Apr 2021
Class-Incremental Learning with Generative Classifiers Gido M. van de Ven Zhe Li A. Tolias BDL 144 73 0 20 Apr 2021
Few-shot Continual Learning: a Brain-inspired Approach Liyuan Wang Qian Li Yi Zhong Jun Zhu CLL 107 7 0 19 Apr 2021
Unsupervised Continual Learning Via Pseudo Labels Jiangpeng He Feng Zhu SSL CLL 136 31 0 14 Apr 2021
ORBIT: A Real-World Few-Shot Dataset for Teachable Object RecognitionIEEE International Conference on Computer Vision (ICCV), 2021 Daniela Massiceti L. Zintgraf J. Bronskill Lida Theodorou Matthew Tobias Harris Edward Cutrell C. Morrison Katja Hofmann Simone Stumpf 386 49 0 08 Apr 2021
Tuned Compositional Feature Replays for Efficient Stream LearningIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 Morgan B. Talbot Rushikesh Zawar Rohil Badkundri Mengmi Zhang Gabriel Kreiman CLL 397 2 0 06 Apr 2021
Understanding Continual Learning Settings with Data Distribution Drift Analysis Timothée Lesort Massimo Caccia Irina Rish 217 59 0 04 Apr 2021
Class-incremental Learning using a Sequence of Partial Implicitly Regularized ClassifiersThe Florida AI Research Society (FLAIRS), 2021 Sobirdzhon Bobiev Adil Khan S. M. Ahsan Kazmi CLL 135 0 0 04 Apr 2021
Avalanche: an End-to-End Library for Continual Learning Vincenzo Lomonaco Lorenzo Pellegrini Andrea Cossu Antonio Carta G. Graffieti ... Christopher Kanan Joost van de Weijer Tinne Tuytelaars D. Bacciu Davide Maltoni BDL AI4TS 202 203 0 01 Apr 2021
Distilled Replay: Overcoming Forgetting through Synthetic Samples Andrea Rosasco Antonio Carta Andrea Cossu Vincenzo Lomonaco D. Bacciu DD 205 52 0 29 Mar 2021
Balanced softmax cross-entropy for incremental learning with and without memoryInternational Conference on Artificial Neural Networks (ICANN), 2021 Quentin Jodelet Xin Liu T. Murata CLL 358 31 0 23 Mar 2021
Lifelong Person Re-Identification via Adaptive Knowledge AccumulationComputer Vision and Pattern Recognition (CVPR), 2021 Nan Pu Wei Chen Yu Liu E. Bakker M. Lew CLL 165 110 0 23 Mar 2021
F-SIOL-310: A Robotic Dataset and Benchmark for Few-Shot Incremental Object LearningIEEE International Conference on Robotics and Automation (ICRA), 2021 Ali Ayub Alan R. Wagner CLL 218 12 0 23 Mar 2021
A Modular and Unified Framework for Detecting and Localizing Video AnomaliesIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Keval Doshi Yasin Yılmaz 139 18 0 21 Mar 2021
Learning Novel Objects Continually Through Curiosity Ali Ayub Alan R. Wagner CLL 189 4 0 13 Mar 2021
Continual Learning for Recurrent Neural Networks: an Empirical EvaluationNeural Networks (NN), 2021 Andrea Cossu Antonio Carta Vincenzo Lomonaco D. Bacciu CLL 244 117 0 12 Mar 2021
Continuous Coordination As a Realistic Scenario for Lifelong LearningInternational Conference on Machine Learning (ICML), 2021 Hadi Nekoei Akilesh Badrinaaraayanan Aaron Courville Sarath Chandar CLL OffRL 147 50 0 04 Mar 2021
Continuum: Simple Management of Complex Continual Learning Scenarios Arthur Douillard Timothée Lesort 115 40 0 11 Feb 2021
Self-Attention Meta-Learner for Continual LearningAdaptive Agents and Multi-Agent Systems (AAMAS), 2021 Ghada Sokar Decebal Constantin Mocanu Mykola Pechenizkiy CLL 85 12 0 28 Jan 2021
Online Continual Learning in Image Classification: An Empirical SurveyNeurocomputing (Neurocomputing), 2021 Zheda Mai Ruiwen Li Jihwan Jeong David Quispe Hyunwoo J. Kim Scott Sanner VLM CLL 442 470 0 25 Jan 2021
Memory-Efficient Semi-Supervised Continual Learning: The World is its Own Replay BufferIEEE International Joint Conference on Neural Network (IJCNN), 2021 James Smith Jonathan C. Balloch Yen-Chang Hsu Z. Kira CLL 397 46 0 23 Jan 2021
Continual Learning of Knowledge Graph EmbeddingsIEEE Robotics and Automation Letters (RA-L), 2021 A. Daruna Mehul Gupta Mohan Sridharan Sonia Chernova CLL 144 63 0 14 Jan 2021
CLeaR: An Adaptive Continual Learning Framework for Regression TasksAI Perspectives (AP), 2021 Yujiang He Bernhard Sick CLL 215 42 0 04 Jan 2021
Efficient Continual Learning with Modular Networks and Task-Driven PriorsInternational Conference on Learning Representations (ICLR), 2020 Tom Véniat Ludovic Denoyer MarcÁurelio Ranzato CLL 245 105 0 23 Dec 2020
IIRC: Incremental Implicitly-Refined ClassificationComputer Vision and Pattern Recognition (CVPR), 2020 Mohamed Abdelsalam Mojtaba Faramarzi Shagun Sodhani A. Chandar CLL 164 32 0 23 Dec 2020
Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road AheadIEEE Access (IEEE Access), 2020 Maurizio Capra Beatrice Bussolino Alberto Marchisio Guido Masera Maurizio Martina Mohamed Bennai BDL 271 171 0 21 Dec 2020
Continual Lifelong Learning in Natural Language Processing: A SurveyInternational Conference on Computational Linguistics (COLING), 2020 Magdalena Biesialska Katarzyna Biesialska Marta R. Costa-jussá KELM CLL 235 246 0 17 Dec 2020
Towards Recognizing New Semantic Concepts in New Visual Domains Goran Frehse OOD 225 0 0 16 Dec 2020
Knowledge Capture and Replay for Continual LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 Saisubramaniam Gopalakrishnan Pranshu Ranjan Singh Haytham M. Fayek Savitha Ramasamy Arulmurugan Ambikapathi CLL 176 18 0 12 Dec 2020
Continual Adaptation of Visual Representations via Domain Randomization and Meta-learning Riccardo Volpi Diane Larlus Grégory Rogez VLM OOD CLL 225 81 0 08 Dec 2020
PLOP: Learning without Forgetting for Continual Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2020 Arthur Douillard Yifu Chen Arnaud Dapogny Matthieu Cord CLL 274 283 0 23 Nov 2020