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
Minimizing Hyperbolic Embedding Distortion with LLM-Guided Hierarchy RestructuringInternational Conference on Knowledge Capture (K-CAP), 2025 M. Ayoughi P. Mettes Paul T. Groth 40 0 0 16 Nov 2025
CaMiT: A Time-Aware Car Model Dataset for Classification and Generation Frédéric LIN Biruk Abere Ambaw Adrian Daniel Popescu Hejer Ammar Romaric Audigier Hervé Le Borgne VLM AI4TS 222 0 0 20 Oct 2025
Domain Generalizable Continual Learning Hongwei Yan Guanglong Sun Zhiqi Kang Yi Zhong Liyuan Wang CLL OOD VLM 132 0 0 19 Oct 2025
Continual Knowledge Consolidation LORA for Domain Incremental Learning Naeem Paeedeh Mahardhika Pratama Weiping Ding Jimmy Cao Wolfgang Mayer Ryszard Kowalczyk CLL MoMe 136 0 0 17 Oct 2025
Your VAR Model is Secretly an Efficient and Explainable Generative Classifier Yi-Chung Chen David I. Inouye Jing Gao DiffM VLM 96 0 0 14 Oct 2025
Personalized Vision via Visual In-Context Learning Yuxin Jiang Yuchao Gu Yiren Song Ivor Tsang Mike Zheng Shou VLM 118 8 0 29 Sep 2025
Simulated Cortical Magnification Supports Self-Supervised Object Learning Zhengyang Yu A. Aubret Chen Yu Jochen Triesch 66 0 0 19 Sep 2025
MOCHA: Multi-modal Objects-aware Cross-arcHitecture Alignment Elena Camuffo F. Barbato Mete Ozay Simone Milani Umberto Michieli ObjD 259 1 0 17 Sep 2025
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 173 1 0 19 Aug 2025
SAGE: Scale-Aware Gradual Evolution for Continual Knowledge Graph Embedding Yifei Li Lingling Zhang Hang Yan Tianzhe Zhao Zihan Ma Muye Huang Jun Liu CLL 72 0 0 15 Aug 2025
Statistical Theory of Multi-stage Newton Iteration Algorithm for Online Continual Learning Xinjia Lu Chuhan Wang Qian Zhao Lixing Zhu Xuehu Zhu 100 0 0 10 Aug 2025
Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting Yuyang Liu Qiuhe Hong Linlan Huang Alexandra Gomez-Villa Dipam Goswami Xialei Liu Joost van de Weijer Yonghong Tian CLL KELM VLM 161 0 0 06 Aug 2025
Continual Hyperbolic Learning of Instances and Classes M. Ayoughi Mina Ghadimi Atigh Mohammad Mahdi Derakhshani Cees G. M. Snoek Pascal Mettes Paul T. Groth CLL 272 2 0 12 Jun 2025
SHIELD: Secure Hypernetworks for Incremental Expansion Learning Defense Patryk Krukowski Łukasz Gorczyca Piotr Helm Kamil Ksiazek Przemysław Spurek AAML CLL 159 0 0 09 Jun 2025
Beyond CLIP Generalization: Against Forward&Backward Forgetting Adapter for Continual Learning of Vision-Language Models Songlin Dong Chenhao Ding Jiangyang Li Jizhou Han Qiang Wang Yuhang He Yihong Gong CLL VLM 303 1 0 12 May 2025
Autoencoder-Based Hybrid Replay for Class-Incremental Learning Milad Khademi Nori Il-Min Kim Guanghui Wang CLL 361 0 0 09 May 2025
Semi-parametric Memory Consolidation: Towards Brain-like Deep Continual Learning Geng Liu Fei Zhu Rong Feng Zhiqiang Yi Shiqi Wang Gaofeng Meng Zhaoxiang Zhang CLL 149 0 0 20 Apr 2025
Continual Learning Strategies for 3D Engineering Regression Problems: A Benchmarking StudyJournal of Computing and Information Science in Engineering (JCISE), 2025 Kaira M. Samuel Faez Ahmed 316 1 0 16 Apr 2025
Prototype-Based Continual Learning with Label-free Replay Buffer and Cluster Preservation Loss Agil Aghasanli Yi Li Plamen Angelov CLL VLM 167 5 0 09 Apr 2025
Evaluating Multimodal Language Models as Visual Assistants for Visually Impaired UsersAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Antonia Karamolegkou Malvina Nikandrou Georgios Pantazopoulos Danae Sanchez Villegas Phillip Rust Ruchira Dhar Daniel Hershcovich Anders Søgaard 205 2 0 28 Mar 2025
HORT: Monocular Hand-held Objects Reconstruction with Transformers Zerui Chen Rolandos Alexandros Potamias Shizhe Chen Cordelia Schmid 3DH 279 3 0 27 Mar 2025
Stochastic Engrams for Efficient Continual Learning with Binarized Neural Networks Isabelle Aguilar Luis Fernando Herbozo Contreras Omid Kavehei 287 1 0 27 Mar 2025
Incremental Object Keypoint LearningComputer Vision and Pattern Recognition (CVPR), 2025 Mingfu Liang Jiahuan Zhou Xu Zou Ying Wu CLL 269 1 0 26 Mar 2025
Continual Learning With Quasi-Newton MethodsIEEE Access (IEEE Access), 2021 Steven Vander Eeckt Hugo Van hamme CLL BDL 233 0 0 25 Mar 2025
DualCP: Rehearsal-Free Domain-Incremental Learning via Dual-Level Concept PrototypeAAAI Conference on Artificial Intelligence (AAAI), 2025 Qiang Wang Yuhang He Songlin Dong Xiang Song Jizhou Han Haoyu Luo Yihong Gong CLL 295 4 0 23 Mar 2025
H2ST: Hierarchical Two-Sample Tests for Continual Out-of-Distribution DetectionComputer Vision and Pattern Recognition (CVPR), 2025 Yuhang Liu Wenjie Zhao Yunhui Guo OODD 191 1 0 19 Mar 2025
Ferret: An Efficient Online Continual Learning Framework under Varying Memory ConstraintsComputer Vision and Pattern Recognition (CVPR), 2025 Yuhao Zhou Yuxin Tian Jindi Lv Mingjia Shi Yuanxi Li Qing Ye Shuhao Zhang Jiancheng Lv CLL 218 1 0 15 Mar 2025
Generative Binary Memory: Pseudo-Replay Class-Incremental Learning on Binarized Embeddings Yanis Basso-Bert Anca Molnos Romain Lemaire William Guicquero Antoine Dupret BDL 279 0 0 13 Mar 2025
Continual Text-to-Video Retrieval with Frame Fusion and Task-Aware RoutingAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Zecheng Zhao Zhi Chen Zi-Rui Huang S. Sadiq Tong Chen 416 0 0 13 Mar 2025
STCKGE:Continual Knowledge Graph Embedding Based on Spatial TransformationKnowledge-Based Systems (KBS), 2025 Xinyu Wang Jinshuo Liu Cheng Bi Meng Wang Meng Wang Juan Deng Jeff Pan 180 0 0 11 Mar 2025
Towards Experience Replay for Class-Incremental Learning in Fully-Binary Networks Yanis Basso-Bert Anca Molnos Romain Lemaire William Guicquero Antoine Dupret CLL 264 0 0 10 Mar 2025
Universal Incremental Learning: Mitigating Confusion from Inter- and Intra-task Distribution Randomness Sheng Luo Yi Zhou Tao Zhou CLL 326 0 0 10 Mar 2025
CLDyB: Towards Dynamic Benchmarking for Continual Learning with Pre-trained ModelsInternational Conference on Learning Representations (ICLR), 2025 Shengzhuang Chen Yikai Liao Xiaoxiao Sun Kede Ma Ying Wei 328 1 0 06 Mar 2025
Exploring Open-world Continual Learning with Knowns-Unknowns Knowledge Transfer Yujie Li Guannan Lai Xin Yang Yongbin Li Marcello Bonsangue Tianrui Li CLL VLM 310 1 0 27 Feb 2025
PVBF: A Framework for Mitigating Parameter Variation Imbalance in Online Continual LearningNeural Networks (NN), 2025 Zelin Tao Hao Deng Mingqing Liu Lijun Zhang Shengjie Zhao CLL 297 0 0 25 Feb 2025
Controllable Forgetting Mechanism for Few-Shot Class-Incremental LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025 Kirill Paramonov Mete Ozay Eunju Yang J. Moon Umberto Michieli 207 1 0 28 Jan 2025
Human Gaze Boosts Object-Centered Representation Learning Timothy Schaumlöffel A. Aubret Gemma Roig Jochen Triesch 294 1 0 06 Jan 2025
Expert Routing with Synthetic Data for Continual Learning Yewon Byun Sanket Vaibhav Mehta Saurabh Garg Emma Strubell Michael Oberst Bryan Wilder Zachary Chase Lipton 449 0 0 22 Dec 2024
Balanced Gradient Sample Retrieval for Enhanced Knowledge Retention in Proxy-based Continual Learning Hongye Xu Jan Wasilewski Bartosz Krawczyk CLL 334 0 0 19 Dec 2024
Online-LoRA: Task-free Online Continual Learning via Low Rank AdaptationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Xiwen Wei Guihong Li R. Marculescu 189 12 0 08 Nov 2024
Task Confusion and Catastrophic Forgetting in Class-Incremental Learning: A Mathematical Framework for Discriminative and Generative ModelingsNeural Information Processing Systems (NeurIPS), 2024 Milad Khademi Nori Il-Min Kim CLL 168 4 0 28 Oct 2024
Dual Consolidation for Pre-Trained Model-Based Domain-Incremental LearningComputer Vision and Pattern Recognition (CVPR), 2024 Da-Wei Zhou Zi-Wen Cai Han-Jia Ye Lijun Zhang De-Chuan Zhan CLL AI4CE 351 9 0 01 Oct 2024
PoseAdapt: Sustainable Human Pose Estimation via Continual Learning Benchmarks and Toolkit Muhammad Saif Ullah Khan Didier Stricker CLL 333 2 0 30 Sep 2024
How green is continual learning, really? Analyzing the energy consumption in continual training of vision foundation models Tomaso Trinci Simone Magistri Roberto Verdecchia Andrew D. Bagdanov CLL 183 2 0 27 Sep 2024
Tiny Robotics Dataset and Benchmark for Continual Object Detection Francesco Pasti Riccardo De Monte Davide Dalle Pezze Gian Antonio Susto Nicola Bellotto 253 3 0 24 Sep 2024
Versatile Incremental Learning: Towards Class and Domain-Agnostic Incremental LearningEuropean Conference on Computer Vision (ECCV), 2024 Min-Yeong Park Jae-Ho Lee Gyeong-Moon Park CLL 236 6 0 17 Sep 2024
A Continual and Incremental Learning Approach for TinyML On-device Training Using Dataset Distillation and Model Size AdaptionIndustrial Cyber-Physical Systems (ICPS), 2024 Marcus Rüb Philipp Tuchel Patrick Selle Daniel Mueller-Gritschneder 252 6 0 11 Sep 2024
Diffusion Model Meets Non-Exemplar Class-Incremental Learning and Beyond Jichuan Zhang Yali Li Xin Liu Shengjin Wang DiffM 257 2 0 06 Aug 2024
The Need for a Big World Simulator: A Scientific Challenge for Continual Learning Saurabh Kumar Hong Jun Jeon Alex Lewandowski Benjamin Van Roy 157 3 0 06 Aug 2024
Multi-Site Class-Incremental Learning with Weighted Experts in Echocardiography Kit M. Bransby Woo-Jin Cho Kim Jorge Oliveira Alex Thorley A. Beqiri Alberto Gómez A. Chartsias OOD 187 0 0 31 Jul 2024