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Learning without Forgetting

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,270 papers shown

Title
MCF-VC: Mitigate Catastrophic Forgetting in Class-Incremental Learning for Multimodal Video Captioning Huiyu Xiong Lanxiao Wang Heqian Qiu Taijin Zhao Benliu Qiu Hongliang Li CLL 72 1 0 27 Feb 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 134 21 0 27 Feb 2024
CorpusBrain++: A Continual Generative Pre-Training Framework for Knowledge-Intensive Language Tasks Jiafeng Guo Changjiang Zhou Ruqing Zhang Jiangui Chen Maarten de Rijke Yixing Fan Xueqi Cheng CLL 90 8 0 26 Feb 2024
ConSept: Continual Semantic Segmentation via Adapter-based Vision Transformer Bowen Dong Guanglei Yang W. Zuo Lei Zhang 93 1 0 26 Feb 2024
Graph Learning under Distribution Shifts: A Comprehensive Survey on Domain Adaptation, Out-of-distribution, and Continual Learning Man Wu Xin-Yang Zheng Qin Zhang Xiao Shen Xiong Luo Xingquan Zhu Shirui Pan OOD 151 12 0 26 Feb 2024
One-stage Prompt-based Continual Learning Youngeun Kim Yuhang Li Priyadarshini Panda VLM CLL 73 7 0 25 Feb 2024
Making Pre-trained Language Models Better Continual Few-Shot Relation Extractors Shengkun Ma Jiale Han Yi Liang Bo Cheng CLL VLM 77 8 0 24 Feb 2024
Source-Guided Similarity Preservation for Online Person Re-Identification Hamza Rami Jhony H. Giraldo Nicolas Winckler Stéphane Lathuilière CLL 76 4 0 23 Feb 2024
Exploring Emerging Trends in 5G Malicious Traffic Analysis and Incremental Learning Intrusion Detection Strategies Zihao Wang K. Fok V. Thing 69 3 0 22 Feb 2024
COPR: Continual Human Preference Learning via Optimal Policy Regularization Han Zhang Lin Gui Yu Lei Yuanzhao Zhai Yehong Zhang ... Hui Wang Yue Yu Kam-Fai Wong Bin Liang Ruifeng Xu CLL 95 5 0 22 Feb 2024
DSLR: Diversity Enhancement and Structure Learning for Rehearsal-based Graph Continual Learning Seungyoon Choi Wonjoong Kim Sungwon Kim Yeonjun In Sein Kim Chanyoung Park CLL 99 6 0 21 Feb 2024
Towards Robust Graph Incremental Learning on Evolving Graphs Junwei Su Difan Zou Zijun Zhang Chuan Wu CLL OOD 102 21 0 20 Feb 2024
Structural Knowledge Informed Continual Multivariate Time Series Forecasting Zijie Pan Yushan Jiang Dongjin Song Sahil Garg Kashif Rasul Anderson Schneider Yuriy Nevmyvaka CLL AI4TS 89 3 0 20 Feb 2024
Efficient Parameter Mining and Freezing for Continual Object Detection Angelo G. Menezes Augusto J. Peterlevitz Mateus A. Chinelatto André C. P. L. F. de Carvalho 67 0 0 20 Feb 2024
Neuro-mimetic Task-free Unsupervised Online Learning with Continual Self-Organizing Maps Hitesh U. Vaidya Travis J. Desell A. Mali Alexander Ororbia CLL 66 2 0 19 Feb 2024
Class-incremental Learning for Time Series: Benchmark and Evaluation Zhongzheng Qiao Quang Pham Zhen Cao Hoang H Le Ponnuthurai Nagaratnam Suganthan Xudong Jiang Savitha Ramasamy 101 10 0 19 Feb 2024
Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks Mingqing Xiao Qingyan Meng Zongpeng Zhang D.K. He Zhouchen Lin CLL 110 8 0 19 Feb 2024
Continual Learning on Graphs: Challenges, Solutions, and Opportunities Xikun Zhang Dongjin Song Dacheng Tao CLL 83 10 0 18 Feb 2024
Incremental Sequence Labeling: A Tale of Two Shifts Shengjie Qiu Junhao Zheng Zhen Liu Yicheng Luo Qianli Ma CLL 82 7 0 16 Feb 2024
Evaluating and Improving Continual Learning in Spoken Language Understanding Muqiao Yang Xiang Li Umberto Cappellazzo Shinji Watanabe Bhiksha Raj CLL 86 0 0 16 Feb 2024
Is Continual Learning Ready for Real-world Challenges? Theodora Kontogianni Yuanwen Yue Siyu Tang Konrad Schindler CLL 120 3 0 15 Feb 2024
Balancing the Causal Effects in Class-Incremental Learning Junhao Zheng Ruiyan Wang Chongzhi Zhang Hu Feng Qianli Ma CML CLL 108 0 0 15 Feb 2024
TinyCL: An Efficient Hardware Architecture for Continual Learning on Autonomous Systems Eugenio Ressa Alberto Marchisio Maurizio Martina Guido Masera Mohamed Bennai 135 0 0 15 Feb 2024
Variational Continual Test-Time Adaptation Fan Lyu Kaile Du Yuyang Li Hanyu Zhao Zhang Zhang Guangcan Liu Liang Wang TTA BDL 83 6 0 13 Feb 2024
A novel spatial-frequency domain network for zero-shot incremental learning Jie Ren Yang Zhao Weichuan Zhang Changming Sun CLL 26 1 0 11 Feb 2024
Continual Learning on Graphs: A Survey Zonggui Tian Duanhao Zhang Hong-Ning Dai 105 5 0 09 Feb 2024
Privacy-Preserving Synthetic Continual Semantic Segmentation for Robotic Surgery Mengya Xu Mobarakol Islam Long Bai Hongliang Ren 71 6 0 08 Feb 2024
TaE: Task-aware Expandable Representation for Long Tail Class Incremental Learning Linjie Li S. Liu Zhenyu Wu JI yang CLL 66 0 0 08 Feb 2024
Towards Improved Imbalance Robustness in Continual Multi-Label Learning with Dual Output Spiking Architecture (DOSA) Sourav Mishra Shirin Dora Suresh Sundaram OOD 76 1 0 07 Feb 2024
OVOR: OnePrompt with Virtual Outlier Regularization for Rehearsal-Free Class-Incremental Learning Wei-Cheng Huang Chun-Fu Chen Hsiang Hsu VLM 68 11 0 06 Feb 2024
Elastic Feature Consolidation for Cold Start Exemplar-Free Incremental Learning Simone Magistri Tomaso Trinci Albin Soutif--Cormerais Joost van de Weijer Andrew D. Bagdanov 108 24 0 06 Feb 2024
Continual Domain Adversarial Adaptation via Double-Head Discriminators Yan Shen Zhanghexuan Ji Chunwei Ma Mingchen Gao TTA 82 2 0 05 Feb 2024
Learning from Teaching Regularization: Generalizable Correlations Should be Easy to Imitate Can Jin Tong Che Hongwu Peng Yiyuan Li Dimitris N. Metaxas Marco Pavone 135 47 0 05 Feb 2024
CORE: Mitigating Catastrophic Forgetting in Continual Learning through Cognitive Replay Jianshu Zhang Yankai Fu Ziheng Peng Dongyu Yao Kun He CLL 94 1 0 02 Feb 2024
Class incremental learning with probability dampening and cascaded gated classifier Jary Pomponi Alessio Devoto Simone Scardapane CLL 63 0 0 02 Feb 2024
Few-Shot Class-Incremental Learning with Prior Knowledge Wenhao Jiang Duo Li Menghan Hu Guangtao Zhai Xiaokang Yang Xiao-Ping Zhang CLL 69 1 0 02 Feb 2024
Vaccine: Perturbation-aware Alignment for Large Language Model Tiansheng Huang Sihao Hu Ling Liu 119 49 0 02 Feb 2024
Benchmarking Sensitivity of Continual Graph Learning for Skeleton-Based Action Recognition Wei Wei Tom De Schepper Kevin Mets 105 2 0 31 Jan 2024
Understanding polysemanticity in neural networks through coding theory Simon C. Marshall Jan H. Kirchner FAtt MILM AAML 64 10 0 31 Jan 2024
Object-Driven One-Shot Fine-tuning of Text-to-Image Diffusion with Prototypical Embedding Jianxiang Lu Cong Xie Hui Guo DiffM 188 5 0 28 Jan 2024
Face to Cartoon Incremental Super-Resolution using Knowledge Distillation Trinetra Devkatte S. Dubey Satish Kumar Singh Abdenour Hadid CLL CVBM SupR 79 0 0 27 Jan 2024
Towards Lifelong Scene Graph Generation with Knowledge-ware In-context Prompt Learning Tao He Tongtong Wu Dongyang Zhang Guiduo Duan Ke Qin Yuan-Fang Li CLL 96 1 0 26 Jan 2024
Topology-aware Embedding Memory for Continual Learning on Expanding Networks Xikun Zhang Dongjin Song Yixin Chen Dacheng Tao 80 5 0 24 Jan 2024
DeepCERES: A Deep learning method for cerebellar lobule segmentation using ultra-high resolution multimodal MRI Sergio Morell-Ortega Marina Ruiz-Perez Marien Gadea Roberto Vivó Hernando Gregorio Rubio F. Aparici-Robles M. Iglesia-Vayá G. Catheline Pierrick Coupé J. V. Manjón 26 5 0 22 Jan 2024
CloSe: A 3D Clothing Segmentation Dataset and Model Dimitrije Antic Garvita Tiwari Batuhan Ozcomlekci R. Marin Gerard Pons-Moll 3DPC 3DH 41 11 0 22 Jan 2024
Memory-Efficient Prompt Tuning for Incremental Histopathology Classification Yu Zhu Kang Li Lequan Yu Pheng-Ann Heng VLM 64 0 0 22 Jan 2024
INCPrompt: Task-Aware incremental Prompting for Rehearsal-Free Class-incremental Learning Zhiyuan Wang Xiaoyang Qu Jing Xiao Bokui Chen Jianzong Wang CLL 105 2 0 22 Jan 2024
P2DT: Mitigating Forgetting in task-incremental Learning with progressive prompt Decision Transformer Zhiyuan Wang Xiaoyang Qu Jing Xiao Bokui Chen Jianzong Wang CLL OffRL 38 1 0 22 Jan 2024
Hierarchical Prompts for Rehearsal-free Continual Learning Yukun Zuo Hantao Yao Lu Yu Liansheng Zhuang Changsheng Xu CLL VLM 60 1 0 21 Jan 2024
Towards Open-World Gesture Recognition Junxiao Shen Matthias De Lange X. Xu Enmin Zhou Ran Tan Naveen Suda Maciej Lazarewicz Per Ola Kristensson Amy Karlson Evan Strasnick 47 3 0 20 Jan 2024