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Learning without Forgetting

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,270 papers shown

Title
AWF: Adaptive Weight Fusion for Enhanced Class Incremental Semantic Segmentation Zechao Sun Shuying Piao Weitong Chen Chang George Dong Lin Yue Weitong Chen Luping Zhou CLL 98 1 0 01 Jul 2025
CalFuse: Feature Calibration Enhanced Parameter Fusion for Class-Continual Learning Jiaxin Guo Xiaoguang Zhu Xiaoguang Zhu Lianlong Sun Liangyu Teng ... Di Li Wei Zhou Liang Song Wei Zhou Liang Song CLL VLM 145 1 0 01 Jul 2025
Open World Object Detection: A Survey Yiming Li Yi Wang Wenqian Wang Dan Lin Bingbing Li Kim-Hui Yap ObjD 84 1 0 01 Jul 2025
RiOT: Efficient Prompt Refinement with Residual Optimization Tree Chenyi Zhou Zhengyan Shi Yuan Yao Lei Liang H. Chen Qiang Zhang 13 0 0 19 Jun 2025
The Condition Number as a Scale-Invariant Proxy for Information Encoding in Neural Units Oswaldo Ludwig 9 0 0 19 Jun 2025
Task-Agnostic Experts Composition for Continual Learning Luigi Quarantiello Andrea Cossu Vincenzo Lomonaco CLL MoMe 15 0 0 18 Jun 2025
Dynamic Context-oriented Decomposition for Task-aware Low-rank Adaptation with Less Forgetting and Faster Convergence Yibo Yang Sihao Liu Chuan Rao Bang An Tiancheng Shen Philip Torr Ming-Hsuan Yang Bernard Ghanem 24 0 0 16 Jun 2025
EKPC: Elastic Knowledge Preservation and Compensation for Class-Incremental Learning Huaijie Wang De Cheng Lingfeng He Yan Li Jie Li Nannan Wang X. Gao CLL 25 0 0 14 Jun 2025
Dynamic Mixture of Curriculum LoRA Experts for Continual Multimodal Instruction Tuning Chendi Ge Xin Eric Wang Zeyang Zhang Hong Chen Jiapei Fan Longtao Huang Hui Xue Wenwu Zhu MoE CLL 44 0 0 13 Jun 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 125 0 0 12 Jun 2025
Class-Incremental Learning for Honey Botanical Origin Classification with Hyperspectral Images: A Study with Continual Backpropagation Guyang Zhang Waleed Abdulla CLL 120 0 0 12 Jun 2025
ErrorEraser: Unlearning Data Bias for Improved Continual Learning Xuemei Cao Hanlin Gu Xin Yang Bingjun Wei Haoyang Liang Xiangkun Wang Tianrui Li CLL KELM MU 70 0 0 11 Jun 2025
Analytic Task Scheduler: Recursive Least Squares Based Method for Continual Learning in Embodied Foundation Models Lipei Xie Yingxin Li Huiping Zhuang CLL 78 0 0 11 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 49 0 0 10 Jun 2025
DPFormer: Dynamic Prompt Transformer for Continual Learning Sheng-Kai Huang Jiun-Feng Chang Chun-Rong Huang CLL 17 0 0 09 Jun 2025
SHIELD: Secure Hypernetworks for Incremental Expansion Learning Defense Patryk Krukowski Łukasz Gorczyca Piotr Helm Kamil Ksiazek Przemysław Spurek AAML CLL 27 0 0 09 Jun 2025
Optimal Rates in Continual Linear Regression via Increasing Regularization Ran Levinstein Amit Attia Matan Schliserman Uri Sherman Tomer Koren Daniel Soudry Itay Evron CLL 25 0 0 06 Jun 2025
Dynamic Mixture of Progressive Parameter-Efficient Expert Library for Lifelong Robot Learning Yuheng Lei Sitong Mao Shunbo Zhou Hongyuan Zhang Xuelong Li Ping Luo CLL 39 0 0 06 Jun 2025
Lifelong Evolution: Collaborative Learning between Large and Small Language Models for Continuous Emergent Fake News Detection Ziyi Zhou Xiaoming Zhang Litian Zhang Yibo Zhang Zhenyu Guan Chaozhuo Li Philip S. Yu 83 0 0 05 Jun 2025
Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning Juntae Lee Munawar Hayat Sungrack Yun CLL 15 0 0 04 Jun 2025
Replay Can Provably Increase Forgetting Yasaman Mahdaviyeh James Lucas Mengye Ren A. Tolias R. Zemel T. Pitassi KELM CLL 82 0 0 04 Jun 2025
Rethinking the Stability-Plasticity Trade-off in Continual Learning from an Architectural Perspective Aojun Lu Hangjie Yuan Tao Feng Yanan Sun 56 2 0 04 Jun 2025
The Future of Continual Learning in the Era of Foundation Models: Three Key Directions Jack Bell Luigi Quarantiello Eric Nuertey Coleman Lanpei Li Malio Li Mauro Madeddu Elia Piccoli Vincenzo Lomonaco KELM 23 0 0 03 Jun 2025
Continual Speech Learning with Fused Speech Features Guitao Wang Jinming Zhao Hao Yang Guilin Qi Tongtong Wu Gholamreza Haffari CLL 69 0 0 02 Jun 2025
STSA: Federated Class-Incremental Learning via Spatial-Temporal Statistics Aggregation Zenghao Guan Guojun Zhu Yucan Zhou Wu Liu Weiping Wang Jiebo Luo Xiaoyan Gu 59 0 0 02 Jun 2025
Class Incremental Learning for Algorithm Selection Mate Botond Nemeth Emma Hart Kevin Sim Quentin Renau CLL 47 0 0 02 Jun 2025
L3A: Label-Augmented Analytic Adaptation for Multi-Label Class Incremental Learning Xiang Zhang Run He Jiao Chen Di Fang Ming Li Ziqian Zeng Cen Chen Huiping Zhuang CLL 36 0 0 01 Jun 2025
Enhancing Multimodal Continual Instruction Tuning with BranchLoRA Duzhen Zhang Yong Ren Zhong-Zhi Li Yahan Yu Jiahua Dong Chenxing Li Zhilong Ji Jinfeng Bai CLL 36 1 0 31 May 2025
Flashbacks to Harmonize Stability and Plasticity in Continual Learning Leila Mahmoodi Peyman Moghadam Munawar Hayat Christian Simon Mehrtash Harandi CLL VLM AI4CE 35 0 0 31 May 2025
iDPA: Instance Decoupled Prompt Attention for Incremental Medical Object Detection Huahui Yi Wei Xu Ziyuan Qin Xi Chen Xiaohu Wu Kang Li Qicheng Lao VLM 29 0 0 31 May 2025
When Large Multimodal Models Confront Evolving Knowledge:Challenges and Pathways Kailin Jiang Yuntao Du Yukai Ding Yuchen Ren Ning Jiang Zhi Gao Zilong Zheng Lei Liu Bin Li Qing Li KELM 46 0 0 30 May 2025
Rehearsal with Auxiliary-Informed Sampling for Audio Deepfake Detection F. Febrinanto Kristen Moore Chandra Thapa Jiangang Ma Vidya Saikrishna Xiwei Xu 30 0 0 30 May 2025
CL-LoRA: Continual Low-Rank Adaptation for Rehearsal-Free Class-Incremental Learning Jiangpeng He Zhihao Duan Fengqing M Zhu CLL 20 1 0 30 May 2025
Proxy-FDA: Proxy-based Feature Distribution Alignment for Fine-tuning Vision Foundation Models without Forgetting Chen Huang Skyler Seto Hadi Pouransari Mehrdad Farajtabar Raviteja Vemulapalli Fartash Faghri Oncel Tuzel B. Theobald Josh Susskind CLL 45 0 0 30 May 2025
Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning Shelly Bensal Umar Jamil Christopher Bryant M. Russak Kiran Kamble Dmytro Mozolevskyi Muayad Ali Waseem Alshikh LLMAG ReLM LRM 23 0 0 30 May 2025
SC-LoRA: Balancing Efficient Fine-tuning and Knowledge Preservation via Subspace-Constrained LoRA Minrui Luo Fuhang Kuang Yu Wang Zirui Liu Tianxing He CLL 53 0 0 29 May 2025
LADA: Scalable Label-Specific CLIP Adapter for Continual Learning Mao-Lin Luo Zi-Hao Zhou Tong Wei Min-Ling Zhang VLM 48 0 0 29 May 2025
Budget-Adaptive Adapter Tuning in Orthogonal Subspaces for Continual Learning in LLMs Zhiyi Wan Wanrou Du Liang Li Miao Pan Xiaoqi Qin CLL 35 0 0 28 May 2025
Continual Learning Beyond Experience Rehearsal and Full Model Surrogates Prashant Shivaram Bhat Laurens Niesten Elahe Arani Bahram Zonooz CLL 15 0 0 28 May 2025
Information-Theoretic Complementary Prompts for Improved Continual Text Classification Duzhen Zhang Yong Ren Chenxing Li Dong Yu Tielin Zhang CLL VLM 101 0 0 27 May 2025
Continual Learning on CLIP via Incremental Prompt Tuning with Intrinsic Textual Anchors Haodong Lu Xinyu Zhang Kristen Moore Jason Xue Lina Yao Anton van den Hengel Dong Gong CLL VLM 65 0 0 27 May 2025
Query Drift Compensation: Enabling Compatibility in Continual Learning of Retrieval Embedding Models Dipam Goswami Liying Wang Bartłomiej Twardowski Joost van de Weijer 28 0 0 27 May 2025
Zero-Shot Pseudo Labels Generation Using SAM and CLIP for Semi-Supervised Semantic Segmentation Nagito Saito Shintaro Ito Koichi Ito T. Aoki VLM MedIm 194 0 0 26 May 2025
Data-Free Class-Incremental Gesture Recognition with Prototype-Guided Pseudo Feature Replay Hongsong Wang Ao Sun Jie Gui Liang Wang 20 0 0 26 May 2025
Learning without Isolation: Pathway Protection for Continual Learning Zhikang Chen Abudukelimu Wuerkaixi Sen Cui Haoxuan Li D. Li ... Houfang Liu Yi Yang Sifan Yang Changshui Zhang Tianling Ren CLL 43 0 0 24 May 2025
Exemplar-Free Continual Learning for State Space Models Isaac Ning Lee Leila Mahmoodi Trung Le Mehrtash Harandi CLL 86 0 0 24 May 2025
Dynamic Dual Buffer with Divide-and-Conquer Strategy for Online Continual Learning Congren Dai Huichi Zhou Jiahao Huang Zhenxuan Zhang Fanwen Wang Guang Yang Fei Ye 211 0 0 23 May 2025
What is the role of memorization in Continual Learning? Jędrzej Kozal Jan Wasilewski Alif Ashrafee Bartosz Krawczyk Michał Woźniak 41 0 0 23 May 2025
5G-DIL: Domain Incremental Learning with Similarity-Aware Sampling for Dynamic 5G Indoor Localization Nisha Lakshmana Raichur Lucas Heublein Christopher Mutschler Felix Ott 59 0 0 23 May 2025
A Unified Gradient-based Framework for Task-agnostic Continual Learning-Unlearning Zhehao Huang Xinwen Cheng Jing Zhang Jinghao Zheng Haoran Wang Zhengbao He Tao Li Xiaolin Huang CLL 85 1 0 21 May 2025