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Learning without Forgetting

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,443 papers shown

Title
GRID: Scalable Task-Agnostic Prompt-Based Continual Learning for Language Models Anushka Tiwari Sayantan Pal Rohini Srihari Kaiyi Ji CLL VLM 176 0 0 19 Jul 2025
LoRA-Loop: Closing the Synthetic Replay Cycle for Continual VLM Learning Kaihong Wang Donghyun Kim Margrit Betke 256 0 0 17 Jul 2025
LifelongPR: Lifelong point cloud place recognition based on sample replay and prompt learning Xianghong Zou Jianping Li Zhe Chen Zhen Cao Zhen Dong Qiegen Liu Bisheng Yang CLL 119 0 0 14 Jul 2025
Confounder-Free Continual Learning via Recursive Feature Normalization Yash Shah Camila Gonzalez Mohammad H. Abbasi Qingyu Zhao K. Pohl Ehsan Adeli CLL BDL 303 0 0 11 Jul 2025
The Bayesian Approach to Continual Learning: An Overview Tameem Adel CLL BDL KELM 276 2 0 11 Jul 2025
Class-wise Balancing Data Replay for Federated Class-Incremental Learning Zhuang Qi Ying-Peng Tang Lei Meng Han Yu Xiaoxiao Li Xiangxu Meng 211 0 0 10 Jul 2025
ixi-GEN: Efficient Industrial sLLMs through Domain Adaptive Continual Pretraining Seonwu Kim Yohan Na Kihun Kim Hanhee Cho Geun Lim Mintae Kim Seongik Park Ki Hyun Kim Youngsub Han Byoung-Ki Jeon CLL 218 0 0 09 Jul 2025
Reinforcement Fine-Tuning Naturally Mitigates Forgetting in Continual Post-Training Song Lai Haohan Zhao Rong Feng Changyi Ma Wenzhuo Liu ... Min Xie Gang Qu Hongbin Liu Gaofeng Meng Fei Zhu CLL KELM 221 12 0 07 Jul 2025
Addressing The Devastating Effects Of Single-Task Data Poisoning In Exemplar-Free Continual Learning Stanisław Pawlak Bartłomiej Twardowski Tomasz Trzciñski Joost van de Weijer AAML CLL 126 0 0 05 Jul 2025
QU-NLP at CheckThat! 2025: Multilingual Subjectivity in News Articles Detection using Feature-Augmented Transformer Models with Sequential Cross-Lingual Fine-Tuning Mohammad AL-Smadi 86 0 0 01 Jul 2025
Open World Object Detection: A Survey Yiming Li Yi Wang Wenqian Wang Dan Lin Bingbing Li Kim-Hui Yap ObjD 332 18 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 493 1 0 01 Jul 2025
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 293 1 0 01 Jul 2025
Little By Little: Continual Learning via Self-Activated Sparse Mixture-of-Rank Adaptive Learning Haodong Lu Chongyang Zhao Jason Xue Lina Yao Kristen Moore Dong Gong CLL MoMe MoE 214 2 0 26 Jun 2025
DuET: Dual Incremental Object Detection via Exemplar-Free Task Arithmetic Munish Monga Vishal M. Chudasama Pankaj Wasnik Biplab Banerjee 497 0 0 26 Jun 2025
ChordPrompt: Orchestrating Cross-Modal Prompt Synergy for Multi-Domain Incremental Learning in CLIP Zhiyuan Wang Bokui Chen VLM LRM 174 0 0 24 Jun 2025
The Condition Number as a Scale-Invariant Proxy for Information Encoding in Neural Units Oswaldo Ludwig 83 0 0 19 Jun 2025
RiOT: Efficient Prompt Refinement with Residual Optimization TreeAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Chenyi Zhou Zhengyan Shi Xingtai Lv Lei Liang H. Chen Qiang Zhang 138 1 0 19 Jun 2025
Task-Agnostic Experts Composition for Continual Learning Luigi Quarantiello Andrea Cossu Vincenzo Lomonaco CLL MoMe 120 0 0 18 Jun 2025
Dynamic Context-oriented Decomposition for Task-aware Low-rank Adaptation with Less Forgetting and Faster Convergence Jianlong Wu Sihao Liu Chuan Rao Bang An Tiancheng Shen Juil Sock Ming-Hsuan Yang Bernard Ghanem 200 4 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 178 1 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 190 5 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 288 2 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 266 0 0 12 Jun 2025
Analytic Task Scheduler: Recursive Least Squares Based Method for Continual Learning in Embodied Foundation Models Lipei Xie Yingxin Li Huiping Zhuang CLL 206 0 0 11 Jun 2025
ErrorEraser: Unlearning Data Bias for Improved Continual LearningKnowledge Discovery and Data Mining (KDD), 2025 Xuemei Cao Hanlin Gu Xin Yang Bingjun Wei Haoyang Liang Xiangkun Wang Tianrui Li CLL KELM MU 177 2 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 178 0 0 10 Jun 2025
SHIELD: Secure Hypernetworks for Incremental Expansion Learning Defense Patryk Krukowski Łukasz Gorczyca Piotr Helm Kamil Ksiazek Przemysław Spurek AAML CLL 167 0 0 09 Jun 2025
DPFormer: Dynamic Prompt Transformer for Continual Learning Sheng-Kai Huang Jiun-Feng Chang Chun-Rong Huang CLL 97 1 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 137 1 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 189 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 225 0 0 05 Jun 2025
Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental LearningComputer Vision and Pattern Recognition (CVPR), 2025 Juntae Lee Munawar Hayat Sungrack Yun CLL 228 2 0 04 Jun 2025
Replay Can Provably Increase Forgetting Yasaman Mahdaviyeh James Lucas Mengye Ren A. Tolias R. Zemel T. Pitassi KELM CLL 221 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 211 4 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 248 5 0 03 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 249 0 0 02 Jun 2025
Continual Speech Learning with Fused Speech Features Guitao Wang Jinming Zhao Hao Yang Guilin Qi Tongtong Wu Gholamreza Haffari CLL 251 0 0 02 Jun 2025
Class Incremental Learning for Algorithm Selection Mate Botond Nemeth Emma Hart Kevin Sim Quentin Renau CLL 114 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 167 1 0 01 Jun 2025
Enhancing Multimodal Continual Instruction Tuning with BranchLoRAAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Duzhen Zhang Yong Ren Zhong-Zhi Li Yahan Yu Jiahua Dong Chenxing Li Zhilong Ji Jinfeng Bai CLL 207 4 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 124 0 0 31 May 2025
Flashbacks to Harmonize Stability and Plasticity in Continual LearningNeural Networks (NN), 2025 Leila Mahmoodi Peyman Moghadam Munawar Hayat Christian Simon Mehrtash Harandi CLL VLM AI4CE 257 2 0 31 May 2025
Rehearsal with Auxiliary-Informed Sampling for Audio Deepfake Detection F. Febrinanto Kristen Moore Chandra Thapa Jiangang Ma Vidya Saikrishna Xiwei Xu 122 0 0 30 May 2025
CL-LoRA: Continual Low-Rank Adaptation for Rehearsal-Free Class-Incremental LearningComputer Vision and Pattern Recognition (CVPR), 2025 Jiangpeng He Zhihao Duan Fengqing M Zhu CLL 174 6 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 168 10 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 260 0 0 30 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 190 2 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 217 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 246 1 0 29 May 2025