v1v2v3 (latest)

Learning without Forgetting

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,270 papers shown

Title
CrowdTransfer: Enabling Crowd Knowledge Transfer in AIoT Community Yan Liu Bin Guo Nuo Li Yasan Ding Zhouyangzi Zhang Zhiwen Yu 135 1 0 09 Jul 2024
MagMax: Leveraging Model Merging for Seamless Continual Learning Daniel Marczak Bartłomiej Twardowski Tomasz Trzciñski Sebastian Cygert MoMe CLL 96 24 0 08 Jul 2024
OpenCIL: Benchmarking Out-of-Distribution Detection in Class-Incremental Learning Wenjun Miao Guansong Pang Trong-Tung Nguyen Ruohang Fang Jin Zheng Xiao Bai OODD 141 3 0 08 Jul 2024
Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning Xiaojie Li Yibo Yang Jianlong Wu Guohao Li Ming-Hsuan Yang Liqiang Nie M. Zhang Mamba 99 6 0 08 Jul 2024
Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models Longxiang Tang Zhuotao Tian Kai Li Chunming He Hantao Zhou Hengshuang Zhao Xiu Li Jiaya Jia CLL VLM 103 24 0 07 Jul 2024
UCIL: An Unsupervised Class Incremental Learning Approach for Sound Event Detection Yang Xiao Rohan Kumar Das 138 4 0 04 Jul 2024
Continual Learning Optimizations for Auto-regressive Decoder of Multilingual ASR systems Chin Yuen Kwok J. Yip Eng Siong Chng CLL 54 1 0 04 Jul 2024
TEAL: New Selection Strategy for Small Buffers in Experience Replay Class Incremental Learning Shahar Shaul-Ariel D. Weinshall VLM 77 0 0 30 Jun 2024
Learning System Dynamics without Forgetting Xikun Zhang Dongjin Song Yushan Jiang Yixin Chen Dacheng Tao AI4CE 147 2 0 30 Jun 2024
Characterizing Continual Learning Scenarios and Strategies for Audio Analysis Ruchi Bhatt Pratibha Kumari Dwarikanath Mahapatra Abdulmotaleb El Saddik Mukesh Saini CLL 98 4 0 29 Jun 2024
Comprehensive Generative Replay for Task-Incremental Segmentation with Concurrent Appearance and Semantic Forgetting Wei Li Jingyang Zhang Pheng-Ann Heng Lixu Gu CLL DiffM 88 2 0 28 Jun 2024
Enhancing Continual Learning in Visual Question Answering with Modality-Aware Feature Distillation Malvina Nikandrou Georgios Pantazopoulos Ioannis Konstas Alessandro Suglia 75 2 0 27 Jun 2024
Advancing Cross-domain Discriminability in Continual Learning of Vison-Language Models Yicheng Xu Yuxin Chen Jiahao Nie Yusong Wang Huiping Zhuang Manabu Okumura VLM CLL 79 10 0 27 Jun 2024
Learn it or Leave it: Module Composition and Pruning for Continual Learning Mingyang Wang Heike Adel Lukas Lange Jannik Strötgen Hinrich Schütze CLL KELM 60 2 0 26 Jun 2024
MoE-CT: A Novel Approach For Large Language Models Training With Resistance To Catastrophic Forgetting Tianhao Li Shangjie Li Binbin Xie Deyi Xiong Baosong Yang CLL 113 4 0 25 Jun 2024
Forget but Recall: Incremental Latent Rectification in Continual Learning Nghia D. Nguyen Hieu Trung Nguyen Ang Li H. Pham Viet Anh Nguyen Khoa D. Doan CLL 85 0 0 25 Jun 2024
WARP: On the Benefits of Weight Averaged Rewarded Policies Alexandre Ramé Johan Ferret Nino Vieillard Robert Dadashi Léonard Hussenot Pierre-Louis Cedoz Pier Giuseppe Sessa Sertan Girgin Arthur Douillard Olivier Bachem 134 23 0 24 Jun 2024
Exploring Test-Time Adaptation for Object Detection in Continually Changing Environments Shilei Cao Yan Liu Juepeng Zheng Baoquan Zhao Ziqi Yuan Weijia Li Runmin Dong Haohuan Fu TTA OOD 141 1 0 24 Jun 2024
Gradual Divergence for Seamless Adaptation: A Novel Domain Incremental Learning Method Kishaan Jeeveswaran Elahe Arani Bahram Zonooz CLL 68 4 0 23 Jun 2024
Controlling Forgetting with Test-Time Data in Continual Learning Vaibhav Singh Rahaf Aljundi Eugene Belilovsky CLL VLM KELM 74 3 0 19 Jun 2024
Low-Rank Mixture-of-Experts for Continual Medical Image Segmentation Qian Chen Lei Zhu Hangzhou He Xinliang Zhang Shuang Zeng Qiushi Ren Yanye Lu CLL 84 3 0 19 Jun 2024
Online Domain-Incremental Learning Approach to Classify Acoustic Scenes in All Locations Manjunath Mulimani A. Mesaros CLL 58 1 0 19 Jun 2024
Finding Task-specific Subnetworks in Multi-task Spoken Language Understanding Model Hayato Futami Siddhant Arora Yosuke Kashiwagi E. Tsunoo Shinji Watanabe 86 1 0 18 Jun 2024
PromptDSI: Prompt-based Rehearsal-free Continual Learning for Document Retrieval Tuan-Luc Huynh Thuy-Trang Vu Weiqing Wang Yinwei Wei T. Le D. Gašević Yuan-Fang Li Thanh-Toan Do VLM CLL 115 1 0 18 Jun 2024
Neural Lineage Runpeng Yu Xinchao Wang 100 4 0 17 Jun 2024
Label-Efficient Semantic Segmentation of LiDAR Point Clouds in Adverse Weather Conditions Aldi Piroli Vinzenz Dallabetta Johannes Kopp M. Walessa D. Meissner Klaus C. J. Dietmayer 77 5 0 14 Jun 2024
Data-dependent and Oracle Bounds on Forgetting in Continual Learning Lior Friedman Ron Meir 140 0 0 13 Jun 2024
Towards Lifelong Learning of Large Language Models: A Survey Junhao Zheng Shengjie Qiu Chengming Shi Qianli Ma KELM CLL 83 28 0 10 Jun 2024
A Parameter-efficient Language Extension Framework for Multilingual ASR Wei Liu Jingyong Hou Dong Yang Muyong Cao Tan Lee CLL 114 2 0 10 Jun 2024
CCSI: Continual Class-Specific Impression for Data-free Class Incremental Learning Sana Ayromlou Teresa S. M. Tsang Purang Abolmaesumi Xiaoxiao Li CLL 61 2 0 09 Jun 2024
Online DPO: Online Direct Preference Optimization with Fast-Slow Chasing Biqing Qi Pengfei Li Fangyuan Li Junqi Gao Kaiyan Zhang Bowen Zhou 91 18 0 08 Jun 2024
Data-Free Generative Replay for Class-Incremental Learning on Imbalanced Data Sohaib Younis Bernhard Seeger 66 0 0 07 Jun 2024
The Expanding Scope of the Stability Gap: Unveiling its Presence in Joint Incremental Learning of Homogeneous Tasks Sandesh Kamath Albin Soutif--Cormerais Joost van de Weijer Bogdan Raducanu 82 3 0 07 Jun 2024
HateDebias: On the Diversity and Variability of Hate Speech Debiasing Nankai Lin Hongyan Wu Zhengming Chen Zijian Li Lianxi Wang Shengyi Jiang Dong Zhou Aimin Yang 93 0 0 07 Jun 2024
CLoG: Benchmarking Continual Learning of Image Generation Models Haotian Zhang Junting Zhou Haowei Lin Hang Ye Jianhua Zhu Zihao Wang Liangcai Gao Yizhou Wang Yitao Liang DiffM VLM 56 3 0 07 Jun 2024
CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning Yibo Yang Xiaojie Li Zhongzhu Zhou Shuaiwen Leon Song Jianlong Wu Liqiang Nie Guohao Li 110 14 0 07 Jun 2024
Better Late Than Never: Formulating and Benchmarking Recommendation Editing Chengyu Lai Sheng Zhou Zhimeng Jiang Qiaoyu Tan Yuanchen Bei Jiawei Chen Ningyu Zhang Jiajun Bu OffRL KELM 86 0 0 06 Jun 2024
Memorization in deep learning: A survey Jiaheng Wei Yanjun Zhang Leo Yu Zhang Ming Ding Chao Chen Kok-Leong Ong Jun Zhang Yang Xiang 114 7 0 06 Jun 2024
Choice of PEFT Technique in Continual Learning: Prompt Tuning is Not All You Need Martin Wistuba Prabhu Teja Sivaprasad Lukas Balles Giovanni Zappella 73 1 0 05 Jun 2024
Continual Traffic Forecasting via Mixture of Experts Sanghyun Lee Chanyoung Park CLL 88 4 0 05 Jun 2024
Decision Boundary-aware Knowledge Consolidation Generates Better Instance-Incremental Learner Qiang Nie Weifu Fu Yuhuan Lin Jialin Li Yifeng Zhou Yong Liu Lei Zhu Chengjie Wang 92 0 0 05 Jun 2024
Unsupervised Few-Shot Continual Learning for Remote Sensing Image Scene Classification M. A. Ma'sum Mahardhika Pratama Ramasamy Savitha Lin Liu Habibullah Habibullah Ryszard Kowalczyk CLL 127 2 0 04 Jun 2024
The Empirical Impact of Forgetting and Transfer in Continual Visual Odometry Paolo Cudrano Xiaoyu Luo Matteo Matteucci CLL 48 0 0 03 Jun 2024
AGALE: A Graph-Aware Continual Learning Evaluation Framework Tianqi Zhao Alan Hanjalic Megha Khosla 91 1 0 03 Jun 2024
Diffusion Tuning: Transferring Diffusion Models via Chain of Forgetting Jincheng Zhong Xingzhuo Guo Jiaxiang Dong Mingsheng Long DiffM 90 2 0 02 Jun 2024
Distribution Aligned Semantics Adaption for Lifelong Person Re-Identification Qizao Wang Xuelin Qian Bin Li Xiangyang Xue 96 1 0 30 May 2024
Organizing Background to Explore Latent Classes for Incremental Few-shot Semantic Segmentation Li Shan Wenzhang Zhou Wei Li Xingyu Ding CLL 56 1 0 29 May 2024
Lifelong Learning Using a Dynamically Growing Tree of Sub-networks for Domain Generalization in Video Object Segmentation Islam I. Osman Mohamed S. Shehata 127 0 0 29 May 2024
Resurrecting Old Classes with New Data for Exemplar-Free Continual Learning Dipam Goswami Albin Soutif--Cormerais Yuyang Liu Sandesh Kamath Bartlomiej Twardowski Joost van de Weijer AAML 79 19 0 29 May 2024
Statistical Context Detection for Deep Lifelong Reinforcement Learning Jeffery Dick Saptarshi Nath Christos Peridis Eseoghene Ben-Iwhiwhu Soheil Kolouri Andrea Soltoggio OffRL 83 2 0 29 May 2024