Learning without Forgetting

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,212 papers shown

Title
Comprehensive Generative Replay for Task-Incremental Segmentation with Concurrent Appearance and Semantic Forgetting Wei Li Jingyang Zhang Pheng-Ann Heng Lixu Gu CLL DiffM 49 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 32 0 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 46 6 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 42 1 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 50 3 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 53 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 62 14 0 24 Jun 2024
Exploring Test-Time Adaptation for Object Detection in Continually Changing Environments Shilei Cao Yan Liu Juepeng Zheng Weijia Li Runmin Dong Haohuan Fu TTA OOD 59 1 0 24 Jun 2024
Gradual Divergence for Seamless Adaptation: A Novel Domain Incremental Learning Method Kishaan Jeeveswaran Elahe Arani Bahram Zonooz CLL 46 3 0 23 Jun 2024
Controlling Forgetting with Test-Time Data in Continual Learning Vaibhav Singh Rahaf Aljundi Eugene Belilovsky CLL VLM KELM 48 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 42 1 0 19 Jun 2024
Online Domain-Incremental Learning Approach to Classify Acoustic Scenes in All Locations Manjunath Mulimani A. Mesaros CLL 24 1 0 19 Jun 2024
PromptDSI: Prompt-based Rehearsal-free Instance-wise Incremental Learning for Document Retrieval Tuan-Luc Huynh Thuy-Trang Vu Weiqing Wang Yinwei Wei Trung Le D. Gašević Yuan-Fang Li Thanh-Toan Do VLM CLL 43 0 0 18 Jun 2024
Finding Task-specific Subnetworks in Multi-task Spoken Language Understanding Model Hayato Futami Siddhant Arora Yosuke Kashiwagi E. Tsunoo Shinji Watanabe 42 0 0 18 Jun 2024
Neural Lineage Runpeng Yu Xinchao Wang 34 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 35 5 0 14 Jun 2024
Data-dependent and Oracle Bounds on Forgetting in Continual Learning Lior Friedman Ron Meir 75 0 0 13 Jun 2024
Towards Lifelong Learning of Large Language Models: A Survey Junhao Zheng Shengjie Qiu Chengming Shi Qianli Ma KELM CLL 30 15 0 10 Jun 2024
A Parameter-efficient Language Extension Framework for Multilingual ASR Wei Liu Jingyong Hou Dong Yang Muyong Cao Tan Lee CLL 70 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 38 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 32 11 0 08 Jun 2024
Data-Free Generative Replay for Class-Incremental Learning on Imbalanced Data Sohaib Younis Bernhard Seeger 33 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 49 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 31 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 37 1 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 45 6 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 33 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 47 6 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 40 0 0 05 Jun 2024
Continual Traffic Forecasting via Mixture of Experts Sanghyun Lee Chanyoung Park CLL 49 3 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 38 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 49 2 0 04 Jun 2024
The Empirical Impact of Forgetting and Transfer in Continual Visual Odometry Paolo Cudrano Xiaoyu Luo Matteo Matteucci CLL 29 0 0 03 Jun 2024
AGALE: A Graph-Aware Continual Learning Evaluation Framework Tianqi Zhao Alan Hanjalic Megha Khosla 40 1 0 03 Jun 2024
Diffusion Tuning: Transferring Diffusion Models via Chain of Forgetting Jincheng Zhong Xingzhuo Guo Jiaxiang Dong Mingsheng Long DiffM 40 2 0 02 Jun 2024
Distribution Aligned Semantics Adaption for Lifelong Person Re-Identification Qizao Wang Xuelin Qian Bin Li Xiangyang Xue 26 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 39 0 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 35 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 30 12 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 53 0 0 29 May 2024
Auto-selected Knowledge Adapters for Lifelong Person Re-identification Xuelin Qian Ruiqi Wu Gong Cheng Junwei Han CLL 52 2 0 29 May 2024
Exploring Human-in-the-Loop Test-Time Adaptation by Synergizing Active Learning and Model Selection Yushu Li Yongyi Su Xulei Yang Kui Jia Xun Xu TTA 33 0 0 29 May 2024
Provable Contrastive Continual Learning Yichen Wen Zhiquan Tan Kaipeng Zheng Chuanlong Xie Weiran Huang CLL 34 4 0 29 May 2024
Lifelong Learning and Selective Forgetting via Contrastive Strategy Li Shan Wenzhang Zhou Wei Li Xingyu Ding CLL 31 2 0 28 May 2024
Universal and Extensible Language-Vision Models for Organ Segmentation and Tumor Detection from Abdominal Computed Tomography Jie Liu Yixiao Zhang Kang Wang Mehmet Can Yavuz Xiaoxi Chen ... Haoliang Li Yang Yang Alan L. Yuille Yucheng Tang Zongwei Zhou MedIm VLM 40 16 0 28 May 2024
Online Merging Optimizers for Boosting Rewards and Mitigating Tax in Alignment Keming Lu Bowen Yu Fei Huang Yang Fan Runji Lin Chang Zhou MoMe 32 18 0 28 May 2024
Online Analytic Exemplar-Free Continual Learning with Large Models for Imbalanced Autonomous Driving Task Huiping Zhuang Di Fang Kai Tong Yuchen Liu Ziqian Zeng Xu Zhou Cen Chen CLL 36 1 0 28 May 2024
An Empirical Analysis of Forgetting in Pre-trained Models with Incremental Low-Rank Updates Albin Soutif--Cormerais Simone Magistri Joost van de Weijer Andew D. Bagdanov 40 1 0 28 May 2024
Image-Text-Image Knowledge Transferring for Lifelong Person Re-Identification with Hybrid Clothing States Qizao Wang Xuelin Qian Bin Li Yanwei Fu Xiangyang Xue 33 2 0 26 May 2024
Protect-Your-IP: Scalable Source-Tracing and Attribution against Personalized Generation Runyi Li Xuanyu Zhang Zhipei Xu Yongbing Zhang Jian Zhang WIGM 56 3 0 26 May 2024