Title
Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning Da-Wei Zhou Hai-Long Sun Han-Jia Ye De-Chuan Zhan CLL 109 69 0 18 Mar 2024
Informed Spectral Normalized Gaussian Processes for Trajectory Prediction Christian Schlauch Christian Wirth Nadja Klein 83 1 0 18 Mar 2024
Larimar: Large Language Models with Episodic Memory Control Payel Das Subhajit Chaudhury Elliot Nelson Igor Melnyk Sarath Swaminathan ... Vijil Chenthamarakshan Jiří Jirí Navrátil Soham Dan Pin-Yu Chen CLL KELM 110 27 0 18 Mar 2024
OurDB: Ouroboric Domain Bridging for Multi-Target Domain Adaptive Semantic Segmentation Seungbeom Woo Geonwoo Baek Taehoon Kim Jaemin Na Joong-won Hwang Wonjun Hwang 103 0 0 18 Mar 2024
Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters Jiazuo Yu Yunzhi Zhuge Lu Zhang Ping Hu Dong Wang Huchuan Lu You He VLM KELM CLL OODD 202 95 0 18 Mar 2024
Semantic Prompting with Image-Token for Continual Learning Jisu Han Jaemin Na Wonjun Hwang CLL VLM 93 1 0 18 Mar 2024
Continual Forgetting for Pre-trained Vision Models Hongbo Zhao Bolin Ni Haochen Wang Junsong Fan Fei Zhu Yuxi Wang Yuntao Chen Gaofeng Meng Zhaoxiang Zhang MU VLM 142 14 0 18 Mar 2024
Uncertainty-Calibrated Test-Time Model Adaptation without Forgetting Mingkui Tan Guohao Chen Jiaxiang Wu Yifan Zhang Yaofo Chen Peilin Zhao Shuaicheng Niu TTA OOD 77 5 0 18 Mar 2024
InsCL: A Data-efficient Continual Learning Paradigm for Fine-tuning Large Language Models with Instructions Yifan Wang Yafei Liu Chufan Shi Haoling Li Chen Chen H. Lu Yujiu Yang CLL 108 38 0 18 Mar 2024
Learning to better see the unseen: Broad-Deep Mixed Anti-Forgetting Framework for Incremental Zero-Shot Fault Diagnosis Jiancheng Zhao Jiaqi Yue Chunhui Zhao AI4CE 67 1 0 18 Mar 2024
PARMESAN: Parameter-Free Memory Search and Transduction for Dense Prediction Tasks Philip Matthias Winter M. Wimmer David Major Dimitrios Lenis Astrid Berg Theresa Neubauer Gaia Romana De Paolis Johannes Novotny Sophia Ulonska Katja Bühler 158 0 0 18 Mar 2024
Function-space Parameterization of Neural Networks for Sequential Learning Aidan Scannell Riccardo Mereu Paul E. Chang Ella Tamir Joni Pajarinen Arno Solin BDL 102 5 0 16 Mar 2024
Just Say the Name: Online Continual Learning with Category Names Only via Data Generation Minhyuk Seo Diganta Misra Seongwon Cho Minjae Lee Jonghyun Choi CLL 91 9 0 16 Mar 2024
Introducing Adaptive Continuous Adversarial Training (ACAT) to Enhance ML Robustness Mohamed el Shehaby Aditya Kotha Ashraf Matrawy AAML 82 0 0 15 Mar 2024
CoLeCLIP: Open-Domain Continual Learning via Joint Task Prompt and Vocabulary Learning Yukun Li Guansong Pang Wei Suo Chenchen Jing Yuling Xi Lingqiao Liu Hao Chen Guoqiang Liang Peng Wang CLL VLM 94 8 0 15 Mar 2024
Regularization-Based Efficient Continual Learning in Deep State-Space Models Yuanhang Zhang Zhidi Lin Yiyong Sun Feng Yin Carsten Fritsche CLL 83 2 0 15 Mar 2024
Lifelong Person Re-Identification with Backward-Compatibility Minyoung Oh Jae-Young Sim 80 2 0 15 Mar 2024
Don't Half-listen: Capturing Key-part Information in Continual Instruction Tuning Yongquan He Wenyuan Zhang Xuancheng Huang Peng Zhang Lingxun Meng Wei Lin Wenyuan Zhang Yifu Gao CLL ALM 174 5 0 15 Mar 2024
Fisher Mask Nodes for Language Model Merging Thennal D K Ganesh Nathan Suchithra M S MoMe AI4CE 105 5 0 14 Mar 2024
Few-Shot Class Incremental Learning with Attention-Aware Self-Adaptive Prompt Chenxi Liu Zhenyi Wang Tianyi Xiong Ruibo Chen Yihan Wu Junfeng Guo Heng-Chiao Huang CLL 92 10 0 14 Mar 2024
Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured training Yanlai Yang Matt Jones Michael C. Mozer Mengye Ren 111 2 0 14 Mar 2024
DAM: Dynamic Adapter Merging for Continual Video QA Learning Feng Cheng Ziyang Wang Yi-Lin Sung Yan-Bo Lin Mohit Bansal Gedas Bertasius CLL MoMe 92 13 0 13 Mar 2024
MedInsight: A Multi-Source Context Augmentation Framework for Generating Patient-Centric Medical Responses using Large Language Models Subash Neupane Shaswata Mitra Sudip Mittal Noorbakhsh Amiri Golilarz Shahram Rahimi Amin Amirlatifi 124 3 0 13 Mar 2024
Consistent Prompting for Rehearsal-Free Continual Learning Zhanxin Gao Jun Cen Xiaobin Chang VLM CLL 86 34 0 13 Mar 2024
PAGE: Domain-Incremental Adaptation with Past-Agnostic Generative Replay for Smart Healthcare Chia-Hao Li N. Jha MedIm 89 0 0 13 Mar 2024
Self-Regulated Neurogenesis for Online Data-Incremental Learning Murat Onur Yildirim Elif Ceren Gok Yildirim Decebal Constantin Mocanu Joaquin Vanschoren CLL 107 0 0 13 Mar 2024
Continual Learning by Three-Phase Consolidation Davide Maltoni Lorenzo Pellegrini CLL 89 0 0 12 Mar 2024
Maxwell's Demon at Work: Efficient Pruning by Leveraging Saturation of Neurons Simon Dufort-Labbé P. DÓro Evgenii Nikishin Razvan Pascanu Pierre-Luc Bacon A. Baratin 116 2 0 12 Mar 2024
Federated Learning of Socially Appropriate Agent Behaviours in Simulated Home Environments Saksham Checker Nikhil Churamani Hatice Gunes FedML 69 4 0 12 Mar 2024
Online Continual Learning For Interactive Instruction Following Agents Byeonghwi Kim Minhyuk Seo Jonghyun Choi CLL LM&Ro 132 13 0 12 Mar 2024
FeTrIL++: Feature Translation for Exemplar-Free Class-Incremental Learning with Hill-Climbing Eduard Hogea Adrian Daniel Popescu Darian M. Onchis Grégoire Petit CLL 71 6 0 12 Mar 2024
Premonition: Using Generative Models to Preempt Future Data Changes in Continual Learning Mark D Mcdonnell Dong Gong Ehsan Abbasnejad Anton Van Den Hengel VLM DiffM 125 3 0 12 Mar 2024
Continual All-in-One Adverse Weather Removal with Knowledge Replay on a Unified Network Structure De Cheng Yanling Ji Dong Gong Yan Li Nannan Wang Junwei Han Dingwen Zhang CLL 96 19 0 12 Mar 2024
SELMA: Learning and Merging Skill-Specific Text-to-Image Experts with Auto-Generated Data Jialu Li Jaemin Cho Yi-Lin Sung Jaehong Yoon Mohit Bansal MoMe DiffM 105 9 0 11 Mar 2024
Last Iterate Convergence of Incremental Methods and Applications in Continual Learning Xu Cai Jelena Diakonikolas 94 7 0 11 Mar 2024
Semantic Residual Prompts for Continual Learning Martin Menabue Emanuele Frascaroli Matteo Boschini E. Sangineto Lorenzo Bonicelli Angelo Porrello Simone Calderara CLL VLM 125 11 0 11 Mar 2024
CEAT: Continual Expansion and Absorption Transformer for Non-Exemplar Class-Incremental Learning Xinyuan Gao Songlin Dong Yuhang He Xing Wei Yihong Gong CLL 96 4 0 11 Mar 2024
Decentralized and Lifelong-Adaptive Multi-Agent Collaborative Learning Shuo Tang Rui Ye Chenxin Xu Xiaowen Dong Siheng Chen Yanfeng Wang 76 1 0 11 Mar 2024
A streamlined Approach to Multimodal Few-Shot Class Incremental Learning for Fine-Grained Datasets T. Doan Sima Behpour Xin Li Wenbin He Liangke Gou Liu Ren VLM 144 1 0 10 Mar 2024
Coherent Temporal Synthesis for Incremental Action Segmentation Guodong Ding Hans Golong Angela Yao CLL 75 5 0 10 Mar 2024
VLM-PL: Advanced Pseudo Labeling Approach for Class Incremental Object Detection via Vision-Language Model Junsu Kim Yunhoe Ku Jihyeon Kim Junuk Cha Seungryul Baek ObjD VLM 105 17 0 08 Mar 2024
Continual Learning and Catastrophic Forgetting Gido M. van de Ven Nicholas Soures Dhireesha Kudithipudi 96 62 0 08 Mar 2024
Face2Diffusion for Fast and Editable Face Personalization Kaede Shiohara Toshihiko Yamasaki DiffM 81 14 0 08 Mar 2024
Reset & Distill: A Recipe for Overcoming Negative Transfer in Continual Reinforcement Learning Hongjoon Ahn Jinu Hyeon Youngmin Oh Bosun Hwang Taesup Moon CLL OnRL 69 3 0 08 Mar 2024
Information Theory in a Darwinian Evolution Population Dynamics Model Eddy Kwessi 16 1 0 08 Mar 2024
Lifelong Intelligence Beyond the Edge using Hyperdimensional Computing Xiaofan Yu Anthony Thomas Ivannia Gomez Moreno Louis Gutierrez Tajana Simunic 95 4 0 07 Mar 2024
LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error Boshi Wang Hao Fang Jason Eisner Benjamin Van Durme Yu-Chuan Su CLL 72 10 0 07 Mar 2024
Online Adaptation of Language Models with a Memory of Amortized Contexts Jihoon Tack Jaehyung Kim Eric Mitchell Jinwoo Shin Yee Whye Teh Jonathan Richard Schwarz KELM 103 23 0 07 Mar 2024
Contrastive Augmented Graph2Graph Memory Interaction for Few Shot Continual Learning Biqing Qi Junqi Gao Xingquan Chen Dong Li Jianxing Liu Ligang Wu Bowen Zhou CLL 115 5 0 07 Mar 2024
Video Relationship Detection Using Mixture of Experts A. Shaabana Zahra Gharaee Paul Fieguth 80 1 0 06 Mar 2024