Title
Learning from Streaming Video with Orthogonal Gradients Tengda Han Dilara Gokay Joseph Heyward Chuhan Zhang Daniel Zoran Viorica Patraucean João Carreira Dima Damen Andrew Zisserman 53 0 0 02 Apr 2025
ProtoGuard-guided PROPEL: Class-Aware Prototype Enhancement and Progressive Labeling for Incremental 3D Point Cloud Segmentation Yiming Li Yuecong Xu Junjie Chen Kemi Ding 3DPC CLL 44 0 0 02 Apr 2025
TiC-LM: A Web-Scale Benchmark for Time-Continual LLM Pretraining Jeffrey Li Mohammadreza Armandpour Iman Mirzadeh Sachin Mehta Vaishaal Shankar ... Samy Bengio Oncel Tuzel Mehrdad Farajtabar Hadi Pouransari Fartash Faghri CLL KELM 61 0 0 02 Apr 2025
Energy Weighted Learning Progress Guided Interleaved Multi-Task Learning Hanne Say S. E. Ada Emre Ugur Erhan Öztop CLL 45 0 0 01 Apr 2025
Catastrophic Forgetting in LLMs: A Comparative Analysis Across Language Tasks Naimul Haque CLL KELM ELM 54 0 0 01 Apr 2025
Think Small, Act Big: Primitive Prompt Learning for Lifelong Robot Manipulation Yuanqi Yao Siao Liu Haoming Song Delin Qu Qizhi Chen Yan Ding Bin Zhao Zhendong Wang Xiaochen Li Dong Wang CLL 71 0 0 01 Apr 2025
Continual Cross-Modal Generalization Yan Xia Hai Huang Minghui Fang Zhou Zhao CLL 57 0 0 01 Apr 2025
From Colors to Classes: Emergence of Concepts in Vision Transformers Teresa Dorszewski Lenka Tětková Robert Jenssen Lars Kai Hansen Kristoffer Wickstrøm 41 0 0 31 Mar 2025
MetaCLBench: Meta Continual Learning Benchmark on Resource-Constrained Edge Devices Sijia Li Young D. Kwon Lik-Hang Lee Pan Hui 41 0 0 31 Mar 2025
A Plasticity-Aware Method for Continual Self-Supervised Learning in Remote Sensing Lars Möllenbrok Behnood Rasti Begüm Demir CLL 46 0 0 31 Mar 2025
Language Guided Concept Bottleneck Models for Interpretable Continual Learning Lu Yu Haoyu Han Zhe Tao Hantao Yao Changsheng Xu CLL 62 0 0 30 Mar 2025
SUV: Scalable Large Language Model Copyright Compliance with Regularized Selective Unlearning Tianyang Xu Xiaoze Liu Feijie Wu Xiaoqian Wang Jing Gao MU 66 0 0 29 Mar 2025
FIESTA: Fisher Information-based Efficient Selective Test-time Adaptation Mohammadmahdi Honarmand O. Mutlu Parnian Azizian Saimourya Surabhi Dennis Paul Wall TTA 75 0 0 29 Mar 2025
VLM-C4L: Continual Core Dataset Learning with Corner Case Optimization via Vision-Language Models for Autonomous Driving Haibo Hu Jiacheng Zuo Yang Lou Yufei Cui Jianping Wang Nan Guan Jin Wang Yung-Hui Li Chun Jason Xue VLM 55 1 0 29 Mar 2025
A Proposal for Networks Capable of Continual Learning Zeki Doruk Erden Boi Faltings CLL 59 0 0 28 Mar 2025
Efficient Continual Learning through Frequency Decomposition and Integration Ruiqi Liu Boyu Diao Libo Huang Hangda Liu Chuanguang Yang Zhulin An Yongjun Xu CLL 40 0 0 28 Mar 2025
Generalization Bias in Large Language Model Summarization of Scientific Research Uwe Peters Benjamin Chin-Yee ELM 44 0 0 28 Mar 2025
Learn by Reasoning: Analogical Weight Generation for Few-Shot Class-Incremental Learning Jizhou Han Chenhao Ding Yuhang He Songlin Dong Qiang Wang Xinyuan Gao Yihong Gong CLL 64 0 0 27 Mar 2025
How do language models learn facts? Dynamics, curricula and hallucinations Nicolas Zucchet J. Bornschein Stephanie C. Y. Chan Andrew Kyle Lampinen Razvan Pascanu Soham De KELM HILM LRM 85 3 1 27 Mar 2025
LLaVA-CMoE: Towards Continual Mixture of Experts for Large Vision-Language Models Hengyuan Zhao Ziqin Wang Qixin Sun Kaiyou Song Yilin Li Xiaolin Hu Qingpei Guo Si Liu KELM CLL MoE 70 0 0 27 Mar 2025
Stochastic Engrams for Efficient Continual Learning with Binarized Neural Networks Isabelle Aguilar Luis Fernando Herbozo Contreras Omid Kavehei 66 0 0 27 Mar 2025
KAC: Kolmogorov-Arnold Classifier for Continual Learning Yusong Hu Zichen Liang Fei Yang Qibin Hou Xialei Liu Ming-Ming Cheng CLL 48 0 0 27 Mar 2025
Ancestral Mamba: Enhancing Selective Discriminant Space Model with Online Visual Prototype Learning for Efficient and Robust Discriminant Approach Jiahao Qin Feng Liu Lu Zong Mamba 42 0 0 26 Mar 2025
ProtoBERT-LoRA: Parameter-Efficient Prototypical Finetuning for Immunotherapy Study Identification Shijia Zhang Xiyu Ding Kai Ding Jacob Zhang Kevin Galinsky Mengrui Wang Ryan P. Mayers Zheyu Wang Hadi Kharrazi 73 0 0 26 Mar 2025
Continual learning via probabilistic exchangeable sequence modelling Hanwen Xing Christopher Yau CLL BDL 96 0 0 26 Mar 2025
Incremental Object Keypoint Learning Mingfu Liang Jiahuan Zhou Xu Zou Ying Wu CLL 80 0 0 26 Mar 2025
IAP: Improving Continual Learning of Vision-Language Models via Instance-Aware Prompting Hao Fu Hanbin Zhao Jiahua Dong Chao Zhang Hui Qian CLL VLM 93 0 0 26 Mar 2025
Experience Replay Addresses Loss of Plasticity in Continual Learning Jiuqi Wang Rohan Chandra Shangtong Zhang CLL KELM 49 0 0 25 Mar 2025
Continual Learning With Quasi-Newton Methods Steven Vander Eeckt Hugo Van hamme CLL BDL 69 0 0 25 Mar 2025
Geometric Meta-Learning via Coupled Ricci Flow: Unifying Knowledge Representation and Quantum Entanglement Ming Lei Christophe Baehr AI4CE 38 0 0 25 Mar 2025
Global Convergence of Continual Learning on Non-IID Data Fei Zhu Yujing Liu Wenzhuo Liu Zhaoxiang Zhang 45 0 0 24 Mar 2025
Adaptive Unimodal Regulation for Balanced Multimodal Information Acquisition Chengxiang Huang Yake Wei Zequn Yang D. Hu 47 0 0 24 Mar 2025
Knowledge Graph Enhanced Generative Multi-modal Models for Class-Incremental Learning Xusheng Cao Haori Lu Linlan Huang Fei Yang Xialei Liu Ming-Ming Cheng CLL KELM 59 0 0 24 Mar 2025
Parental Guidance: Efficient Lifelong Learning through Evolutionary Distillation Octi Zhang Quanquan Peng Rosario Scalise Bryon Boots 50 0 0 24 Mar 2025
Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilities Weixiang Zhao Xingyu Sui Jiahe Guo Yulin Hu Yang Deng Yanyan Zhao Bing Qin Wanxiang Che Tat-Seng Chua Ting Liu ELM LRM 64 5 0 23 Mar 2025
Feature Learning beyond the Lazy-Rich Dichotomy: Insights from Representational Geometry Chi-Ning Chou Hang Le Yichen Wang SueYeon Chung 53 0 0 23 Mar 2025
DualCP: Rehearsal-Free Domain-Incremental Learning via Dual-Level Concept Prototype Qiang Wang Yuhang He Songlin Dong Xiang Song Jizhou Han Haoyu Luo Yihong Gong CLL 67 0 0 23 Mar 2025
Reducing Class-wise Confusion for Incremental Learning with Disentangled Manifolds Huitong Chen Yu Wang Yan Fan Guosong Jiang Q. Hu CLL 46 0 0 22 Mar 2025
Staying Alive: Online Neural Network Maintenance and Systemic Drift Joshua Edward Hammond Tyler Soderstrom Brian A. Korgel Michael Baldea 48 0 0 22 Mar 2025
LoRASculpt: Sculpting LoRA for Harmonizing General and Specialized Knowledge in Multimodal Large Language Models Jian Liang Wenke Huang Guancheng Wan Qu Yang Mang Ye MoMe CLL AI4CE 62 2 0 21 Mar 2025
Restoring Forgotten Knowledge in Non-Exemplar Class Incremental Learning through Test-Time Semantic Evolution Haori Lu Xusheng Cao Linlan Huang Enguang Wang Fei Yang Xialei Liu CLL 52 0 0 21 Mar 2025
Replay4NCL: An Efficient Memory Replay-based Methodology for Neuromorphic Continual Learning in Embedded AI Systems M. Minhas Rachmad Vidya Wicaksana Putra Falah R. Awwad Osman Hasan Muhammad Shafique 45 1 0 21 Mar 2025
Towards Automatic Continual Learning: A Self-Adaptive Framework for Continual Instruction Tuning Peiyi Lin Fukai Zhang Kai Niu Hao Fu CLL 71 0 0 20 Mar 2025
H2ST: Hierarchical Two-Sample Tests for Continual Out-of-Distribution Detection Yuhang Liu Wenjie Zhao Yunhui Guo OODD 77 0 0 19 Mar 2025
Continual Multimodal Contrastive Learning Xiaohao Liu Xiaobo Xia See-Kiong Ng Tat-Seng Chua CLL 59 0 0 19 Mar 2025
DCA: Dividing and Conquering Amnesia in Incremental Object Detection Aoting Zhang Dongbao Yang Chang-Shu Liu Xiaopeng Hong Miao Shang Yu Zhou CLL 65 0 0 19 Mar 2025
Optimized 3D Gaussian Splatting using Coarse-to-Fine Image Frequency Modulation Umar Farooq Jean-Yves Guillemaut Adrian Hilton M. Volino 3DGS 75 0 0 18 Mar 2025
FeNeC: Enhancing Continual Learning via Feature Clustering with Neighbor- or Logit-Based Classification Kamil Książek Hubert Jastrzębski Bartosz Trojan Krzysztof Pniaczek Michał Karp Jacek Tabor CLL 84 0 0 18 Mar 2025
Analytic Subspace Routing: How Recursive Least Squares Works in Continual Learning of Large Language Model Kai Tong Kang Pan Xiao Zhang Erli Meng Run He Yawen Cui Nuoyan Guo Huiping Zhuang KELM CLL 62 0 0 17 Mar 2025
ProtoDepth: Unsupervised Continual Depth Completion with Prototypes Patrick Rim Hyoungseob Park Suchisrit Gangopadhyay Ziyao Zeng Younjoon Chung Alex Wong CLL MDE 74 1 0 17 Mar 2025