Title
A Unified Gradient-based Framework for Task-agnostic Continual Learning-Unlearning Zhehao Huang Xinwen Cheng Jie Zhang Jinghao Zheng Haoran Wang Zhengbao He Tao Li Xiaolin Huang CLL 35 0 0 21 May 2025
Joint Flashback Adaptation for Forgetting-Resistant Instruction Tuning Yukun Zhao Lingyong Yan Zhenyang Li Shuaiqiang Wang Zhumin Chen Zhaochun Ren Dawei Yin CLL KELM VLM LRM 17 0 0 21 May 2025
Laplace Sample Information: Data Informativeness Through a Bayesian Lens Johannes Kaiser Kristian Schwethelm Daniel Rueckert Georgios Kaissis 12 0 0 21 May 2025
Listen, Analyze, and Adapt to Learn New Attacks: An Exemplar-Free Class Incremental Learning Method for Audio Deepfake Source Tracing Yang Xiao Rohan Kumar Das AAML CLL 16 0 0 20 May 2025
Toward Embodied AGI: A Review of Embodied AI and the Road Ahead Yequan Wang Aixin Sun LM&Ro AI4CE 9 0 0 20 May 2025
ReservoirTTA: Prolonged Test-time Adaptation for Evolving and Recurring Domains Guillaume Vray Devavrat Tomar Xufeng Gao Jean-Philippe Thiran Evan Shelhamer Behzad Bozorgtabar CLL TTA VLM 29 0 0 20 May 2025
Context-Free Synthetic Data Mitigates Forgetting Parikshit Bansal Sujay Sanghavi CLL 37 0 0 20 May 2025
LiBOG: Lifelong Learning for Black-Box Optimizer Generation Jiyuan Pei Yi Mei Jialin Liu Mengjie Zhang 17 0 0 19 May 2025
MTIL: Encoding Full History with Mamba for Temporal Imitation Learning Yulin Zhou Yuankai Lin Fanzhe Peng Jiahui Chen Zhuang Zhou Kaiji Huang Hua Yang Zhouping Yin Mamba 11 0 0 18 May 2025
Scalable Strategies for Continual Learning with Replay Truman Hickok CLL 19 0 0 18 May 2025
How can Diffusion Models Evolve into Continual Generators? Jingren Liu Zhong Ji Xiangyu Chen DiffM 14 0 0 17 May 2025
Chain-of-Model Learning for Language Model Kaitao Song Xiaohua Wang Xu Tan Huiqiang Jiang Chengruidong Zhang ... Xiaoqing Zheng Tao Qin Yuqing Yang Dongsheng Li Lili Qiu LRM AI4CE 17 0 0 17 May 2025
Continuous Subspace Optimization for Continual Learning Quan Cheng Yuanyu Wan Lingyu Wu Chenping Hou Lijun Zhang CLL 12 0 0 17 May 2025
CL-BioGAN: Biologically-Inspired Cross-Domain Continual Learning for Hyperspectral Anomaly Detection Jianing Wang Zheng Hua Wan Zhang Shengjia Hao Yuqiong Yao Maoguo Gong BDL CLL 19 0 0 17 May 2025
MINGLE: Mixtures of Null-Space Gated Low-Rank Experts for Test-Time Continual Model Merging Zihuan Qiu Yi Xu Chiyuan He Fanman Meng Linfeng Xu Qingbo Wu Hongliang Li CLL MoMe 34 0 0 17 May 2025
Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Lang Feng Jiahao Lin Dong Xing Li Zhang De Ma Gang Pan 39 0 0 16 May 2025
Privacy-Aware Lifelong Learning Ozan Özdenizci Elmar Rueckert Robert Legenstein CLL MU KELM 36 0 0 16 May 2025
Interpretable Risk Mitigation in LLM Agent Systems Jan Chojnacki LLMAG 23 0 0 15 May 2025
SEAL: Searching Expandable Architectures for Incremental Learning Matteo Gambella Vicente Javier Castro Solar Manuel Roveri CLL 34 0 0 15 May 2025
Task-Core Memory Management and Consolidation for Long-term Continual Learning Tianyu Huai Jie Zhou Yuxuan Cai Qin Chen Wen Wu Xingjiao Wu Xipeng Qiu Liang He CLL 33 0 0 15 May 2025
Advancing Multiple Instance Learning with Continual Learning for Whole Slide Imaging Xianrui Li Yufei Cui Jun Li Antoni B. Chan CLL VLM 33 0 0 15 May 2025
Tracr-Injection: Distilling Algorithms into Pre-trained Language Models Tomás Vergara-Browne Álvaro Soto 17 0 0 15 May 2025
A Conformal Predictive Measure for Assessing Catastrophic Forgetting Ioannis Pitsiorlas Nour Jamoussi Marios Kountouris 14 0 0 15 May 2025
Reinforced Interactive Continual Learning via Real-time Noisy Human Feedback Yutao Yang Jie Zhou Junsong Li Qianjun Pan Bihao Zhan Qin Chen Xipeng Qiu Liang He CLL 29 0 0 15 May 2025
RT-cache: Efficient Robot Trajectory Retrieval System Owen Kwon Abraham George Alison Bartsch A. Farimani 36 0 0 14 May 2025
Continual Reinforcement Learning via Autoencoder-Driven Task and New Environment Recognition Zeki Doruk Erden Donia Gasmi Boi Faltings CLL 36 0 0 13 May 2025
Attention-based Generative Latent Replay: A Continual Learning Approach for WSI Analysis Pratibha Kumari Daniel Reisenbuchler Afshin Bozorgpour N. Schaadt Friedrich Feuerhake Dorit Merhof CLL MedIm 41 0 0 13 May 2025
A Large-scale Benchmark on Geological Fault Delineation Models: Domain Shift, Training Dynamics, Generalizability, Evaluation and Inferential Behavior Jorge Quesada Chen Zhou Prithwijit Chowdhury Mohammad Alotaibi Ahmad Mustafa Yusufjon Kumamnov Mohit Prabhushankar Ghassan AlRegib AI4CE 39 0 0 13 May 2025
Where the Devil Hides: Deepfake Detectors Can No Longer Be Trusted Shuaiwei Yuan Junyu Dong Yuezun Li AAML 29 0 0 13 May 2025
Robust Emotion Recognition via Bi-Level Self-Supervised Continual Learning Adnan Ahmad Bahareh Nakisa Mohammad Naim Rastgoo 22 0 0 13 May 2025
Low-Complexity Inference in Continual Learning via Compressed Knowledge Transfer Zhenrong Liu Janne M. J. Huttunen Mikko Honkala CLL 49 0 0 13 May 2025
Beyond CLIP Generalization: Against Forward&Backward Forgetting Adapter for Continual Learning of Vision-Language Models Songlin Dong Chenhao Ding Jiangyang Li Jizhou Han Qiang Wang Yuhang He Yihong Gong CLL VLM 42 0 0 12 May 2025
Ranking-aware Continual Learning for LiDAR Place Recognition Xufei Wang Gengxuan Tian Junqiao Zhao Siyue Tao Qiwen Gu Qiankun Yu Tiantian Feng CLL 33 1 0 12 May 2025
Prototype Augmented Hypernetworks for Continual Learning Neil De La Fuente Maria Pilligua Daniel Vidal Albin Soutiff Cecilia Curreli Daniel Cremers Andrey Barsky CLL 36 0 0 12 May 2025
ReplayCAD: Generative Diffusion Replay for Continual Anomaly Detection Lei Hu Zhiyong Gan Ling Deng Jinglin Liang Lingyu Liang Shuangping Huang Tianshui Chen DiffM 33 0 0 10 May 2025
Autoencoder-Based Hybrid Replay for Class-Incremental Learning Milad Khademi Nori Il Kim Guanghui Wang CLL 55 0 0 09 May 2025
Elastic Weight Consolidation for Full-Parameter Continual Pre-Training of Gemma2 Vytenis Šliogeris Povilas Daniušis Arturas Nakvosas CLL 40 0 0 09 May 2025
Position: Epistemic Artificial Intelligence is Essential for Machine Learning Models to Know When They Do Not Know Shireen Kudukkil Manchingal Fabio Cuzzolin 63 0 0 08 May 2025
Componential Prompt-Knowledge Alignment for Domain Incremental Learning Kunlun Xu Xu Zou Gang Hua Jiahuan Zhou CLL 91 0 0 07 May 2025
Replay to Remember (R2R): An Efficient Uncertainty-driven Unsupervised Continual Learning Framework Using Generative Replay Sriram Mandalika Harsha Vardhan Athira Nambiar VLM 75 0 0 07 May 2025
Procedural Memory Is Not All You Need: Bridging Cognitive Gaps in LLM-Based Agents Schaun Wheeler Olivier Jeunen LLMAG 50 0 0 06 May 2025
Show or Tell? A Benchmark To Evaluate Visual and Textual Prompts in Semantic Segmentation Gabriele Rosi Fabio Cermelli VLM 42 0 0 06 May 2025
Efficient Continual Learning in Keyword Spotting using Binary Neural Networks Quynh Nguyen Phuong Vu Luciano S. Martinez-Rau Yuxuan Zhang Nho-Duc Tran Bengt Oelmann Michele Magno Sebastian Bader CLL 45 0 0 05 May 2025
Lifelong Whole Slide Image Analysis: Online Vision-Language Adaptation and Past-to-Present Gradient Distillation Doanh C. Bui H. Pham Vu Trung Duong Le T. Vu Van Duy Tran Khang Phuoc-Quy Nguyen Y. Nakashima CLL MedIm 29 0 0 04 May 2025
Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance Vishal Gandhi Sagar Gandhi VLM 66 0 0 02 May 2025
Beyond Attention: Toward Machines with Intrinsic Higher Mental States Ahsan Adeel OffRL LRM 34 0 0 02 May 2025
SacFL: Self-Adaptive Federated Continual Learning for Resource-Constrained End Devices Zhengyi Zhong Weidong Bao Ji Wang Jianguo Chen Lingjuan Lyu Wei Yang Bryan Lim CLL 48 0 0 01 May 2025
Leveraging Partial SMILES Validation Scheme for Enhanced Drug Design in Reinforcement Learning Frameworks Xinyu Wang Jinbo Bi Minghu Song CLL 69 0 0 01 May 2025
Rethinking Memory in AI: Taxonomy, Operations, Topics, and Future Directions Yiming Du Wenyu Huang Danna Zheng Zhaowei Wang Sébastien Montella Mirella Lapata Kam-Fai Wong Jeff Z. Pan KELM MU 86 2 0 01 May 2025
Adapting In-Domain Few-Shot Segmentation to New Domains without Retraining Qi Fan Kaiqi Liu Nian Liu Hisham Cholakkal Rao Muhammad Anwer Wenbin Li Yang Gao 86 0 0 30 Apr 2025