Title
Dealing with the Evil Twins: Improving Random Augmentation by Addressing Catastrophic Forgetting of Diverse Augmentations Dongkyu Cho Rumi Chunara 30 0 0 01 Jul 2025
Open World Object Detection: A Survey Yiming Li Yi Wang Wenqian Wang Dan Lin Bingbing Li Kim-Hui Yap ObjD 104 1 0 01 Jul 2025
LW2G: Learning Whether to Grow for Prompt-based Continual Learning Qian Feng Dawei Zhou Hanbin Zhao Chao Zhang Jiahua Dong Dengxin Dai Hui Qian VLM CLL 93 5 0 01 Jul 2025
Compliant Residual DAgger: Improving Real-World Contact-Rich Manipulation with Human Corrections Xiaomeng Xu Yifan Hou Zeyi Liu Shuran Song 36 0 0 20 Jun 2025
Continual Learning with Columnar Spiking Neural Networks D. Larionov Nikolay Bazenkov Mikhail Kiselev 29 0 0 20 Jun 2025
The Importance of Being Lazy: Scaling Limits of Continual Learning Jacopo Graldi Alessandro Breccia Giulia Lanzillotta Thomas Hofmann Lorenzo Noci CLL 43 0 0 20 Jun 2025
Universal Music Representations? Evaluating Foundation Models on World Music Corpora Charilaos Papaioannou Emmanouil Benetos Alexandros Potamianos 46 0 0 20 Jun 2025
Watermarking Autoregressive Image Generation Nikola Jovanović Ismail Labiad Tomáš Souček Martin Vechev Pierre Fernandez WIGM 50 0 0 19 Jun 2025
Weight Factorization and Centralization for Continual Learning in Speech Recognition Enes Yavuz Ugan Ngoc-Quan Pham Alexander Waibel CLL MoMe 33 0 0 19 Jun 2025
The Condition Number as a Scale-Invariant Proxy for Information Encoding in Neural Units Oswaldo Ludwig 19 0 0 19 Jun 2025
RiOT: Efficient Prompt Refinement with Residual Optimization Tree Chenyi Zhou Zhengyan Shi Yuan Yao Lei Liang H. Chen Qiang Zhang 32 0 0 19 Jun 2025
Task-Agnostic Experts Composition for Continual Learning Luigi Quarantiello Andrea Cossu Vincenzo Lomonaco CLL MoMe 22 0 0 18 Jun 2025
Context-Informed Grounding Supervision Hyunji Lee Seunghyun Yoon Yunjae Won Hanseok Oh Geewook Kim Trung H. Bui Franck Dernoncourt Elias Stengel-Eskin Mohit Bansal Minjoon Seo LRM 60 0 0 18 Jun 2025
Knowledge Adaptation as Posterior Correction Mohammad Emtiyaz Khan 32 0 0 17 Jun 2025
MEAL: A Benchmark for Continual Multi-Agent Reinforcement Learning Tristan Tomilin Luka van den Boogaard Samuel Garcin Bram Grooten Meng Fang Mykola Pechenizkiy OffRL 27 0 0 17 Jun 2025
Unlearning-Enhanced Website Fingerprinting Attack: Against Backdoor Poisoning in Anonymous Networks Yali Yuan Kai Xu Ruolin Ma Yuchen Zhang AAML 30 0 0 16 Jun 2025
Dynamic Context-oriented Decomposition for Task-aware Low-rank Adaptation with Less Forgetting and Faster Convergence Yibo Yang Sihao Liu Chuan Rao Bang An Tiancheng Shen Philip Torr Ming-Hsuan Yang Bernard Ghanem 41 0 0 16 Jun 2025
Evolutionary Developmental Biology Can Serve as the Conceptual Foundation for a New Design Paradigm in Artificial Intelligence Zeki Doruk Erden Boi Faltings 31 0 0 15 Jun 2025
EKPC: Elastic Knowledge Preservation and Compensation for Class-Incremental Learning Huaijie Wang De Cheng Lingfeng He Yan Li Jie Li Nannan Wang X. Gao CLL 44 0 0 14 Jun 2025
Dynamic Mixture of Curriculum LoRA Experts for Continual Multimodal Instruction Tuning Chendi Ge Xin Eric Wang Zeyang Zhang Hong Chen Jiapei Fan Longtao Huang Hui Xue Wenwu Zhu MoE CLL 54 0 0 13 Jun 2025
FedNano: Toward Lightweight Federated Tuning for Pretrained Multimodal Large Language Models Y. Zhang Hewei Gao Haokun Chen Weiguo Li Yunpu Ma Volker Tresp 28 1 0 12 Jun 2025
Class-Incremental Learning for Honey Botanical Origin Classification with Hyperspectral Images: A Study with Continual Backpropagation Guyang Zhang Waleed Abdulla CLL 133 0 0 12 Jun 2025
Continual Hyperbolic Learning of Instances and Classes M. Ayoughi Mina Ghadimi Atigh Mohammad Mahdi Derakhshani Cees G. M. Snoek Pascal Mettes Paul T. Groth CLL 146 0 0 12 Jun 2025
Saturation Self-Organizing Map Igor Urbanik Paweł Gajewski CLL 148 0 0 12 Jun 2025
Analytic Task Scheduler: Recursive Least Squares Based Method for Continual Learning in Embodied Foundation Models Lipei Xie Yingxin Li Huiping Zhuang CLL 82 0 0 11 Jun 2025
ErrorEraser: Unlearning Data Bias for Improved Continual Learning Xuemei Cao Hanlin Gu Xin Yang Bingjun Wei Haoyang Liang Xiangkun Wang Tianrui Li CLL KELM MU 77 0 0 11 Jun 2025
Auto-Compressing Networks Vaggelis Dorovatas Georgios Paraskevopoulos Alexandros Potamianos 72 0 0 11 Jun 2025
Trustworthy AI for Medicine: Continuous Hallucination Detection and Elimination with CHECK Carlos Garcia-Fernandez Luis Felipe Monique Shotande Muntasir Zitu Aakash Tripathi Ghulam Rasool Issam El Naqa Vivek Rudrapatna Gilmer Valdes HILM LM&MA 31 0 0 10 Jun 2025
Circumventing Backdoor Space via Weight Symmetry Jie Peng Hongwei Yang Jing Zhao Hengji Dong Hui He Weizhe Zhang Haoyu He AAML 17 0 0 09 Jun 2025
DPFormer: Dynamic Prompt Transformer for Continual Learning Sheng-Kai Huang Jiun-Feng Chang Chun-Rong Huang CLL 27 0 0 09 Jun 2025
SHIELD: Secure Hypernetworks for Incremental Expansion Learning Defense Patryk Krukowski Łukasz Gorczyca Piotr Helm Kamil Ksiazek Przemysław Spurek AAML CLL 45 0 0 09 Jun 2025
Beyond Benchmarks: A Novel Framework for Domain-Specific LLM Evaluation and Knowledge Mapping Nitin Sharma Thomas Wolfers Çağatay Yıldız ALM 36 0 0 09 Jun 2025
FREE: Fast and Robust Vision Language Models with Early Exits Divya J. Bajpai M. Hanawal VLM 23 0 0 07 Jun 2025
Non-Intrusive Load Monitoring Based on Image Load Signatures and Continual Learning Olimjon Toirov Wei Yu 26 0 0 07 Jun 2025
Dynamic Mixture of Progressive Parameter-Efficient Expert Library for Lifelong Robot Learning Yuheng Lei Sitong Mao Shunbo Zhou Hongyuan Zhang Xuelong Li Ping Luo CLL 54 0 0 06 Jun 2025
Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Fardis Nadimi Payam Abdisarabshali Kasra Borazjani Jacob Chakareski Seyyedali Hosseinalipour 81 0 0 06 Jun 2025
Action-Adaptive Continual Learning: Enabling Policy Generalization under Dynamic Action Spaces Chaofan Pan Jiafen Liu Yanhua Li Linbo Xiong Fan Min Wei Wei Xin Yang CLL 64 0 0 06 Jun 2025
Optimal Rates in Continual Linear Regression via Increasing Regularization Ran Levinstein Amit Attia Matan Schliserman Uri Sherman Tomer Koren Daniel Soudry Itay Evron CLL 36 0 0 06 Jun 2025
Towards Lifecycle Unlearning Commitment Management: Measuring Sample-level Unlearning Completeness Cheng-Long Wang Qi Li Zihang Xiang Yinzhi Cao Di Wang MU 58 1 0 06 Jun 2025
Multidimensional Analysis of Specific Language Impairment Using Unsupervised Learning Through PCA and Clustering Niruthiha Selvanayagam 55 0 0 05 Jun 2025
Hierarchical-Task-Aware Multi-modal Mixture of Incremental LoRA Experts for Embodied Continual Learning Ziqi Jia Anmin Wang Xiaoyang Qu Xiaowen Yang Jianzong Wang CLL 128 0 0 05 Jun 2025
Self-Composing Policies for Scalable Continual Reinforcement Learning Mikel Malagón Josu Ceberio Jose A. Lozano CLL 58 5 0 04 Jun 2025
Replay Can Provably Increase Forgetting Yasaman Mahdaviyeh James Lucas Mengye Ren A. Tolias R. Zemel T. Pitassi KELM CLL 86 0 0 04 Jun 2025
Training Cross-Morphology Embodied AI Agents: From Practical Challenges to Theoretical Foundations Shaoshan Liu Fan Wang Hongjun Zhou Yuanfeng Wang 96 0 0 04 Jun 2025
Rethinking the Stability-Plasticity Trade-off in Continual Learning from an Architectural Perspective Aojun Lu Hangjie Yuan Tao Feng Yanan Sun 67 2 0 04 Jun 2025
The Future of Continual Learning in the Era of Foundation Models: Three Key Directions Jack Bell Luigi Quarantiello Eric Nuertey Coleman Lanpei Li Malio Li Mauro Madeddu Elia Piccoli Vincenzo Lomonaco KELM 49 0 0 03 Jun 2025
Class Incremental Learning for Algorithm Selection Mate Botond Nemeth Emma Hart Kevin Sim Quentin Renau CLL 55 0 0 02 Jun 2025
Continual Speech Learning with Fused Speech Features Guitao Wang Jinming Zhao Hao Yang Guilin Qi Tongtong Wu Gholamreza Haffari CLL 91 0 0 02 Jun 2025
STSA: Federated Class-Incremental Learning via Spatial-Temporal Statistics Aggregation Zenghao Guan Guojun Zhu Yucan Zhou Wu Liu Weiping Wang Jiebo Luo Xiaoyan Gu 76 0 0 02 Jun 2025
Understanding Model Reprogramming for CLIP via Decoupling Visual Prompts C. Cai Zesheng Ye Lei Feng Jianzhong Qi Feng Liu VLM 73 1 0 01 Jun 2025