Title
Memorization and Knowledge Injection in Gated LLMs Xu Pan Ely Hahami Zechen Zhang H. Sompolinsky KELM CLL RALM 108 1 0 30 Apr 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
Improvements of Dark Experience Replay and Reservoir Sampling towards Better Balance between Consolidation and Plasticity Taisuke Kobayashi CLL 43 0 0 29 Apr 2025
The Estimation of Continual Causal Effect for Dataset Shifting Streams Baining Chen Yiming Zhang Yuqiao Han Ruyue Zhang Ruihuan Du Zhishuo Zhou Zhengdan Zhu Xun Liu Jiecheng Guo 203 0 0 29 Apr 2025
What Causes Knowledge Loss in Multilingual Language Models? Maria Khelli Samuel Cahyawijaya Ayu Purwarianti Genta Indra Winata CLL 58 0 0 29 Apr 2025
Feature Staleness Aware Incremental Learning for CTR Prediction Zhikai Wang Yanyan Shen Zibin Zhang Kangyi Lin 39 2 0 29 Apr 2025
TrueFake: A Real World Case Dataset of Last Generation Fake Images also Shared on Social Networks S. Dell’Anna Andrea Montibeller Giulia Boato 62 0 0 29 Apr 2025
Advance Fake Video Detection via Vision Transformers Joy Battocchio S. Dell’Anna Andrea Montibeller Giulia Boato ViT VGen 41 0 0 29 Apr 2025
Mitigating Catastrophic Forgetting in the Incremental Learning of Medical Images Sara Yavari Jacob Furst CLL 58 0 0 28 Apr 2025
Personalized Artificial General Intelligence (AGI) via Neuroscience-Inspired Continuous Learning Systems Rajeev Gupta Suhani Gupta Ronak Parikh Divya Gupta Amir Javaheri Jairaj Singh Shaktawat AI4CE 22 0 0 27 Apr 2025
POET: Prompt Offset Tuning for Continual Human Action Adaptation Prachi Garg Joseph K J V. Balasubramanian Necati Cihan Camgöz Chengde Wan Kenrick Kin Weiguang Si Shugao Ma Fernando de la Torre 69 0 0 25 Apr 2025
Think, Prune, Train, Improve: Scaling Reasoning without Scaling Models Caia Costello Simon Guo Anna Goldie Azalia Mirhoseini ReLM SyDa LRM 116 2 0 25 Apr 2025
Enhancing Pre-Trained Model-Based Class-Incremental Learning through Neural Collapse Kun He Zijian Song Shuoxi Zhang J. Hopcroft CLL 61 0 0 25 Apr 2025
Noise-Tolerant Coreset-Based Class Incremental Continual Learning Edison Mucllari Aswin Raghavan Z. Daniels CLL NoLa 221 0 0 23 Apr 2025
Dynamic Time-aware Continual User Representation Learning Seungyoon Choi Sein Kim Hongseok Kang Wonjoong Kim Chanyoung Park CLL 57 0 0 23 Apr 2025
SPECI: Skill Prompts based Hierarchical Continual Imitation Learning for Robot Manipulation Jingkai Xu Xiangli Nie 37 0 0 22 Apr 2025
ZeroSlide: Is Zero-Shot Classification Adequate for Lifelong Learning in Whole-Slide Image Analysis in the Era of Pathology Vision-Language Foundation Models? Doanh C. Bui H. Pham Vu Trung Duong Le Tuan Hai Vu Van Duy Tran Y. Nakashima VLM 46 1 0 22 Apr 2025
Few-Shot Vision-Language Action-Incremental Policy Learning Mingchen Song Xiang Deng Guoqiang Zhong Qi Lv Jia Wan Yinchuan Li Haifeng Zhang Weili Guan 43 0 0 22 Apr 2025
Audio-Visual Class-Incremental Learning for Fish Feeding intensity Assessment in Aquaculture Meng Cui Xianghu Yue Xinyuan Qian Jinzheng Zhao Haohe Liu Xubo Liu Daoliang Li Wenwu Wang 36 0 0 21 Apr 2025
Semi-parametric Memory Consolidation: Towards Brain-like Deep Continual Learning Geng Liu Fei Zhu Rong Feng Zhiqiang Yi Shiqi Wang Gaofeng Meng Zhaoxiang Zhang CLL 40 0 0 20 Apr 2025
Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data Yuting He Yiqiang Chen Xiaodong Yang H. Yu Yi-Hua Huang Yang Gu FedML 69 21 0 20 Apr 2025
SwitchMT: An Adaptive Context Switching Methodology for Scalable Multi-Task Learning in Intelligent Autonomous Agents Avaneesh Devkota Rachmad Vidya Wicaksana Putra Mohamed Bennai 28 0 0 18 Apr 2025
Parameter-Efficient Continual Fine-Tuning: A Survey Eric Nuertey Coleman Luigi Quarantiello Ziyue Liu Qinwen Yang Samrat Mukherjee J. Hurtado Vincenzo Lomonaco CLL 36 0 0 18 Apr 2025
Harmony: A Unified Framework for Modality Incremental Learning Y. Song Xiaoshan Yang D. Jiang Yaowei Wang Changsheng Xu CLL 50 0 0 17 Apr 2025
Continual Learning Strategies for 3D Engineering Regression Problems: A Benchmarking Study Kaira M. Samuel Faez Ahmed 55 0 0 16 Apr 2025
GPS: Distilling Compact Memories via Grid-based Patch Sampling for Efficient Online Class-Incremental Learning Mingchuan Ma Yuhao Zhou Jindi Lv Yuxin Tian Dan Si Shujian Li Qing Ye Jiancheng Lv CLL 43 0 0 14 Apr 2025
Myanmar XNLI: Building a Dataset and Exploring Low-resource Approaches to Natural Language Inference with Myanmar Aung Kyaw Htet Mark Dras 39 1 0 13 Apr 2025
Query-based Knowledge Transfer for Heterogeneous Learning Environments Norah Alballa Wenxuan Zhang Ziquan Liu A. Abdelmoniem Mohamed Elhoseiny Marco Canini 38 0 0 12 Apr 2025
Task-conditioned Ensemble of Expert Models for Continuous Learning Renu Sharma Debasmita Pal Arun Ross OOD KELM 234 0 0 11 Apr 2025
CMIP-CIL: A Cross-Modal Benchmark for Image-Point Class Incremental Learning Chao Qi Jianqin Yin Ren Zhang CLL 3DPC VLM 40 0 0 11 Apr 2025
Boosting the Class-Incremental Learning in 3D Point Clouds via Zero-Collection-Cost Basic Shape Pre-Training Chao Qi Jianqin Yin Meng Chen Yingchun Niu Yuan Sun 3DPC CLL 50 0 0 11 Apr 2025
Position: Beyond Euclidean -- Foundation Models Should Embrace Non-Euclidean Geometries Neil He Jiahong Liu Buze Zhang N. Bui Ali Maatouk Menglin Yang Irwin King Melanie Weber Rex Ying 36 0 0 11 Apr 2025
On The Landscape of Spoken Language Models: A Comprehensive Survey Siddhant Arora Kai-Wei Chang Chung-Ming Chien Yifan Peng Haibin Wu Yossi Adi Emmanuel Dupoux Hung-yi Lee Karen Livescu Shinji Watanabe 52 3 0 11 Apr 2025
LoRAX: LoRA eXpandable Networks for Continual Synthetic Image Attribution Danielle Sullivan-Pao Nicole Tian Pooya Khorrami CLL 62 0 0 10 Apr 2025
S2R-HDR: A Large-Scale Rendered Dataset for HDR Fusion Yujin Wang Jiarui Wu Yichen Bian Fan Zhang Tianfan Xue 34 0 0 10 Apr 2025
DUKAE: DUal-level Knowledge Accumulation and Ensemble for Pre-Trained Model-Based Continual Learning Songze Li Tonghua Su Xu-Yao Zhang Qixing Xu Zhongjie Wang CLL 38 0 0 09 Apr 2025
FM-LoRA: Factorized Low-Rank Meta-Prompting for Continual Learning Xiaobing Yu Jin Yang Xiao Wu Peijie Qiu Xiaofeng Liu CLL 42 0 0 09 Apr 2025
Prototype-Based Continual Learning with Label-free Replay Buffer and Cluster Preservation Loss Agil Aghasanli Yi Li Plamen Angelov CLL VLM 57 0 0 09 Apr 2025
Adapting to Online Distribution Shifts in Deep Learning: A Black-Box Approach Dheeraj Baby Boran Han Shuai Zhang Cuixiong Hu Yuyang Wang Yu Wang OOD 58 1 0 09 Apr 2025
Neuron-level Balance between Stability and Plasticity in Deep Reinforcement Learning Jiahua Lan Sen Zhang Haixia Pan Ruijun Liu Li Shen Dacheng Tao CLL 38 0 0 09 Apr 2025
Sculpting Subspaces: Constrained Full Fine-Tuning in LLMs for Continual Learning Nikhil Shivakumar Nayak Krishnateja Killamsetty Ligong Han Abhishek Bhandwaldar Prateek Chanda ... Hao Wang Aldo Pareja Oleg Silkin Mustafa Eyceoz Akash Srivastava CLL 55 0 0 09 Apr 2025
SEE: Continual Fine-tuning with Sequential Ensemble of Experts Zhilin Wang Yafu Li Xiaoye Qu Yu Cheng CLL KELM 58 0 0 09 Apr 2025
Knowledge-Instruct: Effective Continual Pre-training from Limited Data using Instructions O. Ovadia Meni Brief Rachel Lemberg Eitam Sheetrit CLL KELM 54 0 0 08 Apr 2025
Meta-Continual Learning of Neural Fields Seungyoon Woo Junhyeog Yun Gunhee Kim CLL AI4CE 35 1 0 08 Apr 2025
Better Rates for Random Task Orderings in Continual Linear Models Itay Evron Ran Levinstein Matan Schliserman Uri Sherman Tomer Koren Daniel Soudry Nathan Srebro CLL 40 0 0 06 Apr 2025
Memory-Statistics Tradeoff in Continual Learning with Structural Regularization Haoran Li Jingfeng Wu Vladimir Braverman CLL 42 0 0 05 Apr 2025
Outlook Towards Deployable Continual Learning for Particle Accelerators Kishansingh Rajput Sen Lin Auralee Edelen Willem Blokland Malachi Schram 36 0 0 04 Apr 2025
BECAME: BayEsian Continual Learning with Adaptive Model MErging Mei Li Yuxiang Lu Qinyan Dai Suizhi Huang Yue Ding Hongtao Lu CLL MoMe 51 0 0 03 Apr 2025
Distributed Log-driven Anomaly Detection System based on Evolving Decision Making Zhuoran Tan Qiyuan Wang Christos Anagnostopoulos S. P. Parambath Jeremy Singer Sam Temple 55 0 0 03 Apr 2025
The Self-Learning Agent with a Progressive Neural Network Integrated Transformer Ajay Sivakumar Shalini Vasantha Raj Sebastian Sylvester AI4CE 36 0 0 03 Apr 2025