Title
HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Language Model Haiyang Guo Fanhu Zeng Ziwei Xiang Fei Zhu Da-Han Wang Xu-Yao Zhang Cheng-Lin Liu 144 3 0 17 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 CLL KELM 116 2 0 17 Mar 2025
Hybrid Learners Do Not Forget: A Brain-Inspired Neuro-Symbolic Approach to Continual Learning Amin Banayeeanzade Mohammad Rostami CLL 105 0 0 16 Mar 2025
TikZero: Zero-Shot Text-Guided Graphics Program Synthesis Jonas Belouadi Eddy Ilg Margret Keuper Hideki Tanaka Masao Utiyama Raj Dabre Steffen Eger Simone Paolo Ponzetto 221 0 0 14 Mar 2025
An experimental approach on Few Shot Class Incremental Learning Marinela Adam CLL 143 0 0 14 Mar 2025
Upcycling Text-to-Image Diffusion Models for Multi-Task Capabilities Ruchika Chavhan Abhinav Mehrotra Malcolm Chadwick Alberto Gil C. P. Ramos Luca Morreale Mehdi Noroozi Sourav Bhattacharya 91 0 0 14 Mar 2025
EFC++: Elastic Feature Consolidation with Prototype Re-balancing for Cold Start Exemplar-free Incremental Learning Simone Magistri Tomaso Trinci Albin Soutif--Cormerais Joost van de Weijer Andrew D. Bagdanov 143 0 0 13 Mar 2025
ConceptGuard: Continual Personalized Text-to-Image Generation with Forgetting and Confusion Mitigation Zirun Guo Tao Jin DiffM 83 2 0 13 Mar 2025
Continual Text-to-Video Retrieval with Frame Fusion and Task-Aware Routing Zecheng Zhao Zhi Chen Zi-Rui Huang S. Sadiq Tong Chen 117 0 0 13 Mar 2025
Generative Binary Memory: Pseudo-Replay Class-Incremental Learning on Binarized Embeddings Yanis Basso-Bert Anca Molnos Romain Lemaire William Guicquero Antoine Dupret BDL 116 0 0 13 Mar 2025
Test-Time Discovery via Hashing Memory Fan Lyu Tianle Liu Zheng Zhang Fuyuan Hu Liang Wang TTA 102 0 0 12 Mar 2025
ValSub: Subsampling Validation Data to Mitigate Forgetting during ASR Personalization Haaris Mehmood Karthikeyan P. Saravanan Pablo Peso Parada David Tuckey Mete Ozay Gil Ho Lee Jungin Lee Seokyeong Jung 108 0 0 12 Mar 2025
Enhanced Continual Learning of Vision-Language Models with Model Fusion Haoyuan Gao Zicong Zhang Yuqi Wei Linglan Zhao Guilin Li Yuezun Li Linghe Kong Weiran Huang CLL VLM 390 0 0 12 Mar 2025
DitHub: A Modular Framework for Incremental Open-Vocabulary Object Detection Chiara Cappellino Gianluca Mancusi Matteo Mosconi Angelo Porrello Simone Calderara Rita Cucchiara ObjD VLM 198 0 0 12 Mar 2025
Freeze and Cluster: A Simple Baseline for Rehearsal-Free Continual Category Discovery Chuyu Zhang Xueyang Yu Peiyan Gu Xuming He CLL 154 0 0 12 Mar 2025
Achieving More with Less: Additive Prompt Tuning for Rehearsal-Free Class-Incremental Learning Haoran Chen Ping Wang Zihan Zhou Xinming Zhang Zuxuan Wu Yu Jiang CLL 123 0 0 11 Mar 2025
MT-NAM: An Efficient and Adaptive Model for Epileptic Seizure Detection Arshia Afzal Volkan Cevher Mahsa Shoaran 102 0 0 11 Mar 2025
SoTCKGE:Continual Knowledge Graph Embedding Based on Spatial Offset Transformation Xinyu Wang Jinshuo Liu Cheng Bi Kaijian Xie Meng Wang Juan Deng Jeff Pan 85 0 0 11 Mar 2025
Continual Learning for Multiple Modalities Hyundong Jin Eunwoo Kim CLL 127 0 0 11 Mar 2025
RoboCopilot: Human-in-the-loop Interactive Imitation Learning for Robot Manipulation Philipp Wu Yide Shentu Qiayuan Liao Ding Jin Menglong Guo Koushil Sreenath Xingyu Lin Pieter Abbeel 99 2 0 10 Mar 2025
Towards Experience Replay for Class-Incremental Learning in Fully-Binary Networks Yanis Basso-Bert Anca Molnos Romain Lemaire William Guicquero Antoine Dupret CLL 142 0 0 10 Mar 2025
Universal Incremental Learning: Mitigating Confusion from Inter- and Intra-task Distribution Randomness Sheng Luo Yi Zhou Tao Zhou CLL 182 0 0 10 Mar 2025
PTMs-TSCIL Pre-Trained Models Based Class-Incremental Learning Yuanlong Wu Mingxing Nie Tao Zhu L. Chen Huansheng Ning Yaping Wan CLL 91 0 0 10 Mar 2025
Sequential Function-Space Variational Inference via Gaussian Mixture Approximation Menghao Waiyan William Zhu Pengcheng Hao E. Kuruoglu BDL 88 0 0 10 Mar 2025
A Comprehensive Survey of Mixture-of-Experts: Algorithms, Theory, and Applications Siyuan Mu Sen Lin MoE 508 5 0 10 Mar 2025
WECAR: An End-Edge Collaborative Inference and Training Framework for WiFi-Based Continuous Human Activity Recognition Rong Li Tao Deng Siwei Feng He Huang Juncheng Jia Di Yuan Keqin Li 85 0 0 09 Mar 2025
A Good Start Matters: Enhancing Continual Learning with Data-Driven Weight Initialization Md Yousuf Harun Christopher Kanan AI4CE 93 0 0 09 Mar 2025
Minion Gated Recurrent Unit for Continual Learning Abdullah M. Zyarah Dhireesha Kudithipudi 95 0 0 08 Mar 2025
Lifelong Learning with Task-Specific Adaptation: Addressing the Stability-Plasticity Dilemma Ruiyu Wang Sen Wang Wei Ji Q. Sun CLL KELM 105 0 0 08 Mar 2025
Pathological Prior-Guided Multiple Instance Learning For Mitigating Catastrophic Forgetting in Breast Cancer Whole Slide Image Classification Weixi Zheng Aoling Huang. Jingping Yuan Jingping Yuan Haoyu Zhao Zhou Zhao Yongchao Xu Thierry Géraud CLL 151 0 0 08 Mar 2025
Merge then Realign: Simple and Effective Modality-Incremental Continual Learning for Multimodal LLMs Dingkun Zhang Shuhan Qi Xinyu Xiao Kehai Chen Xuan Wang CLL MoMe 119 0 0 08 Mar 2025
Mastering Continual Reinforcement Learning through Fine-Grained Sparse Network Allocation and Dormant Neuron Exploration Chengqi Zheng Haiyan Yin Jianda Chen Terence Ng Yew-Soon Ong Ivor Tsang CLL 451 0 0 07 Mar 2025
CLDyB: Towards Dynamic Benchmarking for Continual Learning with Pre-trained Models Shengzhuang Chen Yikai Liao Xiaoxiao Sun Kede Ma Ying Wei 152 0 0 06 Mar 2025
Keeping Yourself is Important in Downstream Tuning Multimodal Large Language Model Wenke Huang Jian Liang Xianda Guo Yiyang Fang Guancheng Wan ... Bin Yang He Li Jiawei Shao Mang Ye Di Lin OffRL LRM MLLM KELM VLM 161 4 0 06 Mar 2025
Knowledge Retention for Continual Model-Based Reinforcement Learning Yixiang Sun Haotian Fu M. L. Littman George Konidaris OffRL CLL VLM 116 0 0 06 Mar 2025
Convergence Analysis of Federated Learning Methods Using Backward Error Analysis Jinwoo Lim Suhyun Kim Soo-Mook Moon FedML 121 0 0 05 Mar 2025
Robust Learning of Diverse Code Edits Tushar Aggarwal Swayam Singh Abhijeet Awasthi Aditya Kanade Nagarajan Natarajan SyDa 559 0 0 05 Mar 2025
A Theory of Initialisation's Impact on Specialisation Devon Jarvis Sebastian Lee Clémentine Dominé Andrew M. Saxe Stefano Sarao Mannelli CLL 138 2 0 04 Mar 2025
Beyond Cosine Decay: On the effectiveness of Infinite Learning Rate Schedule for Continual Pre-training Paul Janson Vaibhav Singh Paria Mehrbod Adam Ibrahim Irina Rish Eugene Belilovsky Benjamin Thérien CLL 143 1 0 04 Mar 2025
Memory Efficient Continual Learning for Edge-Based Visual Anomaly Detection Manuel Barusco Lorenzo DÁntoni Davide Dalle Pezze Francesco Borsatti Gian Antonio Susto 95 0 0 04 Mar 2025
A Selective Learning Method for Temporal Graph Continual Learning Hanmo Liu Hanmo Liu Haoyang Li Xun Jian Yijiao Wang Lei Chen CLL 101 0 0 03 Mar 2025
An Efficient Continual Learning Framework for Multivariate Time Series Prediction Tasks with Application to Vehicle State Estimation Arvin Hosseinzadeh Ladan Khoshnevisan Mohammad Pirani Shojaeddin Chenouri Amir Khajepour CLL AI4TS 95 1 0 03 Mar 2025
Parabolic Continual Learning Haoming Yang Ali Hasan Vahid Tarokh 119 1 0 03 Mar 2025
STAR: Stability-Inducing Weight Perturbation for Continual Learning Masih Eskandar Tooba Imtiaz Davin Hill Zifeng Wang Jennifer Dy CLL 65 0 0 03 Mar 2025
Advancing Prompt-Based Methods for Replay-Independent General Continual Learning Zhiqi Kang Liyuan Wang Xingxing Zhang Karteek Alahari CLL VLM 101 1 0 02 Mar 2025
Efficient Prompting for Continual Adaptation to Missing Modalities Zirun Guo Shulei Wang Wang Lin Weicai Yan Yangyang Wu Tao Jin CLL VLM 119 3 0 01 Mar 2025
Class-Independent Increment: An Efficient Approach for Multi-label Class-Incremental Learning Songlin Dong Yuhang He Zhengdong Zhou Haoyu Luo Xing Wei Alex C. Kot Yihong Gong CLL 115 2 0 01 Mar 2025
Continual Learning-Aided Super-Resolution Scheme for Channel Reconstruction and Generalization in OFDM Systems Jianqiao Chen Nan Ma Wenkai Liu Xiaodong Xu Ping Zhang SupR CLL 63 0 0 28 Feb 2025
SemiSAM+: Rethinking Semi-Supervised Medical Image Segmentation in the Era of Foundation Models Yichi Zhang Bohao Lv Le Xue Wenbo Zhang Yuchen Liu Yu Fu Yuan Cheng Yuan Qi VLM MedIm 102 1 0 28 Feb 2025
OpenEarthSensing: Large-Scale Fine-Grained Benchmark for Open-World Remote Sensing Xiang Xiang Zhuo Xu Yao Deng Qinhao Zhou Yifan Liang Ke Chen Qingfang Zheng Yaowei Wang Xilin Chen Wen Gao VLM 144 0 0 28 Feb 2025