Global Convergence of Continual Learning on Non-IID Data Mar 24, 2025 Continual Learning
— Unverified Continual Reinforcement Learning for HVAC Systems Control: Integrating Hypernetworks and Transfer Learning Mar 24, 2025 Continual Learning Deep Reinforcement Learning
Code Code Available Knowledge Graph Enhanced Generative Multi-modal Models for Class-Incremental Learning Mar 24, 2025 class-incremental learning Class Incremental Learning
— Unverified Parental Guidance: Efficient Lifelong Learning through Evolutionary Distillation Mar 24, 2025 Continual Learning Diversity
— Unverified Dynamic Allocation Hypernetwork with Adaptive Model Recalibration for FCL Mar 23, 2025 Continual Learning Federated Learning
Code Code Available Replay4NCL: An Efficient Memory Replay-based Methodology for Neuromorphic Continual Learning in Embedded AI Systems Mar 21, 2025 Continual Learning
— Unverified On-Device Federated Continual Learning on RISC-V-based Ultra-Low-Power SoC for Intelligent Nano-Drone Swarms Mar 21, 2025 Continual Learning Face Recognition
— Unverified Towards Automatic Continual Learning: A Self-Adaptive Framework for Continual Instruction Tuning Mar 20, 2025 Continual Learning
— Unverified Continual Multimodal Contrastive Learning Mar 19, 2025 Continual Learning Contrastive Learning
— Unverified World Models in Artificial Intelligence: Sensing, Learning, and Reasoning Like a Child Mar 19, 2025 Causal Inference Continual Learning
— Unverified Technical Report for the 5th CLVision Challenge at CVPR: Addressing the Class-Incremental with Repetition using Unlabeled Data -- 4th Place Solution Mar 19, 2025 class-incremental learning Class Incremental Learning
Code Code Available Federated Continual 3D Segmentation With Single-round Communication Mar 19, 2025 Continual Learning Federated Learning
— Unverified FeNeC: Enhancing Continual Learning via Feature Clustering with Neighbor- or Logit-Based Classification Mar 18, 2025 Continual Learning
— Unverified Robust3D-CIL: Robust Class-Incremental Learning for 3D Perception Mar 18, 2025 Autonomous Driving class-incremental learning
— Unverified ProtoDepth: Unsupervised Continual Depth Completion with Prototypes Mar 17, 2025 3D Reconstruction Continual Learning
— Unverified Analytic Subspace Routing: How Recursive Least Squares Works in Continual Learning of Large Language Model Mar 17, 2025 Continual Learning Language Modeling
— Unverified A Continual Learning-driven Model for Accurate and Generalizable Segmentation of Clinically Comprehensive and Fine-grained Whole-body Anatomies in CT Mar 16, 2025 Computed Tomography (CT) Continual Learning
— Unverified Ferret: An Efficient Online Continual Learning Framework under Varying Memory Constraints Mar 15, 2025 Continual Learning
— Unverified Kolmogorov-Arnold Attention: Is Learnable Attention Better For Vision Transformers? Mar 13, 2025 Continual Learning Kolmogorov-Arnold Networks
— Unverified Sample Compression for Continual Learning Mar 13, 2025 Continual Learning
— Unverified Safe Continual Domain Adaptation after Sim2Real Transfer of Reinforcement Learning Policies in Robotics Mar 13, 2025 Continual Learning Domain Adaptation
— Unverified Enhanced Continual Learning of Vision-Language Models with Model Fusion Mar 12, 2025 Continual Learning parameter-efficient fine-tuning
— Unverified Freeze and Cluster: A Simple Baseline for Rehearsal-Free Continual Category Discovery Mar 12, 2025 Continual Learning Novel Class Discovery
— Unverified SoTCKGE:Continual Knowledge Graph Embedding Based on Spatial Offset Transformation Mar 11, 2025 Continual Learning Graph Embedding
— Unverified Sequential Function-Space Variational Inference via Gaussian Mixture Approximation Mar 10, 2025 Continual Learning Variational Inference
Code Code Available PTMs-TSCIL Pre-Trained Models Based Class-Incremental Learning Mar 10, 2025 class-incremental learning Class Incremental Learning
— Unverified Towards Experience Replay for Class-Incremental Learning in Fully-Binary Networks Mar 10, 2025 class-incremental learning Class Incremental Learning
— Unverified A Good Start Matters: Enhancing Continual Learning with Data-Driven Weight Initialization Mar 9, 2025 Continual Learning
— Unverified Pathological Prior-Guided Multiple Instance Learning For Mitigating Catastrophic Forgetting in Breast Cancer Whole Slide Image Classification Mar 8, 2025 Continual Learning Diagnostic
— Unverified Merge then Realign: Simple and Effective Modality-Incremental Continual Learning for Multimodal LLMs Mar 8, 2025 Continual Learning
— Unverified Minion Gated Recurrent Unit for Continual Learning Mar 8, 2025 Continual Learning image-classification
— Unverified CLDyB: Towards Dynamic Benchmarking for Continual Learning with Pre-trained Models Mar 6, 2025 Benchmarking Continual Learning
Code Code Available Teach YOLO to Remember: A Self-Distillation Approach for Continual Object Detection Mar 6, 2025 class-incremental learning Class Incremental Learning
— Unverified Knowledge Retention for Continual Model-Based Reinforcement Learning Mar 6, 2025 Continual Learning Model-based Reinforcement Learning
— Unverified No Forgetting Learning: Memory-free Continual Learning Mar 6, 2025 Continual Learning Knowledge Distillation
— Unverified Synthetic Data is an Elegant GIFT for Continual Vision-Language Models Mar 6, 2025 Continual Learning Image Generation
— Unverified Memory Efficient Continual Learning for Edge-Based Visual Anomaly Detection Mar 4, 2025 Anomaly Detection Continual Learning
— Unverified Parabolic Continual Learning Mar 3, 2025 Continual Learning
— Unverified Alchemist: Towards the Design of Efficient Online Continual Learning System Mar 3, 2025 Code Completion Continual Learning
— Unverified CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answering Mar 1, 2025 Continual Learning Language Modeling
— Unverified Efficient Prompting for Continual Adaptation to Missing Modalities Mar 1, 2025 Continual Learning
— Unverified Continual Learning-Aided Super-Resolution Scheme for Channel Reconstruction and Generalization in OFDM Systems Feb 28, 2025 Continual Learning Super-Resolution
— Unverified Exploring Open-world Continual Learning with Knowns-Unknowns Knowledge Transfer Feb 27, 2025 Continual Learning Transfer Learning
Code Code Available PCL: Prompt-based Continual Learning for User Modeling in Recommender Systems Feb 26, 2025 Continual Learning Multi-Task Learning
— Unverified C-LoRA: Continual Low-Rank Adaptation for Pre-trained Models Feb 25, 2025 Continual Learning
— Unverified On-device edge learning for IoT data streams: a survey Feb 25, 2025 Continual Learning Meta-Learning
— Unverified SECURA: Sigmoid-Enhanced CUR Decomposition with Uninterrupted Retention and Low-Rank Adaptation in Large Language Models Feb 25, 2025 Continual Learning GSM8K
— Unverified PVBF: A Framework for Mitigating Parameter Variation Imbalance in Online Continual Learning Feb 25, 2025 Continual Learning
— Unverified CLIMB-3D: Continual Learning for Imbalanced 3D Instance Segmentation Feb 24, 2025 3D Instance Segmentation Continual Learning
Code Code Available Few-shot Continual Relation Extraction via Open Information Extraction Feb 23, 2025 Continual Learning Continual Relation Extraction
— Unverified 