MAC-Gaze: Motion-Aware Continual Calibration for Mobile Gaze Tracking May 28, 2025 Activity Recognition Continual Learning
— Unverified IRS: Incremental Relationship-guided Segmentation for Digital Pathology May 28, 2025 Continual Learning Domain Generalization
Code Code Available Train with Perturbation, Infer after Merging: A Two-Stage Framework for Continual Learning May 28, 2025 Continual Learning parameter-efficient fine-tuning
— Unverified SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting May 28, 2025 Continual Learning
— Unverified Measuring Representational Shifts in Continual Learning: A Linear Transformation Perspective May 27, 2025 Continual Learning
— Unverified Cut out and Replay: A Simple yet Versatile Strategy for Multi-Label Online Continual Learning May 26, 2025 Continual Learning Missing Labels
Code Code Available MM-Prompt: Cross-Modal Prompt Tuning for Continual Visual Question Answering May 26, 2025 Continual Learning Question Answering
Code Code Available Beyond Freezing: Sparse Tuning Enhances Plasticity in Continual Learning with Pre-Trained Models May 26, 2025 Continual Learning
Code Code Available Data-Distill-Net: A Data Distillation Approach Tailored for Reply-based Continual Learning May 26, 2025 Continual Learning Dataset Distillation
— Unverified Knowledge Grafting of Large Language Models May 24, 2025 Continual Learning Knowledge Distillation
Code Code Available Exemplar-Free Continual Learning for State Space Models May 24, 2025 Continual Learning Exemplar-Free
— Unverified Learning without Isolation: Pathway Protection for Continual Learning May 24, 2025 Continual Learning Graph Matching
Code Code Available Analyzing Mitigation Strategies for Catastrophic Forgetting in End-to-End Training of Spoken Language Models May 23, 2025 Continual Learning Question Answering
— Unverified A Unified Gradient-based Framework for Task-agnostic Continual Learning-Unlearning May 21, 2025 Continual Learning Incremental Learning
— Unverified Bayesian Ensembling: Insights from Online Optimization and Empirical Bayes May 21, 2025 Continual Learning Ensemble Learning
Code Code Available Contrastive Consolidation of Top-Down Modulations Achieves Sparsely Supervised Continual Learning May 20, 2025 Continual Learning Contrastive Learning
— Unverified Listen, Analyze, and Adapt to Learn New Attacks: An Exemplar-Free Class Incremental Learning Method for Audio Deepfake Source Tracing May 20, 2025 class-incremental learning Class Incremental Learning
— Unverified ACU: Analytic Continual Unlearning for Efficient and Exact Forgetting with Privacy Preservation May 18, 2025 Continual Learning
— Unverified Scalable Strategies for Continual Learning with Replay May 18, 2025 Continual Learning Task Arithmetic
— Unverified AFCL: Analytic Federated Continual Learning for Spatio-Temporal Invariance of Non-IID Data May 18, 2025 Continual Learning
— Unverified MINGLE: Mixtures of Null-Space Gated Low-Rank Experts for Test-Time Continual Model Merging May 17, 2025 Continual Learning Mixture-of-Experts
— Unverified CL-CaGAN: Capsule differential adversarial continuous learning for cross-domain hyperspectral anomaly detection May 17, 2025 Anomaly Detection Continual Learning
— Unverified CL-BioGAN: Biologically-Inspired Cross-Domain Continual Learning for Hyperspectral Anomaly Detection May 17, 2025 Anomaly Detection Continual Learning
— Unverified Continuous Subspace Optimization for Continual Learning May 17, 2025 Continual Learning
— Unverified Parameter Efficient Continual Learning with Dynamic Low-Rank Adaptation May 17, 2025 Continual Learning parameter-efficient fine-tuning
— Unverified AnalyticKWS: Towards Exemplar-Free Analytic Class Incremental Learning for Small-footprint Keyword Spotting May 17, 2025 class-incremental learning Class Incremental Learning
— Unverified Multi-Modal Multi-Task (M3T) Federated Foundation Models for Embodied AI: Potentials and Challenges for Edge Integration May 16, 2025 Continual Learning Federated Learning
— Unverified Task-Core Memory Management and Consolidation for Long-term Continual Learning May 15, 2025 Continual Learning Management
— Unverified Incorporating brain-inspired mechanisms for multimodal learning in artificial intelligence May 15, 2025 Computational Efficiency Continual Learning
Code Code Available Reinforced Interactive Continual Learning via Real-time Noisy Human Feedback May 15, 2025 Continual Learning Contrastive Learning
— Unverified A Conformal Predictive Measure for Assessing Catastrophic Forgetting May 15, 2025 Conformal Prediction Continual Learning
— Unverified Advancing Multiple Instance Learning with Continual Learning for Whole Slide Imaging May 15, 2025 Continual Learning Diagnostic
— Unverified Preserving Plasticity in Continual Learning with Adaptive Linearity Injection May 14, 2025 class-incremental learning Class Incremental Learning
— Unverified Attention-based Generative Latent Replay: A Continual Learning Approach for WSI Analysis May 13, 2025 Continual Learning Multiple Instance Learning
— Unverified GradMix: Gradient-based Selective Mixup for Robust Data Augmentation in Class-Incremental Learning May 13, 2025 class-incremental learning Class Incremental Learning
— Unverified Low-Complexity Inference in Continual Learning via Compressed Knowledge Transfer May 13, 2025 class-incremental learning Class Incremental Learning
— Unverified Continual Reinforcement Learning via Autoencoder-Driven Task and New Environment Recognition May 13, 2025 Continual Learning
— Unverified Robust Emotion Recognition via Bi-Level Self-Supervised Continual Learning May 13, 2025 Continual Learning Domain Adaptation
— Unverified Adaptive, Robust and Scalable Bayesian Filtering for Online Learning May 12, 2025 Continual Learning Multi-Armed Bandits
— Unverified Beyond CLIP Generalization: Against Forward&Backward Forgetting Adapter for Continual Learning of Vision-Language Models May 12, 2025 Continual Learning Few-Shot Learning
— Unverified Prototype Augmented Hypernetworks for Continual Learning May 12, 2025 Continual Learning
— Unverified Ranking-aware Continual Learning for LiDAR Place Recognition May 12, 2025 Autonomous Driving Continual Learning
— Unverified Replay-Based Continual Learning with Dual-Layered Distillation and a Streamlined U-Net for Efficient Text-to-Image Generation May 11, 2025 Continual Learning Image Generation
— Unverified CogniSNN: A First Exploration to Random Graph Architecture based Spiking Neural Networks with Enhanced Expandability and Neuroplasticity May 9, 2025 Continual Learning
— Unverified Neuro-Symbolic Concepts May 9, 2025 Continual Learning Novel Concepts
— Unverified Elastic Weight Consolidation for Full-Parameter Continual Pre-Training of Gemma2 May 9, 2025 ARC Belebele
— Unverified Replay to Remember (R2R): An Efficient Uncertainty-driven Unsupervised Continual Learning Framework Using Generative Replay May 7, 2025 Continual Learning
— Unverified Efficient Continual Learning in Keyword Spotting using Binary Neural Networks May 5, 2025 Continual Learning Keyword Spotting
— Unverified Lifelong Whole Slide Image Analysis: Online Vision-Language Adaptation and Past-to-Present Gradient Distillation May 4, 2025 class-incremental learning Class Incremental Learning
— Unverified SacFL: Self-Adaptive Federated Continual Learning for Resource-Constrained End Devices May 1, 2025 Continual Learning Contrastive Learning
Code Code Available 