CSTA: Spatial-Temporal Causal Adaptive Learning for Exemplar-Free Video Class-Incremental Learning Jan 13, 2025 class-incremental learning Class Incremental Learning
Code Code Available Information-Theoretic Dual Memory System for Continual Learning Jan 13, 2025 Continual Learning
— Unverified TiEBe: Tracking Language Model Recall of Notable Worldwide Events Through Time Jan 13, 2025 Continual Learning Language Modeling
Code Code Available Dynamic Prototype Rehearsal for Continual Learning in ECG Arrhythmia Detection Jan 13, 2025 Arrhythmia Detection Continual Learning
— Unverified Soup to go: mitigating forgetting during continual learning with model averaging Jan 9, 2025 Continual Learning Task Arithmetic
— Unverified LSEBMCL: A Latent Space Energy-Based Model for Continual Learning Jan 9, 2025 Continual Learning
— Unverified Supervised Learning with Evolving Tasks and Performance Guarantees Jan 9, 2025 Continual Learning Multi-Task Learning
Code Code Available Towards Balanced Continual Multi-Modal Learning in Human Pose Estimation Jan 9, 2025 3D Human Pose Estimation 3D Pose Estimation
— Unverified Federated-Continual Dynamic Segmentation of Histopathology guided by Barlow Continuity Jan 8, 2025 Continual Learning
— Unverified Improving GenIR Systems Based on User Feedback Jan 6, 2025 Continual Learning Prompt Learning
— Unverified Fresh-CL: Feature Realignment through Experts on Hypersphere in Continual Learning Jan 4, 2025 Continual Learning Mixture-of-Experts
— Unverified ZeroFlow: Overcoming Catastrophic Forgetting is Easier than You Think Jan 2, 2025 Continual Learning
— Unverified Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor Jan 1, 2025 Continual Learning Federated Learning
— Unverified H2ST: Hierarchical Two-Sample Tests for Continual Out-of-Distribution Detection Jan 1, 2025 Continual Learning Incremental Learning
Code Code Available Online Task-Free Continual Learning via Dynamic Expansionable Memory Distribution Jan 1, 2025 Continual Learning
Code Code Available Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning Jan 1, 2025 class-incremental learning Class Incremental Learning
— Unverified Rethinking Personalized Aesthetics Assessment: Employing Physique Aesthetics Assessment as An Exemplification Jan 1, 2025 Continual Learning
— Unverified BiLoRA: Almost-Orthogonal Parameter Spaces for Continual Learning Jan 1, 2025 Continual Learning parameter-efficient fine-tuning
— Unverified AVQACL: A Novel Benchmark for Audio-Visual Question Answering Continual Learning Jan 1, 2025 Audio-visual Question Answering Continual Learning
Code Code Available ACIL: Active Class Incremental Learning for Image Classification Dec 31, 2024 Active Learning Classification
— Unverified Unforgettable Lessons from Forgettable Images: Intra-Class Memorability Matters in Computer Vision Dec 30, 2024 Continual Learning
— Unverified Exemplar-condensed Federated Class-incremental Learning Dec 25, 2024 class-incremental learning Class Incremental Learning
— Unverified Addressing Spatial-Temporal Data Heterogeneity in Federated Continual Learning via Tail Anchor Dec 24, 2024 Continual Learning Federated Learning
— Unverified Towards Macro-AUC oriented Imbalanced Multi-Label Continual Learning Dec 24, 2024 Continual Learning Multi-class Classification
Code Code Available Enhancing Online Continual Learning with Plug-and-Play State Space Model and Class-Conditional Mixture of Discretization Dec 24, 2024 Continual Learning
— Unverified Developmental Predictive Coding Model for Early Infancy Mono and Bilingual Vocal Continual Learning Dec 23, 2024 Continual Learning Language Acquisition
— Unverified Hierarchically Gated Experts for Efficient Online Continual Learning Dec 22, 2024 Continual Learning
— Unverified Generate to Discriminate: Expert Routing for Continual Learning Dec 22, 2024 Continual Learning Incremental Learning
— Unverified Video Domain Incremental Learning for Human Action Recognition in Home Environments Dec 22, 2024 Action Recognition class-incremental learning
— Unverified Algorithm Design for Continual Learning in IoT Networks Dec 22, 2024 Continual Learning
— Unverified Chained Tuning Leads to Biased Forgetting Dec 21, 2024 Continual Learning
— Unverified Uncertainty Quantification in Continual Open-World Learning Dec 21, 2024 Active Learning AI Agent
— Unverified Theory of Mixture-of-Experts for Mobile Edge Computing Dec 20, 2024 Computational Efficiency Continual Learning
— Unverified Continual Learning Using Only Large Language Model Prompting Dec 20, 2024 Continual Learning Language Modeling
— Unverified In-context Continual Learning Assisted by an External Continual Learner Dec 20, 2024 Continual Learning In-Context Learning
Code Code Available Hierarchical Subspaces of Policies for Continual Offline Reinforcement Learning Dec 19, 2024 Continual Learning MuJoCo
— Unverified Balanced Gradient Sample Retrieval for Enhanced Knowledge Retention in Proxy-based Continual Learning Dec 19, 2024 Continual Learning Contrastive Learning
— Unverified Domain-adaptative Continual Learning for Low-resource Tasks: Evaluation on Nepali Dec 18, 2024 Continual Learning
— Unverified Unleashing the Power of Continual Learning on Non-Centralized Devices: A Survey Dec 18, 2024 Continual Learning
— Unverified What Has Been Overlooked in Contrastive Source-Free Domain Adaptation: Leveraging Source-Informed Latent Augmentation within Neighborhood Context Dec 18, 2024 Continual Learning Contrastive Learning
Code Code Available Toxicity Detection towards Adaptability to Changing Perturbations Dec 17, 2024 Continual Learning Incremental Learning
— Unverified Modality-Inconsistent Continual Learning of Multimodal Large Language Models Dec 17, 2024 Continual Learning Knowledge Distillation
— Unverified ALADE-SNN: Adaptive Logit Alignment in Dynamically Expandable Spiking Neural Networks for Class Incremental Learning Dec 17, 2024 class-incremental learning Class Incremental Learning
— Unverified Adapter-Enhanced Semantic Prompting for Continual Learning Dec 15, 2024 Continual Learning
— Unverified TinySubNets: An efficient and low capacity continual learning strategy Dec 14, 2024 Continual Learning Quantization
Code Code Available Linked Adapters: Linking Past and Future to Present for Effective Continual Learning Dec 14, 2024 Continual Learning image-classification
— Unverified SegACIL: Solving the Stability-Plasticity Dilemma in Class-Incremental Semantic Segmentation Dec 14, 2024 Class-Incremental Semantic Segmentation Continual Learning
Code Code Available BgGPT 1.0: Extending English-centric LLMs to other languages Dec 14, 2024 Continual Learning
— Unverified Continual Learning for Behavior-based Driver Identification Dec 14, 2024 Continual Learning Driver Identification
Code Code Available CONCLAD: COntinuous Novel CLAss Detector Dec 13, 2024 Continual Learning Novelty Detection
— Unverified 