FDCNet: Feature Drift Compensation Network for Class-Incremental Weakly Supervised Object Localization Sep 17, 2023 class-incremental learning Incremental Learning
Code Code Available PILOT: A Pre-Trained Model-Based Continual Learning Toolbox Sep 13, 2023 class-incremental learning Class Incremental Learning
Code Code Available Continual Learning with Dirichlet Generative-based Rehearsal Sep 13, 2023 Continual Learning Incremental Learning
— Unverified Adaptive User-centered Neuro-symbolic Learning for Multimodal Interaction with Autonomous Systems Sep 11, 2023 Incremental Learning multimodal interaction
— Unverified Class-Incremental Grouping Network for Continual Audio-Visual Learning Sep 11, 2023 audio-visual learning class-incremental learning
Code Code Available MultIOD: Rehearsal-free Multihead Incremental Object Detector Sep 11, 2023 class-incremental learning Class Incremental Learning
— Unverified Real-time Learning of Driving Gap Preference for Personalized Adaptive Cruise Control Sep 10, 2023 Incremental Learning
— Unverified Prompt Learning With Knowledge Memorizing Prototypes For Generalized Few-Shot Intent Detection Sep 10, 2023 class-incremental learning Class Incremental Learning
— Unverified Incremental Learning of Humanoid Robot Behavior from Natural Interaction and Large Language Models Sep 8, 2023 Incremental Learning Prompt Learning
— Unverified Image-Object-Specific Prompt Learning for Few-Shot Class-Incremental Learning Sep 6, 2023 class-incremental learning Class Incremental Learning
— Unverified OEBench: Investigating Open Environment Challenges in Real-World Relational Data Streams Aug 29, 2023 Incremental Learning Missing Values
Code Code Available Rotation Augmented Distillation for Exemplar-Free Class Incremental Learning with Detailed Analysis Aug 29, 2023 class-incremental learning Class Incremental Learning
— Unverified Constructive Incremental Learning for Fault Diagnosis of Rolling Bearings with Ensemble Domain Adaptation Aug 29, 2023 Domain Adaptation Ensemble Learning
— Unverified GRASP: A Rehearsal Policy for Efficient Online Continual Learning Aug 25, 2023 class-incremental learning Class Incremental Learning
— Unverified Dynamic Residual Classifier for Class Incremental Learning Aug 25, 2023 class-incremental learning Class Incremental Learning
Code Code Available Masked Autoencoders are Efficient Class Incremental Learners Aug 24, 2023 class-incremental learning Class Incremental Learning
Code Code Available Category Adaptation Meets Projected Distillation in Generalized Continual Category Discovery Aug 23, 2023 class-incremental learning Class Incremental Learning
Code Code Available Practical Insights on Incremental Learning of New Human Physical Activity on the Edge Aug 22, 2023 Incremental Learning
— Unverified An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning Aug 22, 2023 class-incremental learning Class Incremental Learning
— Unverified Variational Density Propagation Continual Learning Aug 22, 2023 Bayesian Inference Continual Learning
— Unverified Exemplar-Free Continual Transformer with Convolutions Aug 22, 2023 Continual Learning Exemplar-Free
— Unverified Robust Lagrangian and Adversarial Policy Gradient for Robust Constrained Markov Decision Processes Aug 22, 2023 Incremental Learning
Code Code Available An Operating Principle of the Cerebral Cortex, and a Cellular Mechanism for Attentional Trial-and-Error Pattern Learning and Useful Classification Extraction Aug 21, 2023 Incremental Learning
— Unverified MetaGCD: Learning to Continually Learn in Generalized Category Discovery Aug 21, 2023 Incremental Learning Meta-Learning
Code Code Available Audio-Visual Class-Incremental Learning Aug 21, 2023 class-incremental learning Class Incremental Learning
Code Code Available When Prompt-based Incremental Learning Does Not Meet Strong Pretraining Aug 21, 2023 Exemplar-Free Incremental Learning
Code Code Available NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning Aug 18, 2023 class-incremental learning Class Incremental Learning
Code Code Available Online Class Incremental Learning on Stochastic Blurry Task Boundary via Mask and Visual Prompt Tuning Aug 18, 2023 class-incremental learning Class Incremental Learning
Code Code Available Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual Learning Aug 18, 2023 class-incremental learning Class Incremental Learning
Code Code Available Task Relation Distillation and Prototypical Pseudo Label for Incremental Named Entity Recognition Aug 17, 2023 Incremental Learning named-entity-recognition
Code Code Available An Adaptive Approach for Probabilistic Wind Power Forecasting Based on Meta-Learning Aug 15, 2023 Incremental Learning Meta-Learning
— Unverified OpenGCD: Assisting Open World Recognition with Generalized Category Discovery Aug 14, 2023 Continual Learning Diversity
Code Code Available SATHUR: Self Augmenting Task Hallucinal Unified Representation for Generalized Class Incremental Learning Aug 13, 2023 class-incremental learning Class Incremental Learning
— Unverified Few-shot Class-incremental Learning for Classification and Object Detection: A Survey Aug 13, 2023 class-incremental learning Class Incremental Learning
— Unverified Enhancing Efficient Continual Learning with Dynamic Structure Development of Spiking Neural Networks Aug 9, 2023 class-incremental learning Class Incremental Learning
— Unverified NEOLAF, an LLM-powered neural-symbolic cognitive architecture Aug 8, 2023 Incremental Learning Math
— Unverified AdaER: An Adaptive Experience Replay Approach for Continual Lifelong Learning Aug 7, 2023 class-incremental learning Class Incremental Learning
— Unverified Heterogeneous Forgetting Compensation for Class-Incremental Learning Aug 7, 2023 class-incremental learning Class Incremental Learning
Code Code Available Nest-DGIL: Nesterov-optimized Deep Geometric Incremental Learning for CS Image Reconstruction Aug 6, 2023 Image Reconstruction Image Restoration
Code Code Available Class Incremental Learning with Self-Supervised Pre-Training and Prototype Learning Aug 4, 2023 class-incremental learning Class Incremental Learning
— Unverified Balanced Destruction-Reconstruction Dynamics for Memory-replay Class Incremental Learning Aug 3, 2023 class-incremental learning Class Incremental Learning
Code Code Available Neural Collapse Terminus: A Unified Solution for Class Incremental Learning and Its Variants Aug 3, 2023 class-incremental learning Class Incremental Learning
Code Code Available CBCL-PR: A Cognitively Inspired Model for Class-Incremental Learning in Robotics Jul 31, 2023 AI Agent class-incremental learning
Code Code Available Augmented Box Replay: Overcoming Foreground Shift for Incremental Object Detection Jul 23, 2023 Incremental Learning object-detection
Code Code Available XLDA: Linear Discriminant Analysis for Scaling Continual Learning to Extreme Classification at the Edge Jul 21, 2023 class-incremental learning Class Incremental Learning
— Unverified Proxy Anchor-based Unsupervised Learning for Continuous Generalized Category Discovery Jul 20, 2023 class-incremental learning Class Incremental Learning
Code Code Available Tangent Model Composition for Ensembling and Continual Fine-tuning Jul 16, 2023 Incremental Learning
Code Code Available MoP-CLIP: A Mixture of Prompt-Tuned CLIP Models for Domain Incremental Learning Jul 11, 2023 Incremental Learning
— Unverified CognitiveNet: Enriching Foundation Models with Emotions and Awareness Jul 9, 2023 Contrastive Learning Image Classification
— Unverified Federated Unlearning via Active Forgetting Jul 7, 2023 Federated Learning Incremental Learning
— Unverified 