Always Strengthen Your Strengths: A Drift-Aware Incremental Learning Framework for CTR Prediction Apr 17, 2023 Click-Through Rate Prediction Diversity
— Unverified A Survey on Few-Shot Class-Incremental Learning Apr 17, 2023 class-incremental learning Class Incremental Learning
— Unverified Non-exemplar Class-incremental Learning by Random Auxiliary Classes Augmentation and Mixed Features Apr 16, 2023 class-incremental learning Class Incremental Learning
— Unverified Preserving Locality in Vision Transformers for Class Incremental Learning Apr 14, 2023 class-incremental learning Class Incremental Learning
Code Code Available PointCLIMB: An Exemplar-Free Point Cloud Class Incremental Benchmark Apr 13, 2023 class-incremental learning Class Incremental Learning
— Unverified Class-Incremental Learning of Plant and Disease Detection: Growing Branches with Knowledge Distillation Apr 13, 2023 class-incremental learning Class Incremental Learning
— Unverified Taxonomic Class Incremental Learning Apr 12, 2023 class-incremental learning Class Incremental Learning
— Unverified Few-shot Class-incremental Learning for Cross-domain Disease Classification Apr 12, 2023 class-incremental learning Class Incremental Learning
— Unverified Density Map Distillation for Incremental Object Counting Apr 11, 2023 Exemplar-Free Incremental Learning
— Unverified iPINNs: Incremental learning for Physics-informed neural networks Apr 10, 2023 Incremental Learning Multi-Task Learning
— Unverified ECG-CL: A Comprehensive Electrocardiogram Interpretation Method Based on Continual Learning Apr 10, 2023 Continual Learning Diagnostic
— Unverified CILIATE: Towards Fairer Class-based Incremental Learning by Dataset and Training Refinement Apr 9, 2023 Fairness Incremental Learning
Code Code Available MASIL: Towards Maximum Separable Class Representation for Few Shot Class Incremental Learning Apr 8, 2023 class-incremental learning Class Incremental Learning
— Unverified Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine strategies on Sparse Data Apr 8, 2023 class-incremental learning Class Incremental Learning
Code Code Available Cross-Class Feature Augmentation for Class Incremental Learning Apr 4, 2023 class-incremental learning Class Incremental Learning
— Unverified On the Stability-Plasticity Dilemma of Class-Incremental Learning Apr 4, 2023 class-incremental learning Class Incremental Learning
— Unverified Knowledge Accumulation in Continually Learned Representations and the Issue of Feature Forgetting Apr 3, 2023 Continual Learning Image Classification
Code Code Available Saddle-to-Saddle Dynamics in Diagonal Linear Networks Apr 2, 2023 ARC Incremental Learning
— Unverified Learning with Fantasy: Semantic-Aware Virtual Contrastive Constraint for Few-Shot Class-Incremental Learning Apr 2, 2023 class-incremental learning Class Incremental Learning
Code Code Available ConvBLS: An Effective and Efficient Incremental Convolutional Broad Learning System for Image Classification Apr 1, 2023 image-classification Image Classification
— Unverified Deep neural operator for learning transient response of interpenetrating phase composites subject to dynamic loading Mar 30, 2023 Incremental Learning
— Unverified ISSTAD: Incremental Self-Supervised Learning Based on Transformer for Anomaly Detection and Localization Mar 30, 2023 Anomaly Detection Anomaly Localization
Code Code Available GAS: A Gaussian Mixture Distribution-Based Adaptive Sampling Method for PINNs Mar 28, 2023 Incremental Learning
— Unverified Towards Open Temporal Graph Neural Networks Mar 27, 2023 class-incremental learning Class Incremental Learning
Code Code Available Semantic-visual Guided Transformer for Few-shot Class-incremental Learning Mar 27, 2023 class-incremental learning Class Incremental Learning
— Unverified Forget-free Continual Learning with Soft-Winning SubNetworks Mar 27, 2023 class-incremental learning Class Incremental Learning
Code Code Available Remind of the Past: Incremental Learning with Analogical Prompts Mar 24, 2023 Incremental Learning
Code Code Available Two-level Graph Network for Few-Shot Class-Incremental Learning Mar 24, 2023 class-incremental learning Class Incremental Learning
— Unverified Class-Incremental Exemplar Compression for Class-Incremental Learning Mar 24, 2023 Bilevel Optimization class-incremental learning
Code Code Available Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather Conditions Mar 24, 2023 Continual Learning Incremental Learning
Code Code Available First Session Adaptation: A Strong Replay-Free Baseline for Class-Incremental Learning Mar 23, 2023 class-incremental learning Class Incremental Learning
— Unverified AdaCL:Adaptive Continual Learning Mar 23, 2023 Bayesian Optimization class-incremental learning
Code Code Available Dense Network Expansion for Class Incremental Learning Mar 22, 2023 class-incremental learning Class Incremental Learning
— Unverified Assessor-Guided Learning for Continual Environments Mar 21, 2023 Continual Learning Incremental Learning
Code Code Available Steering Prototypes with Prompt-tuning for Rehearsal-free Continual Learning Mar 16, 2023 class-incremental learning Class Incremental Learning
Code Code Available DualMix: Unleashing the Potential of Data Augmentation for Online Class-Incremental Learning Mar 14, 2023 class-incremental learning Class Incremental Learning
— Unverified ICICLE: Interpretable Class Incremental Continual Learning Mar 14, 2023 class-incremental learning Class Incremental Learning
Code Code Available Deep incremental learning models for financial temporal tabular datasets with distribution shifts Mar 14, 2023 Dimensionality Reduction Feature Engineering
— Unverified Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need Mar 13, 2023 All class-incremental learning
Code Code Available PromptFusion: Decoupling Stability and Plasticity for Continual Learning Mar 13, 2023 class-incremental learning Class Incremental Learning
Code Code Available Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models Mar 12, 2023 class-incremental learning Class Incremental Learning
Code Code Available Lifelong Machine Learning Potentials Mar 10, 2023 Continual Learning Incremental Learning
— Unverified Dynamic Y-KD: A Hybrid Approach to Continual Instance Segmentation Mar 10, 2023 Continual Learning Incremental Learning
— Unverified Multimodal Parameter-Efficient Few-Shot Class Incremental Learning Mar 8, 2023 class-incremental learning Class Incremental Learning
Code Code Available iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams Mar 2, 2023 Explainable artificial intelligence Explainable Artificial Intelligence (XAI)
— Unverified Can BERT Refrain from Forgetting on Sequential Tasks? A Probing Study Mar 2, 2023 Extractive Question-Answering Incremental Learning
Code Code Available Incremental Learning of Acoustic Scenes and Sound Events Feb 28, 2023 Acoustic Scene Classification Audio Tagging
— Unverified Foundation Model Drives Weakly Incremental Learning for Semantic Segmentation Feb 28, 2023 Incremental Learning Segmentation
— Unverified Knowledge Restore and Transfer for Multi-label Class-Incremental Learning Feb 26, 2023 class-incremental learning Class Incremental Learning
Code Code Available Detachedly Learn a Classifier for Class-Incremental Learning Feb 23, 2023 class-incremental learning Class Incremental Learning
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