Continual Reasoning: Non-Monotonic Reasoning in Neurosymbolic AI using Continual Learning May 3, 2023 Continual Learning Relational Reasoning
— Unverified A Survey on Dataset Distillation: Approaches, Applications and Future Directions May 3, 2023 Continual Learning Dataset Distillation
— Unverified Evolving Dictionary Representation for Few-shot Class-incremental Learning May 3, 2023 class-incremental learning Class Incremental Learning
— Unverified A Parameter-free Adaptive Resonance Theory-based Topological Clustering Algorithm Capable of Continual Learning May 1, 2023 Clustering Continual Learning
Code Code Available DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning Apr 30, 2023 Continual Learning
— Unverified Adversary Aware Continual Learning Apr 27, 2023 class-incremental learning Class Incremental Learning
— Unverified Gradient-based Maximally Interfered Retrieval for Domain Incremental 3D Object Detection Apr 27, 2023 3D Object Detection All
Code Code Available Evaluation of Regularization-based Continual Learning Approaches: Application to HAR Apr 26, 2023 Activity Recognition Continual Learning
— Unverified Towards Compute-Optimal Transfer Learning Apr 25, 2023 Computational Efficiency Continual Learning
— Unverified Open-World Continual Learning: Unifying Novelty Detection and Continual Learning Apr 20, 2023 class-incremental learning Class Incremental Learning
— Unverified A baseline on continual learning methods for video action recognition Apr 20, 2023 Action Recognition Continual Learning
— Unverified Robust Deep Reinforcement Learning Scheduling via Weight Anchoring Apr 20, 2023 Continual Learning Deep Reinforcement Learning
Code Code Available trust-Region Adaptive Frequency for Online Continual Learning Apr 18, 2023 Continual Learning
— Unverified Peer-to-Peer Federated Continual Learning for Naturalistic Driving Action Recognition Apr 14, 2023 Action Recognition Continual Learning
— Unverified Continual Source-Free Unsupervised Domain Adaptation Apr 14, 2023 Continual Learning Domain Adaptation
— Unverified A Study of Biologically Plausible Neural Network: The Role and Interactions of Brain-Inspired Mechanisms in Continual Learning Apr 13, 2023 Continual Learning
Code Code Available Taxonomic Class Incremental Learning Apr 12, 2023 class-incremental learning Class Incremental Learning
— Unverified Continual Diffusion: Continual Customization of Text-to-Image Diffusion with C-LoRA Apr 12, 2023 Continual Learning image-classification
— Unverified ECG-CL: A Comprehensive Electrocardiogram Interpretation Method Based on Continual Learning Apr 10, 2023 Continual Learning Diagnostic
— Unverified Does Continual Learning Equally Forget All Parameters? Apr 9, 2023 All Attribute
— Unverified CLVOS23: A Long Video Object Segmentation Dataset for Continual Learning Apr 9, 2023 Continual Learning Semantic Segmentation
Code Code Available Exploring Data Geometry for Continual Learning Apr 8, 2023 Continual Learning
— Unverified MASIL: Towards Maximum Separable Class Representation for Few Shot Class Incremental Learning Apr 8, 2023 class-incremental learning Class Incremental Learning
— Unverified Online Distillation with Continual Learning for Cyclic Domain Shifts Apr 3, 2023 Autonomous Driving Continual Learning
Code Code Available Knowledge Accumulation in Continually Learned Representations and the Issue of Feature Forgetting Apr 3, 2023 Continual Learning Image Classification
Code Code Available Towards Adversarially Robust Continual Learning Mar 31, 2023 Adversarial Robustness Continual Learning
— Unverified Mole Recruitment: Poisoning of Image Classifiers via Selective Batch Sampling Mar 30, 2023 Continual Learning Data Poisoning
Code Code Available How Efficient Are Today's Continual Learning Algorithms? Mar 29, 2023 Continual Learning
— Unverified Projected Latent Distillation for Data-Agnostic Consolidation in Distributed Continual Learning Mar 28, 2023 Continual Learning Knowledge Distillation
Code Code Available Exploring Continual Learning of Diffusion Models Mar 27, 2023 Benchmarking Continual Learning
— Unverified Task-Attentive Transformer Architecture for Continual Learning of Vision-and-Language Tasks Using Knowledge Distillation Mar 25, 2023 Continual Learning Knowledge Distillation
— Unverified Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather Conditions Mar 24, 2023 Continual Learning Incremental Learning
Code Code Available Adiabatic replay for continual learning Mar 23, 2023 Continual 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 Encoding Binary Concepts in the Latent Space of Generative Models for Enhancing Data Representation Mar 22, 2023 Continual Learning Disentanglement
Code Code Available Leveraging Multi-time Hamilton-Jacobi PDEs for Certain Scientific Machine Learning Problems Mar 22, 2023 Continual Learning Transfer Learning
Code Code Available Assessor-Guided Learning for Continual Environments Mar 21, 2023 Continual Learning Incremental Learning
Code Code Available Continual Learning in the Presence of Spurious Correlation Mar 21, 2023 Continual Learning Transfer Learning
— Unverified Non-Exemplar Online Class-incremental Continual Learning via Dual-prototype Self-augment and Refinement Mar 20, 2023 Continual Learning
— Unverified Fixed Design Analysis of Regularization-Based Continual Learning Mar 17, 2023 Continual Learning
— Unverified Rehearsal-Free Domain Continual Face Anti-Spoofing: Generalize More and Forget Less Mar 16, 2023 Continual Learning Domain Generalization
— Unverified From MNIST to ImageNet and Back: Benchmarking Continual Curriculum Learning Mar 16, 2023 Benchmarking Continual Learning
Code Code Available Is forgetting less a good inductive bias for forward transfer? Mar 14, 2023 Continual Learning image-classification
— Unverified Lifelong Continual Learning for Anomaly Detection: New Challenges, Perspectives, and Insights Mar 14, 2023 Anomaly Detection Continual Learning
Code Code Available Continual Learning via Learning a Continual Memory in Vision Transformer Mar 14, 2023 Continual Learning Neural Architecture Search
— Unverified ICICLE: Interpretable Class Incremental Continual Learning Mar 14, 2023 class-incremental learning Class Incremental Learning
Code Code Available Efficient Self-supervised Continual Learning with Progressive Task-correlated Layer Freezing Mar 13, 2023 Continual Learning GPU
— Unverified Loss of Plasticity in Continual Deep Reinforcement Learning Mar 13, 2023 Atari Games Continual Learning
— Unverified PromptFusion: Decoupling Stability and Plasticity for Continual Learning Mar 13, 2023 class-incremental learning Class Incremental Learning
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