Projected Latent Distillation for Data-Agnostic Consolidation in Distributed Continual Learning Mar 28, 2023 Continual Learning Knowledge Distillation
Code Code Available CoDeC: Communication-Efficient Decentralized Continual Learning Mar 27, 2023 Continual Learning Federated Learning
Code Code Available Exploring Continual Learning of Diffusion Models Mar 27, 2023 Benchmarking Continual Learning
— Unverified Forget-free Continual Learning with Soft-Winning SubNetworks Mar 27, 2023 class-incremental learning Class Incremental Learning
Code Code Available Prototype-Sample Relation Distillation: Towards Replay-Free Continual Learning Mar 26, 2023 Continual Learning Relation
Code Code Available Preserving Linear Separability in Continual Learning by Backward Feature Projection Mar 26, 2023 Continual Learning Knowledge Distillation
Code Code Available 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 CCL: Continual Contrastive Learning for LiDAR Place Recognition Mar 24, 2023 Autonomous Driving Continual Learning
Code Code Available Leveraging Old Knowledge to Continually Learn New Classes in Medical Images Mar 24, 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 Adiabatic replay for continual learning Mar 23, 2023 Continual Learning
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 Encoding Binary Concepts in the Latent Space of Generative Models for Enhancing Data Representation Mar 22, 2023 Continual Learning Disentanglement
Code Code Available Continual Learning in the Presence of Spurious Correlation Mar 21, 2023 Continual Learning Transfer Learning
— Unverified Assessor-Guided Learning for Continual Environments Mar 21, 2023 Continual Learning Incremental Learning
Code Code Available Sparse Distributed Memory is a Continual Learner Mar 20, 2023 Continual Learning
Code Code Available Computationally Budgeted Continual Learning: What Does Matter? Mar 20, 2023 Continual Learning GPU
Code Code Available Non-Exemplar Online Class-incremental Continual Learning via Dual-prototype Self-augment and Refinement Mar 20, 2023 Continual Learning
— Unverified SeiT: Storage-Efficient Vision Training with Tokens Using 1% of Pixel Storage Mar 20, 2023 Continual Learning
Code Code Available SIESTA: Efficient Online Continual Learning with Sleep Mar 19, 2023 Computational Efficiency Continual Learning
Code Code Available CoDEPS: Online Continual Learning for Depth Estimation and Panoptic Segmentation Mar 17, 2023 Continual Learning Depth Estimation
Code Code Available Fixed Design Analysis of Regularization-Based Continual Learning Mar 17, 2023 Continual Learning
— Unverified A Unified Continual Learning Framework with General Parameter-Efficient Tuning Mar 17, 2023 Continual Learning
Code Code Available 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 Steering Prototypes with Prompt-tuning for Rehearsal-free Continual Learning Mar 16, 2023 class-incremental learning Class Incremental Learning
Code Code Available Achieving a Better Stability-Plasticity Trade-off via Auxiliary Networks in Continual Learning Mar 16, 2023 Continual Learning
Code Code Available Continual Learning via Learning a Continual Memory in Vision Transformer Mar 14, 2023 Continual Learning Neural Architecture Search
— Unverified 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 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
Code Code Available TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation Mar 13, 2023 Continual Learning Exemplar-Free
Code Code Available Predictive Experience Replay for Continual Visual Control and Forecasting Mar 12, 2023 Continual Learning Model-based Reinforcement Learning
Code Code Available Towards General Purpose Medical AI: Continual Learning Medical Foundation Model Mar 12, 2023 Continual Learning
— Unverified Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models Mar 12, 2023 class-incremental learning Class Incremental Learning
Code Code Available Dynamic Y-KD: A Hybrid Approach to Continual Instance Segmentation Mar 10, 2023 Continual Learning Incremental Learning
— Unverified Lifelong Machine Learning Potentials Mar 10, 2023 Continual Learning Incremental Learning
— Unverified SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model Mar 9, 2023 Attribute Continual Learning
Code Code Available Multimodal Parameter-Efficient Few-Shot Class Incremental Learning Mar 8, 2023 class-incremental learning Class Incremental Learning
Code Code Available On Momentum-Based Gradient Methods for Bilevel Optimization with Nonconvex Lower-Level Mar 7, 2023 Bilevel Optimization Continual Learning
— Unverified Centroid Distance Distillation for Effective Rehearsal in Continual Learning Mar 6, 2023 Continual Learning
Code Code Available Semiparametric Language Models Are Scalable Continual Learners Mar 2, 2023 Continual Learning Language Modeling
— Unverified GradMA: A Gradient-Memory-based Accelerated Federated Learning with Alleviated Catastrophic Forgetting Feb 28, 2023 Continual Learning Federated Learning
Code Code Available Improving Expert Specialization in Mixture of Experts Feb 28, 2023 Continual Learning Mixture-of-Experts
— Unverified Improving Representational Continuity via Continued Pretraining Feb 26, 2023 Continual Learning Representation Learning
Code Code Available 