Continual Learning at the Edge: Real-Time Training on Smartphone Devices May 24, 2021 Continual Learning
Code Code Available 5 A Multi-Head Model for Continual Learning via Out-of-Distribution Replay Aug 20, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 A multifidelity approach to continual learning for physical systems Apr 8, 2023 Continual Learning
Code Code Available 5 Continual Learning and Private Unlearning Mar 24, 2022 Continual Learning
Code Code Available 5 Avalanche RL: a Continual Reinforcement Learning Library Feb 28, 2022 Continual Learning OpenAI Gym
Code Code Available 5 Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments Dec 31, 2021 Continual Learning Deep Learning
Code Code Available 5 Continual Learning by Modeling Intra-Class Variation Oct 11, 2022 Continual Learning
Code Code Available 5 Continual Learning, Fast and Slow Sep 6, 2022 Continual Learning Hippocampus
Code Code Available 5 Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning Feb 29, 2024 Continual Learning Language Modelling
Code Code Available 5 Bilevel Continual Learning Jul 30, 2020 Bilevel Optimization Continual Learning
Code Code Available 5 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 5 BeGin: Extensive Benchmark Scenarios and An Easy-to-use Framework for Graph Continual Learning Nov 26, 2022 Continual Learning
Code Code Available 5 BiasPruner: Debiased Continual Learning for Medical Image Classification Jul 11, 2024 Classification Continual Learning
Code Code Available 5 Continual Learning for Text Classification with Information Disentanglement Based Regularization Apr 12, 2021 Continual Learning Disentanglement
Code Code Available 5 Continual Learning Based on OOD Detection and Task Masking Mar 17, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 Continual Learning for Visual Search with Backward Consistent Feature Embedding May 26, 2022 Continual Learning
Code Code Available 5 BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning May 8, 2023 Continual Learning Diversity
Code Code Available 5 Continual Learning: Forget-free Winning Subnetworks for Video Representations Dec 19, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Continual Learning in Task-Oriented Dialogue Systems Dec 31, 2020 Continual Learning Intent Recognition
Code Code Available 5 An Empirical Investigation of the Role of Pre-training in Lifelong Learning Dec 16, 2021 Continual Learning image-classification
Code Code Available 5 A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning Jan 3, 2020 Continual Learning image-classification
Code Code Available 5 A Comprehensive Empirical Evaluation on Online Continual Learning Aug 20, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 BOME! Bilevel Optimization Made Easy: A Simple First-Order Approach Sep 19, 2022 Bilevel Optimization Continual Learning
Code Code Available 5 A Neural Span-Based Continual Named Entity Recognition Model Feb 23, 2023 Continual Learning Continual Named Entity Recognition
Code Code Available 5 A Comprehensive Survey of Continual Learning: Theory, Method and Application Jan 31, 2023 Continual Learning Learning Theory
Code Code Available 5 Brain-inspired replay for continual learning with artificial neural networks Aug 13, 2020 class-incremental learning Class Incremental Learning
Code Code Available 5 A Unified Continual Learning Framework with General Parameter-Efficient Tuning Mar 17, 2023 Continual Learning
Code Code Available 5 A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm Oct 18, 2023 Continual Learning Incremental Learning
Code Code Available 5 Continual evaluation for lifelong learning: Identifying the stability gap May 26, 2022 Continual Learning Incremental Learning
Code Code Available 5 Building a Scalable and Interpretable Bayesian Deep Learning Framework for Quality Control of Free Form Surfaces Apr 7, 1994 Active Learning Benchmarking
Code Code Available 5 Continual Learning on Dynamic Graphs via Parameter Isolation May 23, 2023 Continual Learning Graph Learning
Code Code Available 5 A Unified and General Framework for Continual Learning Mar 20, 2024 Continual Learning
Code Code Available 5 Achieving a Better Stability-Plasticity Trade-off via Auxiliary Networks in Continual Learning Mar 16, 2023 Continual Learning
Code Code Available 5 3rd Continual Learning Workshop Challenge on Egocentric Category and Instance Level Object Understanding Dec 13, 2022 Continual Learning Incremental Learning
Code Code Available 5 Anytime Continual Learning for Open Vocabulary Classification Sep 13, 2024 Classification Continual Learning
Code Code Available 5 Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual Learning Aug 18, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Continual Domain Adaptation through Pruning-aided Domain-specific Weight Modulation Apr 15, 2023 Continual Learning Domain Adaptation
Code Code Available 5 Carousel Memory: Rethinking the Design of Episodic Memory for Continual Learning Oct 14, 2021 Continual Learning Management
Code Code Available 5 Continual Evidential Deep Learning for Out-of-Distribution Detection Sep 6, 2023 Continual Learning Deep Learning
Code Code Available 5 A preliminary study on continual learning in computer vision using Kolmogorov-Arnold Networks Sep 20, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation Oct 13, 2022 Class-Incremental Semantic Segmentation Continual Learning
Code Code Available 5 CF-KAN: Kolmogorov-Arnold Network-based Collaborative Filtering to Mitigate Catastrophic Forgetting in Recommender Systems Aug 25, 2024 Collaborative Filtering Continual Learning
Code Code Available 5 CCL: Continual Contrastive Learning for LiDAR Place Recognition Mar 24, 2023 Autonomous Driving Continual Learning
Code Code Available 5 CBA: Improving Online Continual Learning via Continual Bias Adaptor Aug 14, 2023 Continual Learning
Code Code Available 5 Addressing Loss of Plasticity and Catastrophic Forgetting in Continual Learning Mar 31, 2024 Continual Learning Representation Learning
Code Code Available 5 ARCADe: A Rapid Continual Anomaly Detector Aug 10, 2020 Anomaly Detection continual anomaly detection
Code Code Available 5 A Continual Deepfake Detection Benchmark: Dataset, Methods, and Essentials May 11, 2022 Continual Learning DeepFake Detection
Code Code Available 5 Continual Model-Based Reinforcement Learning with Hypernetworks Sep 25, 2020 Continual Learning model
Code Code Available 5 Chameleon: A MatMul-Free Temporal Convolutional Network Accelerator for End-to-End Few-Shot and Continual Learning from Sequential Data May 30, 2025 Continual Learning Few-Shot Learning
Code Code Available 5 Continual atlas-based segmentation of prostate MRI Nov 1, 2023 Continual Learning image-classification
Code Code Available 5 