Adapter Learning in Pretrained Feature Extractor for Continual Learning of Diseases Apr 18, 2023 Continual Learning
Code Code Available 5 C-COMA: A CONTINUAL REINFORCEMENT LEARNING MODEL FOR DYNAMIC MULTIAGENT ENVIRONMENTS Apr 5, 2021 Continual Learning Multi-agent Reinforcement Learning
Code Code Available 5 A multifidelity approach to continual learning for physical systems Apr 8, 2023 Continual Learning
Code Code Available 5 CoDEPS: Online Continual Learning for Depth Estimation and Panoptic Segmentation Mar 17, 2023 Continual Learning Depth Estimation
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 Compacting, Picking and Growing for Unforgetting Continual Learning Oct 15, 2019 Age And Gender Classification Continual Learning
Code Code Available 5 Computationally Budgeted Continual Learning: What Does Matter? Mar 20, 2023 Continual Learning GPU
Code Code Available 5 BiasPruner: Debiased Continual Learning for Medical Image Classification Jul 11, 2024 Classification Continual Learning
Code Code Available 5 Compositional Language Continual Learning May 1, 2020 Continual Learning Machine Translation
Code Code Available 5 Exemplar-free Continual Representation Learning via Learnable Drift Compensation Jul 11, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Bilevel Continual Learning Jul 30, 2020 Bilevel Optimization Continual Learning
Code Code Available 5 Conditional Channel Gated Networks for Task-Aware Continual Learning Mar 31, 2020 Continual Learning
Code Code Available 5 Consistent Prompting for Rehearsal-Free Continual Learning Mar 13, 2024 Continual Learning
Code Code Available 5 ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image Analysis Aug 25, 2023 Continual Learning Prognosis
Code Code Available 5 FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning Sep 25, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Federated Continual Learning with Weighted Inter-client Transfer Mar 6, 2020 Continual Learning Federated Learning
Code Code Available 5 Continual Action Assessment via Task-Consistent Score-Discriminative Feature Distribution Modeling Sep 29, 2023 Action Assessment Action Quality Assessment
Code Code Available 5 FedJudge: Federated Legal Large Language Model Sep 15, 2023 Continual Learning Federated Learning
Code Code Available 5 Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning Feb 29, 2024 Continual Learning Language Modelling
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 Backprop: Stochastic Gradient Descent with Persistent Randomness Aug 13, 2021 Continual Learning Reinforcement Learning (RL)
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 Fleet-DAgger: Interactive Robot Fleet Learning with Scalable Human Supervision Jun 29, 2022 Continual Learning GPU
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 unifying framework for generalised Bayesian online learning in non-stationary environments Nov 15, 2024 Continual Learning Multi-Armed Bandits
Code Code Available 5 Forget-free Continual Learning with Soft-Winning SubNetworks Mar 27, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Model Zoo: A Growing "Brain" That Learns Continually Jun 6, 2021 Continual Learning Learning Theory
Code Code Available 5 DataDAM: Efficient Dataset Distillation with Attention Matching Sep 29, 2023 Continual Learning Dataset Distillation
Code Code Available 5 CTP:Towards Vision-Language Continual Pretraining via Compatible Momentum Contrast and Topology Preservation Jan 1, 2023 Continual Learning Continual Pretraining
Code Code Available 5 Continual evaluation for lifelong learning: Identifying the stability gap May 26, 2022 Continual Learning Incremental Learning
Code Code Available 5 Continual Hippocampus Segmentation with Transformers Apr 17, 2022 Continual Learning Hippocampus
Code Code Available 5 Continual Learning at the Edge: Real-Time Training on Smartphone Devices May 24, 2021 Continual Learning
Code Code Available 5 Gated Integration of Low-Rank Adaptation for Continual Learning of Language Models May 21, 2025 Continual Learning parameter-efficient fine-tuning
Code Code Available 5 Continual Learning and Private Unlearning Mar 24, 2022 Continual Learning
Code Code Available 5 DAM: Dynamic Adapter Merging for Continual Video QA Learning Mar 13, 2024 Continual Learning image-classification
Code Code Available 5 Continual Learning, Fast and Slow Sep 6, 2022 Continual Learning Hippocampus
Code Code Available 5 Continual Learning for Image Segmentation with Dynamic Query Nov 29, 2023 Continual Learning Diversity
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 Continual Learning for Image-Based Camera Localization Aug 20, 2021 Autonomous Driving Camera Localization
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 An Empirical Investigation of the Role of Pre-training in Lifelong Learning Dec 16, 2021 Continual Learning image-classification
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 Broken Neural Scaling Laws Oct 26, 2022 Adversarial Robustness Continual Learning
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 Building an Open-Vocabulary Video CLIP Model with Better Architectures, Optimization and Data Oct 8, 2023 Action Recognition Continual 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 For On-Device Environmental Sound Classification Jul 15, 2022 Classification Computational Efficiency
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 Carpe Diem: On the Evaluation of World Knowledge in Lifelong Language Models Nov 14, 2023 Continual Learning Question Answering
Code Code Available 5 