Bayesian continual learning and forgetting in neural networks Apr 18, 2025 Bayesian Inference Continual Learning
Code Code Available 5 Continual Learning for Blind Image Quality Assessment Feb 19, 2021 Continual Learning Image Quality Assessment
Code Code Available 5 AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem? Oct 28, 2020 Continual Learning Organ Segmentation
Code Code Available 5 ADER: Adaptively Distilled Exemplar Replay Towards Continual Learning for Session-based Recommendation Jul 23, 2020 Continual Learning Session-Based Recommendations
Code Code Available 5 Avalanche RL: a Continual Reinforcement Learning Library Feb 28, 2022 Continual Learning OpenAI Gym
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 Action Flow Matching for Continual Robot Learning Apr 25, 2025 Continual Learning
Code Code Available 5 Bilevel Continual Learning Jul 30, 2020 Bilevel Optimization 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 evaluation for lifelong learning: Identifying the stability gap May 26, 2022 Continual Learning Incremental 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 Continual Hippocampus Segmentation with Transformers Apr 17, 2022 Continual Learning Hippocampus
Code Code Available 5 Activation-Informed Merging of Large Language Models Feb 4, 2025 Computational Efficiency Continual Learning
Code Code Available 5 Model Zoo: A Growing "Brain" That Learns Continually Jun 6, 2021 Continual Learning Learning Theory
Code Code Available 5 Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models Jun 27, 2024 Continual Learning Incremental Learning
Code Code Available 5 Advancing Prompt-Based Methods for Replay-Independent General Continual Learning Mar 2, 2025 Continual Learning
Code Code Available 5 Adversarial Continual Learning Mar 21, 2020 Continual Learning image-classification
Code Code Available 5 Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation Jul 19, 2021 Continual Learning Continual Semantic Segmentation
Code Code Available 5 Catastrophic Forgetting in Deep Graph Networks: an Introductory Benchmark for Graph Classification Mar 22, 2021 Continual Learning General Classification
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 of a Mixed Sequence of Similar and Dissimilar Tasks Dec 18, 2021 Continual Learning
Code Code Available 5 Continual Learning of Control Primitives: Skill Discovery via Reset-Games Nov 10, 2020 Continual Learning
Code Code Available 5 Online Class-Incremental Continual Learning with Adversarial Shapley Value Aug 31, 2020 Continual Learning Open-Ended Question Answering
Code Code Available 5 Can LLMs Alleviate Catastrophic Forgetting in Graph Continual Learning? A Systematic Study May 24, 2025 Continual Learning
Code Code Available 5 A Unified and General Framework for Continual Learning Mar 20, 2024 Continual Learning
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 A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm Oct 18, 2023 Continual Learning Incremental Learning
Code Code Available 5 Continual All-in-One Adverse Weather Removal with Knowledge Replay on a Unified Network Structure Mar 12, 2024 All Continual Learning
Code Code Available 5 A Unified Continual Learning Framework with General Parameter-Efficient Tuning Mar 17, 2023 Continual Learning
Code Code Available 5 Continual atlas-based segmentation of prostate MRI Nov 1, 2023 Continual Learning image-classification
Code Code Available 5 Continual Backprop: Stochastic Gradient Descent with Persistent Randomness Aug 13, 2021 Continual Learning Reinforcement Learning (RL)
Code Code Available 5 Consistent Prompting for Rehearsal-Free Continual Learning Mar 13, 2024 Continual Learning
Code Code Available 5 ConPET: Continual Parameter-Efficient Tuning for Large Language Models Sep 26, 2023 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 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 A Theoretical Study on Solving Continual Learning Nov 4, 2022 class-incremental learning Class Incremental Learning
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 Action Assessment via Task-Consistent Score-Discriminative Feature Distribution Modeling Sep 29, 2023 Action Assessment Action Quality Assessment
Code Code Available 5 Continual BERT: Continual Learning for Adaptive Extractive Summarization of COVID-19 Literature Jul 7, 2020 Continual Learning Extractive Summarization
Code Code Available 5 Continual Learning and Private Unlearning Mar 24, 2022 Continual Learning
Code Code Available 5 CoLeCLIP: Open-Domain Continual Learning via Joint Task Prompt and Vocabulary Learning Mar 15, 2024 class-incremental learning Class Incremental 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 Compacting, Picking and Growing for Unforgetting Continual Learning Oct 15, 2019 Age And Gender Classification Continual Learning
Code Code Available 5 CoDeC: Communication-Efficient Decentralized Continual Learning Mar 27, 2023 Continual Learning Federated Learning
Code Code Available 5 A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and Application Oct 22, 2023 Continual Learning Continual Semantic Segmentation
Code Code Available 5 CODE-CL: Conceptor-Based Gradient Projection for Deep Continual Learning Nov 21, 2024 Continual Learning Image Classification
Code Code Available 5 Compositional Language Continual Learning May 1, 2020 Continual Learning Machine Translation
Code Code Available 5 A simple but strong baseline for online continual learning: Repeated Augmented Rehearsal Sep 28, 2022 Continual Learning Reinforcement Learning (RL)
Code Code Available 5 Co2L: Contrastive Continual Learning Jan 1, 2021 Continual Learning Contrastive Learning
Code Code Available 5 A soft nearest-neighbor framework for continual semi-supervised learning Dec 9, 2022 Continual Learning
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