A Unified Continual Learning Framework with General Parameter-Efficient Tuning Mar 17, 2023 Continual Learning
Code Code Available TRGP: Trust Region Gradient Projection for Continual Learning Feb 7, 2022 Continual Learning Transfer Learning
Code Code Available Unifying Regularisation Methods for Continual Learning Jun 11, 2020 Continual Learning
Code Code Available Understanding the Role of Training Regimes in Continual Learning Jun 12, 2020 Continual Learning
Code Code Available Continual Learning via Sequential Function-Space Variational Inference Dec 28, 2023 Bayesian Inference Continual Learning
Code Code Available Continual Action Assessment via Task-Consistent Score-Discriminative Feature Distribution Modeling Sep 29, 2023 Action Assessment Action Quality Assessment
Code Code Available Variational Bayes Gaussian Splatting Oct 4, 2024 Continual Learning Variational Inference
Code Code Available Variational Continual Learning Oct 29, 2017 Continual Learning Variational Inference
Code Code Available Continual learning of longitudinal health records Dec 22, 2021 Continual Learning Incremental Learning
Code Code Available ViLCo-Bench: VIdeo Language COntinual learning Benchmark Jun 19, 2024 Continual Learning Self-Supervised Learning
Code Code Available Continual Learning Using a Kernel-Based Method Over Foundation Models Dec 20, 2024 class-incremental learning Class Incremental Learning
Code Code Available Continual All-in-One Adverse Weather Removal with Knowledge Replay on a Unified Network Structure Mar 12, 2024 All Continual Learning
Code Code Available Continual learning using hash-routed convolutional neural networks Oct 9, 2020 Continual Learning
Code Code Available Continual Learning on Dynamic Graphs via Parameter Isolation May 23, 2023 Continual Learning Graph Learning
Code Code Available Mitigating the Alignment Tax of RLHF Sep 12, 2023 Common Sense Reasoning Continual Learning
Code Code Available Continual atlas-based segmentation of prostate MRI Nov 1, 2023 Continual Learning image-classification
Code Code Available Automating Continual Learning Dec 1, 2023 Continual Learning image-classification
Code Code Available Continual Backprop: Stochastic Gradient Descent with Persistent Randomness Aug 13, 2021 Continual Learning Reinforcement Learning (RL)
Code Code Available Continual Learning with Filter Atom Swapping Sep 29, 2021 Continual Learning
Code Code Available Continual BERT: Continual Learning for Adaptive Extractive Summarization of COVID-19 Literature Jul 7, 2020 Continual Learning Extractive Summarization
Code Code Available Continual Learning via Bit-Level Information Preserving May 10, 2021 Continual Learning Quantization
Code Code Available Continual Learning with Knowledge Transfer for Sentiment Classification Dec 18, 2021 Classification Continual Learning
Code Code Available Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Dec 20, 2024 Continual Learning Intrusion Detection
Code Code Available On Tiny Episodic Memories in Continual Learning Feb 27, 2019 Class Incremental Learning Continual Learning
Code Code Available Avalanche RL: a Continual Reinforcement Learning Library Feb 28, 2022 Continual Learning OpenAI Gym
Code Code Available Continual Model-Based Reinforcement Learning with Hypernetworks Sep 25, 2020 Continual Learning model
Code Code Available Continual Learning and Private Unlearning Mar 24, 2022 Continual Learning
Code Code Available Continual Offline Reinforcement Learning via Diffusion-based Dual Generative Replay Apr 16, 2024 Continual Learning reinforcement-learning
Code Code Available Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments Dec 31, 2021 Continual Learning Deep Learning
Code Code Available Continual Pre-Training Mitigates Forgetting in Language and Vision May 19, 2022 Continual Learning Continual Pretraining
Code Code Available Continual Reinforcement Learning with Multi-Timescale Replay Apr 16, 2020 Continual Learning continuous-control
Code Code Available Continual Self-supervised Learning: Towards Universal Multi-modal Medical Data Representation Learning Nov 29, 2023 Continual Learning Continual Self-Supervised Learning
Code Code Available Fine-tuned Language Models are Continual Learners May 24, 2022 Continual Learning
Code Code Available Continual Learning with Echo State Networks May 17, 2021 Continual Learning
Code Code Available Continual Object Detection via Prototypical Task Correlation Guided Gating Mechanism May 6, 2022 Continual Learning Diversity
Code Code Available Continuous Knowledge-Preserving Decomposition for Few-Shot Continual Learning Jan 9, 2025 class-incremental learning Class Incremental Learning
Code Code Available Contrastive Continual Learning with Importance Sampling and Prototype-Instance Relation Distillation Mar 7, 2024 Continual Learning Contrastive Learning
Code Code Available Continual Domain Adaptation through Pruning-aided Domain-specific Weight Modulation Apr 15, 2023 Continual Learning Domain Adaptation
Code Code Available Cost-effective On-device Continual Learning over Memory Hierarchy with Miro Aug 11, 2023 Continual Learning Edge-computing
Code Code Available CPR: Classifier-Projection Regularization for Continual Learning Jun 12, 2020 Continual Learning
Code Code Available Continual evaluation for lifelong learning: Identifying the stability gap May 26, 2022 Continual Learning Incremental Learning
Code Code Available Continual Evidential Deep Learning for Out-of-Distribution Detection Sep 6, 2023 Continual Learning Deep Learning
Code Code Available Dark Experience for General Continual Learning: a Strong, Simple Baseline Apr 15, 2020 class-incremental learning Class Incremental Learning
Code Code Available Continual Learning at the Edge: Real-Time Training on Smartphone Devices May 24, 2021 Continual Learning
Code Code Available Dataset Condensation with Contrastive Signals Feb 7, 2022 Attribute Continual Learning
Code Code Available Dataset Condensation with Distribution Matching Oct 8, 2021 Continual Learning Dataset Condensation
Code Code Available Continual learning with hypernetworks Jun 3, 2019 Continual Learning Transfer Learning
Code Code Available EgoObjects: A Large-Scale Egocentric Dataset for Fine-Grained Object Understanding Sep 15, 2023 Continual Learning Object
Code Code Available ImagineBench: Evaluating Reinforcement Learning with Large Language Model Rollouts May 15, 2025 Continual Learning Language Modeling
Code Code Available Not Just Selection, but Exploration: Online Class-Incremental Continual Learning via Dual View Consistency Jan 1, 2022 Continual Learning
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