Enhancing Consistency and Mitigating Bias: A Data Replay Approach for Incremental Learning Jan 12, 2024 class-incremental learning Class Incremental Learning
— Unverified 00 Unlocking Robust Segmentation Across All Age Groups via Continual Learning Apr 19, 2024 All Anatomy
— Unverified 00 Enhancing Efficient Continual Learning with Dynamic Structure Development of Spiking Neural Networks Aug 9, 2023 class-incremental learning Class Incremental Learning
— Unverified 00 Enhancing Generative Class Incremental Learning Performance with Model Forgetting Approach Mar 27, 2024 class-incremental learning Class Incremental Learning
— Unverified 00 Enhancing Hardware Fault Tolerance in Machines with Reinforcement Learning Policy Gradient Algorithms Jul 21, 2024 Continual Learning OpenAI Gym
— Unverified 00 Enhancing knowledge retention for continual learning with domain-specific adapters and features gating Apr 11, 2025 Continual Learning parameter-efficient fine-tuning
— Unverified 00 Enhancing learning in spiking neural networks through neuronal heterogeneity and neuromodulatory signaling Jul 5, 2024 Continual Learning Diversity
— Unverified 00 Enhancing Online Continual Learning with Plug-and-Play State Space Model and Class-Conditional Mixture of Discretization Dec 24, 2024 Continual Learning
— Unverified 00 Enhancing Performance, Calibration Time and Efficiency in Brain-Machine Interfaces through Transfer Learning and Wearable EEG Technology Sep 14, 2023 Continual Learning EEG
— Unverified 00 Enhancing Pre-Trained Model-Based Class-Incremental Learning through Neural Collapse Apr 25, 2025 class-incremental learning Class Incremental Learning
— Unverified 00 Enhancing Visual Continual Learning with Language-Guided Supervision Mar 24, 2024 class-incremental learning Class Incremental Learning
— Unverified 00 Ensembles and Encoders for Task-Free Continual Learning Sep 29, 2021 Continual Learning Self-Supervised Learning
— Unverified 00 Bridging Neuroscience and AI: Environmental Enrichment as a Model for Forward Knowledge Transfer May 12, 2024 Continual Learning Transfer Learning
— Unverified 00 Simplex-enabled Safe Continual Learning Machine Sep 5, 2024 Continual Learning Deep Reinforcement Learning
— Unverified 00 ER-FSL: Experience Replay with Feature Subspace Learning for Online Continual Learning Jul 17, 2024 Continual Learning
— Unverified 00 Simplified priors for Object-Centric Learning Oct 1, 2024 Continual Learning Object
— Unverified 00 EsaCL: Efficient Continual Learning of Sparse Models Jan 11, 2024 Continual Learning
— Unverified 00 Continual Invariant Risk Minimization Oct 21, 2023 Continual Learning
— Unverified 00 Evaluating and Improving Continual Learning in Spoken Language Understanding Feb 16, 2024 Continual Learning Spoken Language Understanding
— Unverified 00 Evaluating Continual Learning Algorithms by Generating 3D Virtual Environments Sep 16, 2021 Continual Learning
— Unverified 00 Evaluating Continual Learning on a Home Robot Jun 4, 2023 Continual Learning
— Unverified 00 Continual Instruction Tuning for Large Multimodal Models Nov 27, 2023 Continual Learning
— Unverified 00 Evaluating Pretrained models for Deployable Lifelong Learning Nov 22, 2023 Atari Games class-incremental learning
— Unverified 00 Evaluating Temporal Plasticity in Foundation Time Series Models for Incremental Fine-tuning Apr 20, 2025 Continual Learning Incremental Learning
— Unverified 00 Evaluation of Regularization-based Continual Learning Approaches: Application to HAR Apr 26, 2023 Activity Recognition Continual Learning
— Unverified 00 Single-loop Algorithms for Stochastic Non-convex Optimization with Weakly-Convex Constraints Apr 21, 2025 Continual Learning Fairness
— Unverified 00 Evolving Dictionary Representation for Few-shot Class-incremental Learning May 3, 2023 class-incremental learning Class Incremental Learning
— Unverified 00 EXACFS -- A CIL Method to mitigate Catastrophic Forgetting Oct 31, 2024 class-incremental learning Class Incremental Learning
— Unverified 00 Examining Changes in Internal Representations of Continual Learning Models Through Tensor Decomposition May 6, 2024 Continual Learning Tensor Decomposition
— Unverified 00 Single-Net Continual Learning with Progressive Segmented Training (PST) May 28, 2019 Continual Learning
— Unverified 00 Executive Function: A Contrastive Value Policy for Resampling and Relabeling Perceptions via Hindsight Summarization? Apr 27, 2022 Continual Learning Few-Shot Learning
— Unverified 00 Exemplar-condensed Federated Class-incremental Learning Dec 25, 2024 class-incremental learning Class Incremental Learning
— Unverified 00 Exemplar-Free Continual Learning for State Space Models May 24, 2025 Continual Learning Exemplar-Free
— Unverified 00 Continual Learning from Simulated Interactions via Multitask Prospective Rehearsal for Bionic Limb Behavior Modeling May 2, 2024 Continual Learning Imitation Learning
— Unverified 00 Exemplar-Free Continual Transformer with Convolutions Aug 22, 2023 Continual Learning Exemplar-Free
— Unverified 00 Exemplar-free Online Continual Learning Feb 11, 2022 Continual Learning Exemplar-Free
— Unverified 00 Data-Incremental Continual Offline Reinforcement Learning Apr 19, 2024 Continual Learning Offline RL
— Unverified 00 Unlocking the Power of Function Vectors for Characterizing and Mitigating Catastrophic Forgetting in Continual Instruction Tuning Feb 16, 2025 Continual Learning
— Unverified 00 Experience Replay Addresses Loss of Plasticity in Continual Learning Mar 25, 2025 Continual Learning In-Context Learning
— Unverified 00 Experience Replay for Continual Learning Nov 28, 2018 Continual Learning Reinforcement Learning
— Unverified 00 Explainability and Continual Learning meet Federated Learning at the Network Edge Apr 11, 2025 Continual Learning Edge-computing
— Unverified 00 Explainable Goal-Driven Agents and Robots -- A Comprehensive Review Apr 21, 2020 Continual Learning Explainable artificial intelligence
— Unverified 00 Explainable Lifelong Stream Learning Based on "Glocal" Pairwise Fusion Jun 23, 2023 Continual Learning Lifelong learning
— Unverified 00 Sketch-Plan-Generalize: Learning and Planning with Neuro-Symbolic Programmatic Representations for Inductive Spatial Concepts Apr 11, 2024 Code Generation continual few-shot learning
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