Continual Learning for Encoder-only Language Models via a Discrete Key-Value Bottleneck Dec 11, 2024 Continual Learning Natural Language Understanding
— Unverified Beneficial Perturbation Network for designing general adaptive artificial intelligence systems Sep 27, 2020 Continual Learning
— Unverified Federated Orthogonal Training: Mitigating Global Catastrophic Forgetting in Continual Federated Learning Sep 3, 2023 Continual Learning Federated Learning
— Unverified Filling Memory Gaps: Enhancing Continual Semantic Parsing via SQL Syntax Variance-Guided LLMs without Real Data Replay Dec 10, 2024 Continual Learning Language Modeling
— Unverified Finding a human-like classifier Nov 13, 2019 Adversarial Robustness Continual Learning
— Unverified Continual Learning for Domain Adaptation in Chest X-ray Classification Jan 16, 2020 Classification Continual Learning
— Unverified Fine-Grained Gradient Restriction: A Simple Approach for Mitigating Catastrophic Forgetting Oct 1, 2024 Continual Learning
— Unverified Continual Learning for CTR Prediction: A Hybrid Approach Jan 18, 2022 Click-Through Rate Prediction Continual Learning
— Unverified Continual Learning for Multimodal Data Fusion of a Soft Gripper Sep 20, 2024 Continual Learning Incremental Learning
— Unverified Federated Intrusion Detection for IoT with Heterogeneous Cohort Privacy Jan 25, 2021 Continual Learning Intrusion Detection
— Unverified Beneficial perturbation network for continual learning Jun 22, 2019 Continual Learning
— Unverified Fixed Design Analysis of Regularization-Based Continual Learning Mar 17, 2023 Continual Learning
— Unverified Fixed Points in Cyber Space: Rethinking Optimal Evasion Attacks in the Age of AI-NIDS Nov 23, 2021 Continual Learning Multi-agent Reinforcement Learning
— Unverified Fixed Random Classifier Rearrangement for Continual Learning Feb 23, 2024 Binary Classification Continual Learning
— Unverified A margin-based replacement for cross-entropy loss Jan 21, 2025 Adversarial Robustness Continual Learning
— Unverified HC-Net: Memory-based Incremental Dual-Network System for Continual learning Sep 27, 2018 Continual Learning Hippocampus
— Unverified Federated Continual Learning via Knowledge Fusion: A Survey Dec 27, 2023 Continual Learning Federated Learning
— Unverified Update Frequently, Update Fast: Retraining Semantic Parsing Systems in a Fraction of Time Oct 15, 2020 Continual Learning Goal-Oriented Dialogue Systems
— Unverified Continual Learning for Class- and Domain-Incremental Semantic Segmentation Sep 16, 2022 class-incremental learning Class Incremental Learning
— Unverified FM-LoRA: Factorized Low-Rank Meta-Prompting for Continual Learning Apr 9, 2025 class-incremental learning Class Incremental Learning
— Unverified Federated Continual Learning to Detect Accounting Anomalies in Financial Auditing Oct 26, 2022 Continual Learning
— Unverified Forget but Recall: Incremental Latent Rectification in Continual Learning Jun 25, 2024 Continual Learning Incremental Learning
— Unverified Federated Continual Learning through distillation in pervasive computing Jul 17, 2022 Activity Recognition Continual Learning
— Unverified Benchmarking Sensitivity of Continual Graph Learning for Skeleton-Based Action Recognition Jan 31, 2024 Action Recognition Benchmarking
— Unverified Continual Learning for Peer-to-Peer Federated Learning: A Study on Automated Brain Metastasis Identification Apr 26, 2022 Continual Learning Federated Learning
— Unverified Forgetting Order of Continual Learning: Examples That are Learned First are Forgotten Last Jun 14, 2024 Continual Learning image-classification
— Unverified Formalizing the Generalization-Forgetting Trade-off in Continual Learning Sep 28, 2021 Continual Learning
— Unverified Forward-Backward Knowledge Distillation for Continual Clustering May 29, 2024 Clustering Continual Learning
— Unverified Federated Continual Learning Goes Online: Uncertainty-Aware Memory Management for Vision Tasks and Beyond May 29, 2024 class-incremental learning Class Incremental Learning
— Unverified Continual Learning for Pose-Agnostic Object Recognition in 3D Point Clouds Sep 11, 2022 Continual Learning Object Recognition
— Unverified Freeze and Cluster: A Simple Baseline for Rehearsal-Free Continual Category Discovery Mar 12, 2025 Continual Learning Novel Class Discovery
— Unverified Fresh-CL: Feature Realignment through Experts on Hypersphere in Continual Learning Jan 4, 2025 Continual Learning Mixture-of-Experts
— Unverified From Categories to Classifiers: Name-Only Continual Learning by Exploring the Web Nov 19, 2023 Continual Learning image-classification
— Unverified Continual Learning for Real-World Autonomous Systems: Algorithms, Challenges and Frameworks May 26, 2021 Continual Learning
— Unverified Benchmarking Continual Learning from Cognitive Perspectives Dec 6, 2023 Benchmarking Continual Learning
— Unverified From Lazy to Rich: Exact Learning Dynamics in Deep Linear Networks Sep 22, 2024 Continual Learning Transfer Learning
— Unverified AlterSGD: Finding Flat Minima for Continual Learning by Alternative Training Jul 13, 2021 Continual Learning Semantic Segmentation
— Unverified Federated Continual Learning for Edge-AI: A Comprehensive Survey Nov 20, 2024 Continual Learning Edge-computing
— Unverified Federated Continual Learning: Concepts, Challenges, and Solutions Feb 10, 2025 Continual Learning Federated Learning
— Unverified From Words to Molecules: A Survey of Large Language Models in Chemistry Feb 2, 2024 Continual Learning
— Unverified Continual Learning for Robust Gate Detection under Dynamic Lighting in Autonomous Drone Racing May 2, 2024 Continual Learning
— Unverified How to Leverage Predictive Uncertainty Estimates for Reducing Catastrophic Forgetting in Online Continual Learning Jul 10, 2024 Continual Learning
— Unverified Continual Learning for Autonomous Robots: A Prototype-based Approach Mar 30, 2024 Continual Learning
— Unverified Adapting to Unseen Environments through Explicit Representation of Context Feb 13, 2020 Autonomous Driving Continual Learning
— Unverified StackNet: Stacking Parameters for Continual learning Sep 7, 2018 Continual Learning
— Unverified Bilateral Memory Consolidation for Continual Learning Jan 1, 2023 Continual Learning Knowledge Distillation
— Unverified All by Myself: Learning Individualized Competitive Behaviour with a Contrastive Reinforcement Learning optimization Oct 2, 2023 All Continual Learning
— Unverified Federated-Continual Dynamic Segmentation of Histopathology guided by Barlow Continuity Jan 8, 2025 Continual Learning
— Unverified General Incremental Learning with Domain-aware Categorical Representations Apr 8, 2022 class-incremental learning Class Incremental Learning
— Unverified Adapting Kernel Representations Online Using Submodular Maximization Aug 1, 2017 Continual Learning
— Unverified 