BrainWash: A Poisoning Attack to Forget in Continual Learning Nov 20, 2023 Continual Learning Data Poisoning
— Unverified Continual Learning: Applications and the Road Forward Nov 20, 2023 Continual Learning Model Editing
— Unverified Digital Twin-Based User-Centric Edge Continual Learning in Integrated Sensing and Communication Nov 20, 2023 Continual Learning Edge-computing
— Unverified What Can AutoML Do For Continual Learning? Nov 20, 2023 AutoML Continual Learning
— Unverified An NMF-Based Building Block for Interpretable Neural Networks With Continual Learning Nov 20, 2023 Continual Learning
Code Code Available From Categories to Classifiers: Name-Only Continual Learning by Exploring the Web Nov 19, 2023 Continual Learning image-classification
— Unverified LifeLearner: Hardware-Aware Meta Continual Learning System for Embedded Computing Platforms Nov 19, 2023 Continual Learning Meta-Learning
Code Code Available Negotiated Representations for Machine Mearning Application Nov 19, 2023 Continual Learning Memorization
Code Code Available PACOL: Poisoning Attacks Against Continual Learners Nov 18, 2023 Continual Learning Data Poisoning
— Unverified One Size Fits All for Semantic Shifts: Adaptive Prompt Tuning for Continual Learning Nov 18, 2023 All Continual Learning
Code Code Available Assurance for Deployed Continual Learning Systems Nov 16, 2023 Continual Learning image-classification
— Unverified Online Continual Knowledge Learning for Language Models Nov 16, 2023 Continual Learning Fact Checking
— Unverified Investigating the Impact of Weight Sharing Decisions on Knowledge Transfer in Continual Learning Nov 16, 2023 Continual Learning Decision Making
— Unverified GlanceSeg: Real-time microaneurysm lesion segmentation with gaze-map-guided foundation model for early detection of diabetic retinopathy Nov 14, 2023 Continual Learning Lesion Segmentation
— Unverified A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks Nov 13, 2023 class-incremental learning Class Incremental Learning
— Unverified Leveraging Hamilton-Jacobi PDEs with time-dependent Hamiltonians for continual scientific machine learning Nov 13, 2023 Computational Efficiency Continual Learning
Code Code Available Towards Continual Reinforcement Learning for Quadruped Robots Nov 12, 2023 Continual Learning reinforcement-learning
— Unverified Concept Matching: Clustering-based Federated Continual Learning Nov 12, 2023 Clustering Continual Learning
— Unverified Online Continual Learning via Logit Adjusted Softmax Nov 11, 2023 Continual Learning
Code Code Available When Meta-Learning Meets Online and Continual Learning: A Survey Nov 9, 2023 Continual Learning Meta-Learning
— Unverified Two Complementary Perspectives to Continual Learning: Ask Not Only What to Optimize, But Also How Nov 8, 2023 Continual Learning
Code Code Available Learning to Learn for Few-shot Continual Active Learning Nov 7, 2023 Active Learning Continual Learning
— Unverified Class-Incremental Continual Learning for General Purpose Healthcare Models Nov 7, 2023 Continual Learning
— Unverified Task Arithmetic with LoRA for Continual Learning Nov 4, 2023 Continual Learning Task Arithmetic
— Unverified Continual Learning of Unsupervised Monocular Depth from Videos Nov 4, 2023 Autonomous Driving Continual Learning
Code Code Available Continual Learning Under Language Shift Nov 2, 2023 Continual Learning Language Modeling
— Unverified Look-Ahead Selective Plasticity for Continual Learning of Visual Tasks Nov 2, 2023 Continual Learning Representation Learning
Code Code Available A Definition of Open-Ended Learning Problems for Goal-Conditioned Agents Nov 1, 2023 Continual Learning Lifelong learning
— Unverified Implicit biases in multitask and continual learning from a backward error analysis perspective Nov 1, 2023 Continual Learning
— Unverified Class Incremental Learning with Pre-trained Vision-Language Models Oct 31, 2023 class-incremental learning Class Incremental Learning
— Unverified Meta-Learning Strategies through Value Maximization in Neural Networks Oct 30, 2023 Continual Learning Meta-Learning
— Unverified Look At Me, No Replay! SurpriseNet: Anomaly Detection Inspired Class Incremental Learning Oct 30, 2023 Anomaly Detection class-incremental learning
Code Code Available Reconstructive Latent-Space Neural Radiance Fields for Efficient 3D Scene Representations Oct 27, 2023 Continual Learning NeRF
— Unverified Synthetic Data as Validation Oct 24, 2023 Computed Tomography (CT) Continual Learning
— Unverified Visually Grounded Continual Language Learning with Selective Specialization Oct 24, 2023 Continual Learning Diagnostic
Code Code Available Minimax Forward and Backward Learning of Evolving Tasks with Performance Guarantees Oct 24, 2023 Continual Learning Incremental Learning
Code Code Available COPR: Continual Learning Human Preference through Optimal Policy Regularization Oct 24, 2023 Continual Learning reinforcement-learning
— Unverified TiC-CLIP: Continual Training of CLIP Models Oct 24, 2023 Continual Learning Retrieval
Code Code Available SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding Oct 23, 2023 Continual Learning Multi-Task Learning
— Unverified Coordinated Replay Sample Selection for Continual Federated Learning Oct 23, 2023 Continual Learning Federated Learning
— Unverified CITB: A Benchmark for Continual Instruction Tuning Oct 23, 2023 Continual Learning
Code Code Available From Static to Dynamic: A Continual Learning Framework for Large Language Models Oct 22, 2023 Continual Learning
Code Code Available Continual Invariant Risk Minimization Oct 21, 2023 Continual Learning
— Unverified Technical Report for ICCV 2023 Visual Continual Learning Challenge: Continuous Test-time Adaptation for Semantic Segmentation Oct 20, 2023 Continual Learning Semantic Segmentation
— Unverified Towards a Deep Learning-based Online Quality Prediction System for Welding Processes Oct 19, 2023 ARC Continual Learning
— Unverified Recasting Continual Learning as Sequence Modeling Oct 18, 2023 Continual Learning
Code Code Available Bayesian Flow Networks in Continual Learning Oct 18, 2023 Bayesian Inference Continual Learning
— Unverified Prior-Free Continual Learning with Unlabeled Data in the Wild Oct 16, 2023 Continual Learning image-classification
Code Code Available Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation Oct 15, 2023 Continual Learning Transfer Learning
— Unverified Neuronal Auditory Machine Intelligence (NEURO-AMI) In Perspective Oct 14, 2023 Continual Learning
— Unverified 