A Retention-Centric Framework for Continual Learning with Guaranteed Model Developmental Safety Oct 4, 2024 Autonomous Driving Continual Learning
Code Code Available Structural-Entropy-Based Sample Selection for Efficient and Effective Learning Oct 3, 2024 Active Learning Continual Learning
— Unverified GPTreeO: An R package for continual regression with dividing local Gaussian processes Oct 1, 2024 Continual Learning Gaussian Processes
— Unverified Fine-Grained Gradient Restriction: A Simple Approach for Mitigating Catastrophic Forgetting Oct 1, 2024 Continual Learning
— Unverified Self-Updatable Large Language Models with Parameter Integration Oct 1, 2024 Continual Learning Conversational Recommendation
— Unverified LoRanPAC: Low-rank Random Features and Pre-trained Models for Bridging Theory and Practice in Continual Learning Oct 1, 2024 Continual Learning
Code Code Available Simplified priors for Object-Centric Learning Oct 1, 2024 Continual Learning Object
— Unverified Mining Your Own Secrets: Diffusion Classifier Scores for Continual Personalization of Text-to-Image Diffusion Models Oct 1, 2024 Continual Learning
— Unverified Demonstrating the Continual Learning Capabilities and Practical Application of Discrete-Time Active Inference Sep 30, 2024 Bayesian Inference Continual Learning
Code Code Available Continual Human Pose Estimation for Incremental Integration of Keypoints and Pose Variations Sep 30, 2024 Continual Learning Pose Estimation
— Unverified Learning Attentional Mixture of LoRAs for Language Model Continual Learning Sep 29, 2024 Continual Learning Language Modeling
— Unverified Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning Sep 28, 2024 Continual Learning Maximum Separation
Code Code Available LW2G: Learning Whether to Grow for Prompt-based Continual Learning Sep 27, 2024 Continual Learning Prompt Learning
Code Code Available How green is continual learning, really? Analyzing the energy consumption in continual training of vision foundation models Sep 27, 2024 Continual Learning Incremental Learning
— Unverified Optimal Protocols for Continual Learning via Statistical Physics and Control Theory Sep 26, 2024 Continual Learning
— Unverified Continual learning with task specialist Sep 26, 2024 class-incremental learning Class Incremental Learning
— Unverified Building Real-time Awareness of Out-of-distribution in Trajectory Prediction for Autonomous Vehicles Sep 25, 2024 Autonomous Vehicles Change Point Detection
— Unverified Neural Network Plasticity and Loss Sharpness Sep 25, 2024 Continual Learning
— Unverified Patch-Based Contrastive Learning and Memory Consolidation for Online Unsupervised Continual Learning Sep 24, 2024 Continual Learning Contrastive Learning
Code Code Available Tiny Robotics Dataset and Benchmark for Continual Object Detection Sep 24, 2024 Autonomous Navigation Continual Learning
Code Code Available CON: Continual Object Navigation via Data-Free Inter-Agent Knowledge Transfer in Unseen and Unfamiliar Places Sep 23, 2024 Continual Learning Transfer Learning
— Unverified Towards Accountable AI-Assisted Eye Disease Diagnosis: Workflow Design, External Validation, and Continual Learning Sep 23, 2024 Continual Learning Diagnostic
— Unverified Brain Surgery: Ensuring GDPR Compliance in Large Language Models via Concept Erasure Sep 22, 2024 Continual Learning Ethics
— Unverified From Lazy to Rich: Exact Learning Dynamics in Deep Linear Networks Sep 22, 2024 Continual Learning Transfer Learning
— Unverified Towards LifeSpan Cognitive Systems Sep 20, 2024 Continual Learning
— Unverified Continual Learning for Multimodal Data Fusion of a Soft Gripper Sep 20, 2024 Continual Learning Incremental Learning
— Unverified Persistent Backdoor Attacks in Continual Learning Sep 20, 2024 Continual Learning
— Unverified ReFu: Recursive Fusion for Exemplar-Free 3D Class-Incremental Learning Sep 18, 2024 class-incremental learning Class Incremental Learning
— Unverified Reducing Catastrophic Forgetting in Online Class Incremental Learning Using Self-Distillation Sep 17, 2024 class-incremental learning Class Incremental Learning
— Unverified An Ultra-Low Power Wearable BMI System with Continual Learning Capabilities Sep 16, 2024 Continual Learning EEG
Code Code Available Continual Learning of Conjugated Visual Representations through Higher-order Motion Flows Sep 16, 2024 Continual Learning Optical Flow Estimation
— Unverified MOST: MR reconstruction Optimization for multiple downStream Tasks via continual learning Sep 16, 2024 Continual Learning
Code Code Available Train-On-Request: An On-Device Continual Learning Workflow for Adaptive Real-World Brain Machine Interfaces Sep 13, 2024 Continual Learning EEG
Code Code Available Dark Experience for Incremental Keyword Spotting Sep 12, 2024 Continual Learning Keyword Spotting
— Unverified FACT: Feature Adaptive Continual-learning Tracker for Multiple Object Tracking Sep 12, 2024 Continual Learning Multiple Object Tracking
— Unverified Continual Learning in 3D Point Clouds: Employing Spectral Techniques for Exemplar Selection Sep 12, 2024 3D Object Classification Clustering
— Unverified A Contrastive Symmetric Forward-Forward Algorithm (SFFA) for Continual Learning Tasks Sep 11, 2024 Continual Learning image-classification
— Unverified Revisiting Static Feature-Based Android Malware Detection Sep 11, 2024 Android Malware Detection Computer Security
— Unverified Continual Domain Incremental Learning for Privacy-aware Digital Pathology Sep 10, 2024 Continual Learning Incremental Learning
— Unverified Open-World Dynamic Prompt and Continual Visual Representation Learning Sep 9, 2024 Continual Learning Image Retrieval
— Unverified Interactive incremental learning of generalizable skills with local trajectory modulation Sep 9, 2024 Continual Learning Imitation Learning
Code Code Available Replay Consolidation with Label Propagation for Continual Object Detection Sep 9, 2024 Autonomous Driving Continual Learning
— Unverified CD-NGP: A Fast Scalable Continual Representation for Dynamic Scenes Sep 8, 2024 3D Reconstruction Continual Learning
— Unverified SCARF: Scalable Continual Learning Framework for Memory-efficient Multiple Neural Radiance Fields Sep 6, 2024 Continual Learning Knowledge Distillation
— Unverified Simplex-enabled Safe Continual Learning Machine Sep 5, 2024 Continual Learning Deep Reinforcement Learning
— Unverified Continual Skill and Task Learning via Dialogue Sep 5, 2024 Continual Learning Instruction Following
— Unverified Few-Shot Continual Learning for Activity Recognition in Classroom Surveillance Images Sep 5, 2024 Activity Recognition Continual Learning
— Unverified Cog-GA: A Large Language Models-based Generative Agent for Vision-Language Navigation in Continuous Environments Sep 4, 2024 Continual Learning Navigate
— Unverified Vision-Language Navigation with Continual Learning Sep 4, 2024 Continual Learning Navigate
— Unverified Towards General Industrial Intelligence: A Survey of Continual Large Models in Industrial IoT Sep 2, 2024 Cloud Computing Continual Learning
— Unverified 