Combining Past, Present and Future: A Self-Supervised Approach for Class Incremental Learning Nov 15, 2023 class-incremental learning Class Incremental Learning
— 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 Robust Feature Learning and Global Variance-Driven Classifier Alignment for Long-Tail Class Incremental Learning Nov 2, 2023 class-incremental learning Class Incremental Learning
Code Code Available Class Incremental Learning with Pre-trained Vision-Language Models Oct 31, 2023 class-incremental learning Class Incremental Learning
— Unverified Constructing Sample-to-Class Graph for Few-Shot Class-Incremental Learning Oct 31, 2023 class-incremental learning Class Incremental Learning
Code Code Available Look At Me, No Replay! SurpriseNet: Anomaly Detection Inspired Class Incremental Learning Oct 30, 2023 Anomaly Detection class-incremental learning
Code Code Available Towards Plastic and Stable Exemplar-Free Incremental Learning: A Dual-Learner Framework with Cumulative Parameter Averaging Oct 28, 2023 Exemplar-Free Incremental Learning
— Unverified Adaptive Resource Management for Edge Network Slicing using Incremental Multi-Agent Deep Reinforcement Learning Oct 26, 2023 Deep Reinforcement Learning Edge-computing
— Unverified Minimax Forward and Backward Learning of Evolving Tasks with Performance Guarantees Oct 24, 2023 Continual Learning Incremental Learning
Code Code Available Wakening Past Concepts without Past Data: Class-Incremental Learning from Online Placebos Oct 24, 2023 class-incremental learning Class Incremental Learning
— Unverified Estimating Material Properties of Interacting Objects Using Sum-GP-UCB Oct 18, 2023 Bayesian Optimization Incremental Learning
— Unverified Federated Class-Incremental Learning with Prompting Oct 13, 2023 class-incremental learning Class Incremental Learning
— Unverified Incremental Object Detection with CLIP Oct 13, 2023 Class-Incremental Object Detection Incremental Learning
— Unverified Aggregated f-average Neural Network for Interpretable Ensembling Oct 9, 2023 class-incremental learning Class Incremental Learning
— Unverified OpenIncrement: A Unified Framework for Open Set Recognition and Deep Class-Incremental Learning Oct 5, 2023 class-incremental learning Class Incremental Learning
Code Code Available Hadamard Domain Training with Integers for Class Incremental Quantized Learning Oct 5, 2023 Activity Recognition class-incremental learning
— Unverified Class-Incremental Learning Using Generative Experience Replay Based on Time-aware Regularization Oct 5, 2023 class-incremental learning Class Incremental Learning
— Unverified Continual Contrastive Spoken Language Understanding Oct 4, 2023 class-incremental learning Class Incremental Learning
— Unverified COOLer: Class-Incremental Learning for Appearance-Based Multiple Object Tracking Oct 4, 2023 class-incremental learning Class Incremental Learning
Code Code Available ProtoNER: Few shot Incremental Learning for Named Entity Recognition using Prototypical Networks Oct 3, 2023 document understanding Incremental Learning
— Unverified It's all about you: Personalized in-Vehicle Gesture Recognition with a Time-of-Flight Camera Oct 2, 2023 All Data Augmentation
— Unverified Elephant Neural Networks: Born to Be a Continual Learner Oct 2, 2023 class-incremental learning Class Incremental Learning
— Unverified A Survey of Incremental Transfer Learning: Combining Peer-to-Peer Federated Learning and Domain Incremental Learning for Multicenter Collaboration Sep 29, 2023 Continual Learning Federated Learning
Code Code Available Inherit with Distillation and Evolve with Contrast: Exploring Class Incremental Semantic Segmentation Without Exemplar Memory Sep 27, 2023 Class-Incremental Semantic Segmentation Contrastive Learning
— Unverified Revisiting Softmax Masking: Stop Gradient for Enhancing Stability in Replay-based Continual Learning Sep 26, 2023 Continual Learning Incremental Learning
— Unverified Multivariate Prototype Representation for Domain-Generalized Incremental Learning Sep 24, 2023 class-incremental learning Class Incremental Learning
— Unverified MM-NeRF: Multimodal-Guided 3D Multi-Style Transfer of Neural Radiance Field Sep 24, 2023 Incremental Learning NeRF
— Unverified Clustering-based Domain-Incremental Learning Sep 21, 2023 Clustering Continual Learning
— Unverified RECALL+: Adversarial Web-based Replay for Continual Learning in Semantic Segmentation Sep 19, 2023 Continual Learning Incremental Learning
— Unverified A Study of Data-driven Methods for Adaptive Forecasting of COVID-19 Cases Sep 18, 2023 Decision Making Incremental Learning
— Unverified Continual Learning with Dirichlet Generative-based Rehearsal Sep 13, 2023 Continual Learning Incremental Learning
— Unverified Adaptive User-centered Neuro-symbolic Learning for Multimodal Interaction with Autonomous Systems Sep 11, 2023 Incremental Learning multimodal interaction
— Unverified MultIOD: Rehearsal-free Multihead Incremental Object Detector Sep 11, 2023 class-incremental learning Class Incremental Learning
— Unverified Prompt Learning With Knowledge Memorizing Prototypes For Generalized Few-Shot Intent Detection Sep 10, 2023 class-incremental learning Class Incremental Learning
— Unverified Real-time Learning of Driving Gap Preference for Personalized Adaptive Cruise Control Sep 10, 2023 Incremental Learning
— Unverified Incremental Learning of Humanoid Robot Behavior from Natural Interaction and Large Language Models Sep 8, 2023 Incremental Learning Prompt Learning
— Unverified Image-Object-Specific Prompt Learning for Few-Shot Class-Incremental Learning Sep 6, 2023 class-incremental learning Class Incremental Learning
— Unverified Constructive Incremental Learning for Fault Diagnosis of Rolling Bearings with Ensemble Domain Adaptation Aug 29, 2023 Domain Adaptation Ensemble Learning
— Unverified Rotation Augmented Distillation for Exemplar-Free Class Incremental Learning with Detailed Analysis Aug 29, 2023 class-incremental learning Class Incremental Learning
— Unverified GRASP: A Rehearsal Policy for Efficient Online Continual Learning Aug 25, 2023 class-incremental learning Class Incremental Learning
— Unverified Dynamic Residual Classifier for Class Incremental Learning Aug 25, 2023 class-incremental learning Class Incremental Learning
Code Code Available Category Adaptation Meets Projected Distillation in Generalized Continual Category Discovery Aug 23, 2023 class-incremental learning Class Incremental Learning
Code Code Available Practical Insights on Incremental Learning of New Human Physical Activity on the Edge Aug 22, 2023 Incremental Learning
— Unverified Variational Density Propagation Continual Learning Aug 22, 2023 Bayesian Inference Continual Learning
— Unverified Robust Lagrangian and Adversarial Policy Gradient for Robust Constrained Markov Decision Processes Aug 22, 2023 Incremental Learning
Code Code Available An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning Aug 22, 2023 class-incremental learning Class Incremental Learning
— Unverified Exemplar-Free Continual Transformer with Convolutions Aug 22, 2023 Continual Learning Exemplar-Free
— Unverified An Operating Principle of the Cerebral Cortex, and a Cellular Mechanism for Attentional Trial-and-Error Pattern Learning and Useful Classification Extraction Aug 21, 2023 Incremental Learning
— Unverified An Adaptive Approach for Probabilistic Wind Power Forecasting Based on Meta-Learning Aug 15, 2023 Incremental Learning Meta-Learning
— Unverified Few-shot Class-incremental Learning for Classification and Object Detection: A Survey Aug 13, 2023 class-incremental learning Class Incremental Learning
— Unverified 