Variational Density Propagation Continual Learning Aug 22, 2023 Bayesian Inference Continual Learning
— Unverified Exemplar-Free Continual Transformer with Convolutions Aug 22, 2023 Continual Learning Exemplar-Free
— Unverified Real World Time Series Benchmark Datasets with Distribution Shifts: Global Crude Oil Price and Volatility Aug 21, 2023 Continual Learning Time Series
— Unverified A Comprehensive Empirical Evaluation on Online Continual Learning Aug 20, 2023 class-incremental learning Class Incremental Learning
Code Code Available Online Class Incremental Learning on Stochastic Blurry Task Boundary via Mask and Visual Prompt Tuning Aug 18, 2023 class-incremental learning Class Incremental Learning
Code Code Available NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning Aug 18, 2023 class-incremental learning Class Incremental Learning
Code Code Available Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual Learning Aug 18, 2023 class-incremental learning Class Incremental Learning
Code Code Available On the Effectiveness of LayerNorm Tuning for Continual Learning in Vision Transformers Aug 18, 2023 Continual Learning Transfer Learning
Code Code Available A Fusion of Variational Distribution Priors and Saliency Map Replay for Continual 3D Reconstruction Aug 17, 2023 3D Reconstruction Continual Learning
— Unverified Graph Relation Aware Continual Learning Aug 16, 2023 Continual Learning Graph Embedding
— Unverified Advancing continual lifelong learning in neural information retrieval: definition, dataset, framework, and empirical evaluation Aug 16, 2023 Continual Learning Data Augmentation
Code Code Available Challenges and Opportunities of Using Transformer-Based Multi-Task Learning in NLP Through ML Lifecycle: A Survey Aug 16, 2023 Continual Learning Multi-Task Learning
— Unverified Ada-QPacknet -- adaptive pruning with bit width reduction as an efficient continual learning method without forgetting Aug 14, 2023 Continual Learning
— Unverified IOB: Integrating Optimization Transfer and Behavior Transfer for Multi-Policy Reuse Aug 14, 2023 Continual Learning Reinforcement Learning (RL)
— Unverified CBA: Improving Online Continual Learning via Continual Bias Adaptor Aug 14, 2023 Continual Learning
Code Code Available OpenGCD: Assisting Open World Recognition with Generalized Category Discovery Aug 14, 2023 Continual Learning Diversity
Code Code Available CTP: Towards Vision-Language Continual Pretraining via Compatible Momentum Contrast and Topology Preservation Aug 14, 2023 Continual Learning Continual Pretraining
Code Code Available Complex Facial Expression Recognition Using Deep Knowledge Distillation of Basic Features Aug 11, 2023 Continual Learning Emotion Recognition
Code Code Available Cost-effective On-device Continual Learning over Memory Hierarchy with Miro Aug 11, 2023 Continual Learning Edge-computing
Code Code Available Continual Road-Scene Semantic Segmentation via Feature-Aligned Symmetric Multi-Modal Network Aug 9, 2023 Autonomous Driving Continual Learning
— Unverified Enhancing Efficient Continual Learning with Dynamic Structure Development of Spiking Neural Networks Aug 9, 2023 class-incremental learning Class Incremental Learning
— Unverified Improving Performance in Continual Learning Tasks using Bio-Inspired Architectures Aug 8, 2023 Continual Learning Split-CIFAR-10
— Unverified Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection Aug 7, 2023 Continual Learning Emotion Recognition
Code Code Available WIKITIDE: A Wikipedia-Based Timestamped Definition Pairs Dataset Aug 7, 2023 Continual Learning parameter-efficient fine-tuning
— Unverified Improving Replay Sample Selection and Storage for Less Forgetting in Continual Learning Aug 3, 2023 Continual Learning
— Unverified Efficient Model Adaptation for Continual Learning at the Edge Aug 3, 2023 AutoML Continual Learning
— Unverified Training Data Protection with Compositional Diffusion Models Aug 2, 2023 Continual Learning Image Generation
— Unverified Online Prototype Learning for Online Continual Learning Aug 1, 2023 Continual Learning Knowledge Distillation
Code Code Available Subspace Distillation for Continual Learning Jul 31, 2023 Continual Learning Knowledge Distillation
Code Code Available Continual Learning in Predictive Autoscaling Jul 29, 2023 Continual Learning Density Estimation
— Unverified Detecting Morphing Attacks via Continual Incremental Training Jul 27, 2023 Continual Learning
— Unverified Online Continual Learning in Keyword Spotting for Low-Resource Devices via Pooling High-Order Temporal Statistics Jul 24, 2023 Continual Learning Keyword Spotting
Code Code Available Revisiting Distillation for Continual Learning on Visual Question Localized-Answering in Robotic Surgery Jul 22, 2023 Continual Learning Scene Understanding
Code Code Available CLR: Channel-wise Lightweight Reprogramming for Continual Learning Jul 21, 2023 Continual Learning image-classification
Code Code Available XLDA: Linear Discriminant Analysis for Scaling Continual Learning to Extreme Classification at the Edge Jul 21, 2023 class-incremental learning Class Incremental Learning
— Unverified Self-paced Weight Consolidation for Continual Learning Jul 20, 2023 Continual Learning
— Unverified A Definition of Continual Reinforcement Learning Jul 20, 2023 Continual Learning reinforcement-learning
— Unverified Online Continual Learning for Robust Indoor Object Recognition Jul 19, 2023 Continual Learning Object
— Unverified HAT-CL: A Hard-Attention-to-the-Task PyTorch Library for Continual Learning Jul 18, 2023 Continual Learning Hard Attention
Code Code Available A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning Jul 16, 2023 Continual Learning Federated Learning
Code Code Available Learning Expressive Priors for Generalization and Uncertainty Estimation in Neural Networks Jul 15, 2023 Continual Learning Generalization Bounds
Code Code Available Replay to Remember: Continual Layer-Specific Fine-tuning for German Speech Recognition Jul 14, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified The complexity of non-stationary reinforcement learning Jul 13, 2023 Continual Learning reinforcement-learning
— Unverified Domain-Agnostic Neural Architecture for Class Incremental Continual Learning in Document Processing Platform Jul 11, 2023 Continual Learning Mixture-of-Experts
Code Code Available Towards Robust and Efficient Continual Language Learning Jul 11, 2023 Continual Learning
— Unverified EgoAdapt: A multi-stream evaluation study of adaptation to real-world egocentric user video Jul 11, 2023 Action Recognition Continual Learning
Code Code Available Fed-CPrompt: Contrastive Prompt for Rehearsal-Free Federated Continual Learning Jul 10, 2023 Continual Learning Prompt Learning
— Unverified Advances and Challenges in Meta-Learning: A Technical Review Jul 10, 2023 Continual Learning Domain Adaptation
— Unverified Continual Learning as Computationally Constrained Reinforcement Learning Jul 10, 2023 Continual Learning reinforcement-learning
— Unverified Class-Incremental Mixture of Gaussians for Deep Continual Learning Jul 9, 2023 Continual Learning image-classification
— Unverified 