FedIL: Federated Incremental Learning from Decentralized Unlabeled Data with Convergence Analysis Feb 23, 2023 Federated Learning Incremental Learning
— Unverified Open-World Object Detection via Discriminative Class Prototype Learning Feb 23, 2023 Incremental Learning Object
— Unverified On Handling Catastrophic Forgetting for Incremental Learning of Human Physical Activity on the Edge Feb 18, 2023 Activity Recognition Human Activity Recognition
— Unverified What A Situated Language-Using Agent Must be Able to Do: A Top-Down Analysis Feb 16, 2023 Incremental Learning Language Modeling
— Unverified New Insights on Relieving Task-Recency Bias for Online Class Incremental Learning Feb 16, 2023 class-incremental learning Class Incremental Learning
Code Code Available Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentation Feb 13, 2023 Diagnostic Image Segmentation
Code Code Available Semantic Image Segmentation: Two Decades of Research Feb 13, 2023 Domain Adaptation Domain Generalization
— Unverified SCLIFD:Supervised Contrastive Knowledge Distillation for Incremental Fault Diagnosis under Limited Fault Data Feb 12, 2023 class-incremental learning Class Incremental Learning
— Unverified LipLearner: Customizable Silent Speech Interactions on Mobile Devices Feb 12, 2023 Contrastive Learning Incremental Learning
Code Code Available Class-Incremental Learning: A Survey Feb 7, 2023 class-incremental learning Class Incremental Learning
Code Code Available On the Limitation and Experience Replay for GNNs in Continual Learning Feb 7, 2023 Continual Learning Incremental Learning
— Unverified Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class Incremental Learning Feb 6, 2023 class-incremental learning Class Incremental Learning
Code Code Available No One Left Behind: Real-World Federated Class-Incremental Learning Feb 2, 2023 class-incremental learning Class Incremental Learning
Code Code Available Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning Feb 2, 2023 class-incremental learning Class Incremental Learning
Code Code Available Towards Label-Efficient Incremental Learning: A Survey Feb 1, 2023 Incremental Learning Self-Supervised Learning
Code Code Available TIDo: Source-free Task Incremental Learning in Non-stationary Environments Jan 28, 2023 Disease Prediction Incremental Learning
— Unverified Adversarial Learning Networks: Source-free Unsupervised Domain Incremental Learning Jan 28, 2023 Continual Learning Disease Prediction
— Unverified Unbiased and Efficient Self-Supervised Incremental Contrastive Learning Jan 28, 2023 Contrastive Learning Graph Representation Learning
Code Code Available Understanding Incremental Learning of Gradient Descent: A Fine-grained Analysis of Matrix Sensing Jan 27, 2023 Incremental Learning
— Unverified Class-Incremental Learning with Repetition Jan 26, 2023 class-incremental learning Class Incremental Learning
Code Code Available Uncertainty-Aware Distillation for Semi-Supervised Few-Shot Class-Incremental Learning Jan 24, 2023 class-incremental learning Class Incremental Learning
Code Code Available Knowledge Acquisition and Completion for Long-Term Human-Robot Interactions using Knowledge Graph Embedding Jan 17, 2023 Continual Learning Graph Embedding
— Unverified Explain What You See: Open-Ended Segmentation and Recognition of Occluded 3D Objects Jan 17, 2023 Incremental Learning Object
— Unverified RMM: Reinforced Memory Management for Class-Incremental Learning Jan 14, 2023 class-incremental learning Class Incremental Learning
Code Code Available Online Class-Incremental Learning For Real-World Food Image Classification Jan 12, 2023 Classification class-incremental learning
Code Code Available Effective Decision Boundary Learning for Class Incremental Learning Jan 12, 2023 class-incremental learning Class Incremental Learning
— Unverified Online Hyperparameter Optimization for Class-Incremental Learning Jan 11, 2023 class-incremental learning Class Incremental Learning
Code Code Available Continual HyperTransformer: A Meta-Learner for Continual Few-Shot Learning Jan 11, 2023 class-incremental learning Class Incremental Learning
— Unverified Latent Spectral Regularization for Continual Learning Jan 9, 2023 Continual Learning Incremental Learning
Code Code Available On the challenges to learn from Natural Data Streams Jan 9, 2023 Incremental Learning
— Unverified Architect, Regularize and Replay (ARR): a Flexible Hybrid Approach for Continual Learning Jan 6, 2023 class-incremental learning Class Incremental Learning
— Unverified Dissecting Continual Learning a Structural and Data Analysis Jan 3, 2023 Continual Learning Incremental Learning
— Unverified Space-time Prompting for Video Class-incremental Learning Jan 1, 2023 class-incremental learning Class Incremental Learning
— Unverified Data-Free Class-Incremental Hand Gesture Recognition Jan 1, 2023 class-incremental learning Class Incremental Learning
Code Code Available Self-Organizing Pathway Expansion for Non-Exemplar Class-Incremental Learning Jan 1, 2023 class-incremental learning Class Incremental Learning
— Unverified NAPA-VQ: Neighborhood-Aware Prototype Augmentation with Vector Quantization for Continual Learning Jan 1, 2023 class-incremental learning Class Incremental Learning
Code Code Available Prototype Reminiscence and Augmented Asymmetric Knowledge Aggregation for Non-Exemplar Class-Incremental Learning Jan 1, 2023 class-incremental learning Class Incremental Learning
— Unverified Growing a Brain with Sparsity-Inducing Generation for Continual Learning Jan 1, 2023 Action Recognition Continual Learning
Code Code Available Class-incremental Continual Learning for Instance Segmentation with Image-level Weak Supervision Jan 1, 2023 Continual Learning Incremental Learning
Code Code Available Towards Realistic Evaluation of Industrial Continual Learning Scenarios with an Emphasis on Energy Consumption and Computational Footprint Jan 1, 2023 class-incremental learning Class Incremental Learning
Code Code Available CO-Net: Learning Multiple Point Cloud Tasks at Once with A Cohesive Network Jan 1, 2023 Incremental Learning Multi-Task Learning
— Unverified Few-Shot Class-Incremental Learning via Class-Aware Bilateral Distillation Jan 1, 2023 class-incremental learning Class Incremental Learning
Code Code Available DKT: Diverse Knowledge Transfer Transformer for Class Incremental Learning Jan 1, 2023 class-incremental learning Class Incremental Learning
— Unverified CafeBoost: Causal Feature Boost To Eliminate Task-Induced Bias for Class Incremental Learning Jan 1, 2023 class-incremental learning Class Incremental Learning
— Unverified Poly-PC: A Polyhedral Network for Multiple Point Cloud Tasks at Once Jan 1, 2023 Incremental Learning Multi-Task Learning
— Unverified Endpoints Weight Fusion for Class Incremental Semantic Segmentation Jan 1, 2023 class-incremental learning Class Incremental Learning
— Unverified GKEAL: Gaussian Kernel Embedded Analytic Learning for Few-Shot Class Incremental Task Jan 1, 2023 class-incremental learning Class Incremental Learning
— Unverified Decoupling Learning and Remembering: A Bilevel Memory Framework With Knowledge Projection for Task-Incremental Learning Jan 1, 2023 Incremental Learning
Code Code Available MDL-NAS: A Joint Multi-Domain Learning Framework for Vision Transformer Jan 1, 2023 image-classification Image Classification
— Unverified Multi-Centroid Task Descriptor for Dynamic Class Incremental Inference Jan 1, 2023 class-incremental learning Class Incremental Learning
— Unverified 