Incremental Sequence Learning Nov 9, 2016 General Classification Incremental Learning
Code Code Available Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather Conditions Mar 24, 2023 Continual Learning Incremental Learning
Code Code Available A Practical Incremental Learning Framework For Sparse Entity Extraction Jun 26, 2018 Active Learning Entity Extraction using GAN
Code Code Available Catastrophic forgetting: still a problem for DNNs May 20, 2019 Incremental Learning Model Selection
Code Code Available ISSTAD: Incremental Self-Supervised Learning Based on Transformer for Anomaly Detection and Localization Mar 30, 2023 Anomaly Detection Anomaly Localization
Code Code Available Towards Incremental Learning of Word Embeddings Using Context Informativeness Jul 1, 2019 Incremental Learning Informativeness
Code Code Available Semi-Automatic Annotation For Visual Object Tracking Jan 18, 2021 Incremental Learning Object
Code Code Available Video Object Segmentation using Teacher-Student Adaptation in a Human Robot Interaction (HRI) Setting Oct 17, 2018 Incremental Learning Robot Manipulation
Code Code Available Latent Spectral Regularization for Continual Learning Jan 9, 2023 Continual Learning Incremental Learning
Code Code Available Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild Mar 29, 2019 class-incremental learning Class Incremental Learning
Code Code Available Sentence Embedding Alignment for Lifelong Relation Extraction Mar 6, 2019 Incremental Learning Lifelong learning
Code Code Available Prompt-Based Exemplar Super-Compression and Regeneration for Class-Incremental Learning Nov 30, 2023 class-incremental learning Class Incremental Learning
Code Code Available Incremental Learning with Repetition via Pseudo-Feature Projection Feb 27, 2025 Exemplar-Free Incremental Learning
Code Code Available Prompt Customization for Continual Learning Apr 28, 2024 Continual Learning Incremental Learning
Code Code Available Incremental Learning of Event Definitions with Inductive Logic Programming Feb 24, 2014 Activity Recognition Incremental Learning
Code Code Available Incremental Learning in Person Re-Identification Aug 20, 2018 Incremental Learning Person Re-Identification
Code Code Available Incremental Learning from Scratch for Task-Oriented Dialogue Systems Jun 12, 2019 Incremental Learning Task-Oriented Dialogue Systems
Code Code Available Towards Label-Efficient Incremental Learning: A Survey Feb 1, 2023 Incremental Learning Self-Supervised Learning
Code Code Available PromptFusion: Decoupling Stability and Plasticity for Continual Learning Mar 13, 2023 class-incremental learning Class Incremental Learning
Code Code Available UNIKD: UNcertainty-filtered Incremental Knowledge Distillation for Neural Implicit Representation Dec 21, 2022 3D Reconstruction Incremental Learning
Code Code Available Class incremental learning with probability dampening and cascaded gated classifier Feb 2, 2024 class-incremental learning Class Incremental Learning
Code Code Available Continual Learning for Remote Physiological Measurement: Minimize Forgetting and Simplify Inference Jul 19, 2024 class-incremental learning Class Incremental Learning
Code Code Available Incremental Embedding Learning via Zero-Shot Translation Dec 31, 2020 Face Recognition Image Retrieval
Code Code Available Avoiding Forgetting and Allowing Forward Transfer in Continual Learning via Sparse Networks Oct 11, 2021 class-incremental learning Class Incremental Learning
Code Code Available SHARP: Sparsity and Hidden Activation RePlay for Neuro-Inspired Continual Learning May 29, 2023 All class-incremental learning
Code Code Available SHELS: Exclusive Feature Sets for Novelty Detection and Continual Learning Without Class Boundaries Jun 28, 2022 class-incremental learning Class Incremental Learning
Code Code Available Privacy-Aware Lifelong Learning May 16, 2025 image-classification Image Classification
Code Code Available FILDNE: A Framework for Incremental Learning of Dynamic Networks Embeddings Apr 6, 2019 Dynamic graph embedding Graph Embedding
Code Code Available Improving Replay-Based Continual Semantic Segmentation with Smart Data Selection Sep 20, 2022 Continual Learning Continual Semantic Segmentation
Code Code Available Lifelong Learning of Spatiotemporal Representations with Dual-Memory Recurrent Self-Organization May 28, 2018 Active Learning Continuous Object Recognition
Code Code Available Can BERT Refrain from Forgetting on Sequential Tasks? A Probing Study Mar 2, 2023 Extractive Question-Answering Incremental Learning
Code Code Available Improving Forward Compatibility in Class Incremental Learning by Increasing Representation Rank and Feature Richness Mar 22, 2024 class-incremental learning Class Incremental Learning
Code Code Available A Novel Incremental Learning Driven Instance Segmentation Framework to Recognize Highly Cluttered Instances of the Contraband Items Jan 7, 2022 Bayesian Inference Decoder
Code Code Available Teacher Agent: A Knowledge Distillation-Free Framework for Rehearsal-based Video Incremental Learning Jun 1, 2023 Incremental Learning Knowledge Distillation
Code Code Available LIME: Low-Cost and Incremental Learning for Dynamic Heterogeneous Information Networks Feb 11, 2021 Anomaly Detection Fraud Detection
Code Code Available ICICLE: Interpretable Class Incremental Continual Learning Mar 14, 2023 class-incremental learning Class Incremental Learning
Code Code Available A continual learning survey: Defying forgetting in classification tasks Sep 18, 2019 Classification Continual Learning
Code Code Available A comparative study of general fuzzy min-max neural networks for pattern classification problems Jul 31, 2019 BIG-bench Machine Learning Clustering
Code Code Available LODAP: On-Device Incremental Learning Via Lightweight Operations and Data Pruning Apr 28, 2025 Incremental Learning
Code Code Available Addressing Imbalanced Domain-Incremental Learning through Dual-Balance Collaborative Experts Jul 9, 2025 Continual Learning Incremental Learning
Code Code Available Sit Back and Relax: Learning to Drive Incrementally in All Weather Conditions May 30, 2023 All Autonomous Driving
Code Code Available IAP: Improving Continual Learning of Vision-Language Models via Instance-Aware Prompting Mar 26, 2025 class-incremental learning Class Incremental Learning
Code Code Available Long-Term Upper-Limb Prosthesis Myocontrol via High-Density sEMG and Incremental Learning Dec 20, 2024 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 Continual Deep Active Learning for Medical Imaging: Replay-Base Architecture for Context Adaptation Jan 14, 2025 Active Learning class-incremental learning
Code Code Available Looking for a better fit? An Incremental Learning Multimodal Object Referencing Framework adapting to Individual Drivers Jan 29, 2024 Incremental Learning Lifelong learning
Code Code Available LoRAX: LoRA eXpandable Networks for Continual Synthetic Image Attribution Apr 10, 2025 class-incremental learning Class Incremental Learning
Code Code Available Sketch Input Method Editor: A Comprehensive Dataset and Methodology for Systematic Input Recognition Nov 30, 2023 class-incremental learning Class Incremental Learning
Code Code Available Queried Unlabeled Data Improves and Robustifies Class-Incremental Learning Jun 15, 2022 Adversarial Robustness class-incremental learning
Code Code Available Constructing Sample-to-Class Graph for Few-Shot Class-Incremental Learning Oct 31, 2023 class-incremental learning Class Incremental Learning
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