A Multi-Task Incremental Learning Framework with Category Name Embedding for Aspect-Category Sentiment Analysis Oct 6, 2020 Aspect Category Sentiment Analysis Decoder
Code Code Available 5 Learning Adaptive Embedding Considering Incremental Class Aug 31, 2020 class-incremental learning Class Incremental Learning
Code Code Available 5 Large Scale Incremental Learning May 30, 2019 class-incremental learning Class Incremental Learning
Code Code Available 5 L3A: Label-Augmented Analytic Adaptation for Multi-Label Class Incremental Learning Jun 1, 2025 class-incremental learning Class Incremental Learning
Code Code Available 5 Knowledge Swapping via Learning and Unlearning Feb 12, 2025 image-classification Image Classification
Code Code Available 5 Knowledge Transfer-Driven Few-Shot Class-Incremental Learning Jun 19, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Deep Class Incremental Learning from Decentralized Data Mar 11, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 AdaCL:Adaptive Continual Learning Mar 23, 2023 Bayesian Optimization class-incremental learning
Code Code Available 5 Knowledge Accumulation in Continually Learned Representations and the Issue of Feature Forgetting Apr 3, 2023 Continual Learning Image Classification
Code Code Available 5 Learning to Predict by the Methods of Temporal Differences Mar 9, 1988 Incremental Learning Prediction
Code Code Available 5 Decoupling Learning and Remembering: A Bilevel Memory Framework With Knowledge Projection for Task-Incremental Learning Jan 1, 2023 Incremental Learning
Code Code Available 5 Interactive incremental learning of generalizable skills with local trajectory modulation Sep 9, 2024 Continual Learning Imitation Learning
Code Code Available 5 Dataset Knowledge Transfer for Class-Incremental Learning without Memory Oct 16, 2021 class-incremental learning Class Incremental Learning
Code Code Available 5 Instance Weighted Incremental Evolution Strategies for Reinforcement Learning in Dynamic Environments Oct 9, 2020 Incremental Learning Q-Learning
Code Code Available 5 IPSeg: Image Posterior Mitigates Semantic Drift in Class-Incremental Segmentation Feb 7, 2025 class-incremental learning Class Incremental Learning
Code Code Available 5 Data-Free Generative Replay for Class-Incremental Learning on Imbalanced Data Jun 7, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Boosting Domain Incremental Learning: Selecting the Optimal Parameters is All You Need May 29, 2025 All image-classification
Code Code Available 5 Adaptive Prototype Replay for Class Incremental Semantic Segmentation Dec 17, 2024 Class-Incremental Semantic Segmentation Incremental Learning
Code Code Available 5 Initial Classifier Weights Replay for Memoryless Class Incremental Learning Aug 31, 2020 All class-incremental learning
Code Code Available 5 CuMF_SGD: Fast and Scalable Matrix Factorization Oct 19, 2016 CPU GPU
Code Code Available 5 Incremental Sequence Learning Nov 9, 2016 General Classification Incremental Learning
Code Code Available 5 Deep Learning for Sensor-based Activity Recognition: A Survey Jul 12, 2017 Activity Recognition Deep Learning
Code Code Available 5 Deeply Supervised Active Learning for Finger Bones Segmentation May 7, 2020 Active Learning Incremental Learning
Code Code Available 5 Cognitively-Inspired Model for Incremental Learning Using a Few Examples Feb 27, 2020 class-incremental learning Class Incremental Learning
Code Code Available 5 CSTA: Spatial-Temporal Causal Adaptive Learning for Exemplar-Free Video Class-Incremental Learning Jan 13, 2025 class-incremental learning Class Incremental Learning
Code Code Available 5 ISSTAD: Incremental Self-Supervised Learning Based on Transformer for Anomaly Detection and Localization Mar 30, 2023 Anomaly Detection Anomaly Localization
Code Code Available 5 IncSAR: A Dual Fusion Incremental Learning Framework for SAR Target Recognition Oct 8, 2024 Denoising Incremental Learning
Code Code Available 5 Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild Mar 29, 2019 class-incremental learning Class Incremental Learning
Code Code Available 5 CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning Jul 16, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Bridging Non Co-occurrence with Unlabeled In-the-wild Data for Incremental Object Detection Oct 28, 2021 Class-Incremental Object Detection Incremental Learning
Code Code Available 5 Covariance-based Space Regularization for Few-shot Class Incremental Learning Nov 2, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Learning from the Web: Language Drives Weakly-Supervised Incremental Learning for Semantic Segmentation Jul 18, 2024 Incremental Learning Semantic Segmentation
Code Code Available 5 ActiveHARNet: Towards On-Device Deep Bayesian Active Learning for Human Activity Recognition May 31, 2019 Active Learning Activity Recognition
Code Code Available 5 iNeMo: Incremental Neural Mesh Models for Robust Class-Incremental Learning Jul 12, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Incremental Learning of Event Definitions with Inductive Logic Programming Feb 24, 2014 Activity Recognition Incremental Learning
Code Code Available 5 Cost-Effective Active Learning for Deep Image Classification Jan 13, 2017 Active Learning Classification
Code Code Available 5 COOLer: Class-Incremental Learning for Appearance-Based Multiple Object Tracking Oct 4, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Incremental Learning in Person Re-Identification Aug 20, 2018 Incremental Learning Person Re-Identification
Code Code Available 5 UNIKD: UNcertainty-filtered Incremental Knowledge Distillation for Neural Implicit Representation Dec 21, 2022 3D Reconstruction Incremental Learning
Code Code Available 5 Dex: Incremental Learning for Complex Environments in Deep Reinforcement Learning Jun 19, 2017 Continual Learning Deep Reinforcement Learning
Code Code Available 5 Incremental Embedding Learning via Zero-Shot Translation Dec 31, 2020 Face Recognition Image Retrieval
Code Code Available 5 Improving Replay-Based Continual Semantic Segmentation with Smart Data Selection Sep 20, 2022 Continual Learning Continual Semantic Segmentation
Code Code Available 5 Long-Term Upper-Limb Prosthesis Myocontrol via High-Density sEMG and Incremental Learning Dec 20, 2024 Incremental Learning
Code Code Available 5 Look At Me, No Replay! SurpriseNet: Anomaly Detection Inspired Class Incremental Learning Oct 30, 2023 Anomaly Detection class-incremental learning
Code Code Available 5 FILDNE: A Framework for Incremental Learning of Dynamic Networks Embeddings Apr 6, 2019 Dynamic graph embedding Graph Embedding
Code Code Available 5 Incremental Learning from Scratch for Task-Oriented Dialogue Systems Jun 12, 2019 Incremental Learning Task-Oriented Dialogue Systems
Code Code Available 5 ICICLE: Interpretable Class Incremental Continual Learning Mar 14, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Continuous Learning in Single-Incremental-Task Scenarios Jun 22, 2018 class-incremental learning Class Incremental Learning
Code Code Available 5 IL2M: Class Incremental Learning With Dual Memory Oct 1, 2019 class-incremental learning Class Incremental Learning
Code Code Available 5 Hypergraph Tversky-Aware Domain Incremental Learning for Brain Tumor Segmentation with Missing Modalities May 22, 2025 Brain Tumor Segmentation Incremental Learning
Code Code Available 5 