Multi-Centroid Task Descriptor for Dynamic Class Incremental Inference Jan 1, 2023 class-incremental learning Class Incremental Learning
— Unverified Multi-label Class Incremental Emotion Decoding with Augmented Emotional Semantics Learning May 31, 2024 class-incremental learning Class Incremental Learning
— Unverified Multi-Label Continual Learning for the Medical Domain: A Novel Benchmark Apr 10, 2024 class-incremental learning Class Incremental Learning
— Unverified Neuromodulated Neural Architectures with Local Error Signals for Memory-Constrained Online Continual Learning Jul 16, 2020 Bayesian Optimization Class Incremental Learning
— Unverified Multilayer Neuromodulated Architectures for Memory-Constrained Online Continual Learning Jun 12, 2020 Bayesian Optimization class-incremental learning
— Unverified MultIOD: Rehearsal-free Multihead Incremental Object Detector Sep 11, 2023 class-incremental learning Class Incremental Learning
— Unverified Multi-Teacher Knowledge Distillation for Incremental Implicitly-Refined Classification Feb 23, 2022 Classification Incremental Learning
— Unverified Multivariate Prototype Representation for Domain-Generalized Incremental Learning Sep 24, 2023 class-incremental learning Class Incremental Learning
— Unverified Multi-View Class Incremental Learning Jun 16, 2023 class-incremental learning Class Incremental Learning
— Unverified Multi-View Incremental Learning with Structured Hebbian Plasticity for Enhanced Fusion Efficiency Dec 17, 2024 Incremental Learning MULTI-VIEW LEARNING
— Unverified MVD: A Multi-Lingual Software Vulnerability Detection Framework Dec 9, 2024 Incremental Learning Vulnerability Detection
— Unverified Energy-Sensitive Trajectory Design and Restoration Areas Allocation for UAV-Enabled Grassland Restoration Apr 10, 2022 Combinatorial Optimization Incremental Learning
— Unverified NEOLAF, an LLM-powered neural-symbolic cognitive architecture Aug 8, 2023 Incremental Learning Math
— Unverified Neural Architecture Search for Class-incremental Learning Sep 14, 2019 AutoML class-incremental learning
— Unverified NeuralNetwork-Viterbi: A Framework for Weakly Supervised Video Learning May 17, 2018 Action Segmentation Incremental Learning
— Unverified Neuro-mimetic Task-free Unsupervised Online Learning with Continual Self-Organizing Maps Feb 19, 2024 class-incremental learning Class Incremental Learning
— Unverified New Perspectives on the Use of Online Learning for Congestion Level Prediction over Traffic Data Mar 27, 2020 Incremental Learning Time Series
— Unverified No Imputation of Missing Values In Tabular Data Classification Using Incremental Learning Apr 20, 2025 Imputation Incremental Learning
— Unverified Noise-Tolerant Coreset-Based Class Incremental Continual Learning Apr 23, 2025 class-incremental learning Class Incremental Learning
— Unverified Non-exemplar Class-incremental Learning by Random Auxiliary Classes Augmentation and Mixed Features Apr 16, 2023 class-incremental learning Class Incremental Learning
— Unverified Objects in Semantic Topology Oct 6, 2021 Incremental Learning Language Modelling
— Unverified On Class Orderings for Incremental Learning Jul 4, 2020 Incremental Learning
— Unverified On Distilling the Displacement Knowledge for Few-Shot Class-Incremental Learning Dec 15, 2024 class-incremental learning Class Incremental Learning
— Unverified Hyperdimensional Representation Learning for Node Classification and Link Prediction Feb 26, 2024 Classification class-incremental learning
— Unverified Knowledge Accumulation in Continually Learned Representations and the Issue of Feature Forgetting Apr 3, 2023 Continual Learning Image Classification
Code Code Available IPSeg: Image Posterior Mitigates Semantic Drift in Class-Incremental Segmentation Feb 7, 2025 class-incremental learning Class Incremental Learning
Code Code Available Knowledge Swapping via Learning and Unlearning Feb 12, 2025 image-classification Image Classification
Code Code Available Knowledge Transfer-Driven Few-Shot Class-Incremental Learning Jun 19, 2023 class-incremental learning Class Incremental Learning
Code Code Available L3A: Label-Augmented Analytic Adaptation for Multi-Label Class Incremental Learning Jun 1, 2025 class-incremental learning Class Incremental Learning
Code Code Available Self-Supervised Features Improve Open-World Learning Feb 15, 2021 Incremental Learning Out-of-Distribution Detection
Code Code Available Unsupervised Cross-dataset Person Re-identification by Transfer Learning of Spatial-Temporal Patterns Mar 20, 2018 Incremental Learning Learning-To-Rank
Code Code Available Interactive incremental learning of generalizable skills with local trajectory modulation Sep 9, 2024 Continual Learning Imitation Learning
Code Code Available Centroids Matching: an efficient Continual Learning approach operating in the embedding space Aug 3, 2022 Continual Learning Incremental Learning
Code Code Available Triple Memory Networks: a Brain-Inspired Method for Continual Learning Mar 6, 2020 Attribute class-incremental learning
Code Code Available Instance Weighted Incremental Evolution Strategies for Reinforcement Learning in Dynamic Environments Oct 9, 2020 Incremental Learning Q-Learning
Code Code Available Large Scale Incremental Learning May 30, 2019 class-incremental learning Class Incremental Learning
Code Code Available CCSI: Continual Class-Specific Impression for Data-free Class Incremental Learning Jun 9, 2024 class-incremental learning Class Incremental Learning
Code Code Available Covariance-based Space Regularization for Few-shot Class Incremental Learning Nov 2, 2024 class-incremental learning Class Incremental Learning
Code Code Available iNeMo: Incremental Neural Mesh Models for Robust Class-Incremental Learning Jul 12, 2024 class-incremental learning Class Incremental Learning
Code Code Available Preliminary Study on Incremental Learning for Large Language Model-based Recommender Systems Dec 25, 2023 Attribute Incremental Learning
Code Code Available Cost-Effective Active Learning for Deep Image Classification Jan 13, 2017 Active Learning Classification
Code Code Available Preserving Locality in Vision Transformers for Class Incremental Learning Apr 14, 2023 class-incremental learning Class Incremental Learning
Code Code Available A Simple yet Brisk and Efficient Active Learning Platform for Text Classification Jan 31, 2021 Active Learning BIG-bench Machine Learning
Code Code Available Learning Adaptive Embedding Considering Incremental Class Aug 31, 2020 class-incremental learning Class Incremental Learning
Code Code Available IncSAR: A Dual Fusion Incremental Learning Framework for SAR Target Recognition Oct 8, 2024 Denoising Incremental Learning
Code Code Available Learning a Unified Classifier Incrementally via Rebalancing Jun 1, 2019 Class Incremental Learning Incremental Learning
Code Code Available COOLer: Class-Incremental Learning for Appearance-Based Multiple Object Tracking Oct 4, 2023 class-incremental learning Class Incremental Learning
Code Code Available CBCL-PR: A Cognitively Inspired Model for Class-Incremental Learning in Robotics Jul 31, 2023 AI Agent class-incremental learning
Code Code Available Learning from the Web: Language Drives Weakly-Supervised Incremental Learning for Semantic Segmentation Jul 18, 2024 Incremental Learning Semantic Segmentation
Code Code Available Continual Prune-and-Select: Class-incremental learning with specialized subnetworks Aug 9, 2022 class-incremental learning Class Incremental Learning
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