Elastic Feature Consolidation for Cold Start Exemplar-Free Incremental Learning Feb 6, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Multimodal Parameter-Efficient Few-Shot Class Incremental Learning Mar 8, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Lambda Learner: Fast Incremental Learning on Data Streams Oct 11, 2020 BIG-bench Machine Learning Incremental Learning
Code Code Available 5 Large Scale Font Independent Urdu Text Recognition System May 14, 2020 Incremental Learning Optical Character Recognition (OCR)
Code Code Available 5 Continual All-in-One Adverse Weather Removal with Knowledge Replay on a Unified Network Structure Mar 12, 2024 All Continual Learning
Code Code Available 5 Continual Attentive Fusion for Incremental Learning in Semantic Segmentation Feb 1, 2022 Incremental Learning Semantic Segmentation
Code Code Available 5 A preliminary study on continual learning in computer vision using Kolmogorov-Arnold Networks Sep 20, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Co-Transport for Class-Incremental Learning Jul 27, 2021 class-incremental learning Class Incremental Learning
Code Code Available 5 Class-incremental Novel Class Discovery Jul 18, 2022 Incremental Learning Knowledge Distillation
Code Code Available 5 Continual evaluation for lifelong learning: Identifying the stability gap May 26, 2022 Continual Learning Incremental Learning
Code Code Available 5 Continual Learning: Forget-free Winning Subnetworks for Video Representations Dec 19, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Continual Learning Based on OOD Detection and Task Masking Mar 17, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 Continual learning of longitudinal health records Dec 22, 2021 Continual Learning Incremental Learning
Code Code Available 5 Continual Learning Using a Kernel-Based Method Over Foundation Models Dec 20, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks Jul 10, 2018 class-incremental learning Class Incremental Learning
Code Code Available 5 CLIP model is an Efficient Continual Learner Oct 6, 2022 Continual Learning Incremental Learning
Code Code Available 5 Learning Invariant Representation for Continual Learning Jan 15, 2021 class-incremental learning Class Incremental Learning
Code Code Available 5 CL-LoRA: Continual Low-Rank Adaptation for Rehearsal-Free Class-Incremental Learning May 30, 2025 class-incremental learning Class Incremental Learning
Code Code Available 5 Continuous Knowledge-Preserving Decomposition for Few-Shot Continual Learning Jan 9, 2025 class-incremental learning Class Incremental Learning
Code Code Available 5 CLOSER: Towards Better Representation Learning for Few-Shot Class-Incremental Learning Oct 8, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Prototype-based Incremental Few-Shot Semantic Segmentation Nov 30, 2020 Few-Shot Semantic Segmentation Incremental Learning
Code Code Available 5 Deep Policy Gradient Methods Without Batch Updates, Target Networks, or Replay Buffers Nov 22, 2024 Avg Deep Reinforcement Learning
Code Code Available 5 LipLearner: Customizable Silent Speech Interactions on Mobile Devices Feb 12, 2023 Contrastive Learning Incremental Learning
Code Code Available 5 Model LEGO: Creating Models Like Disassembling and Assembling Building Blocks Mar 25, 2022 Incremental Learning Knowledge Distillation
Code Code Available 5 Data-Free Class-Incremental Hand Gesture Recognition Jan 1, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Maintaining Discrimination and Fairness in Class Incremental Learning Nov 16, 2019 class-incremental learning Class Incremental Learning
Code Code Available 5 Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning Jul 8, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 CoLeCLIP: Open-Domain Continual Learning via Joint Task Prompt and Vocabulary Learning Mar 15, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Learning to Segment the Tail Apr 2, 2020 Few-Shot Learning Incremental Learning
Code Code Available 5 Multi-Domain Incremental Learning for Semantic Segmentation Oct 23, 2021 Incremental Learning Scene Segmentation
Code Code Available 5 Compacting, Picking and Growing for Unforgetting Continual Learning Oct 15, 2019 Age And Gender Classification Continual Learning
Code Code Available 5 A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and Application Oct 22, 2023 Continual Learning Continual Semantic Segmentation
Code Code Available 5 Componential Prompt-Knowledge Alignment for Domain Incremental Learning May 7, 2025 Incremental Learning Transfer Learning
Code Code Available 5 On the Limitations of Continual Learning for Malware Classification Aug 13, 2022 Continual Learning General Classification
Code Code Available 5 Modeling Missing Annotations for Incremental Learning in Object Detection Apr 19, 2022 Incremental Learning Instance Segmentation
Code Code Available 5 Relation-Guided Adversarial Learning for Data-free Knowledge Transfer Dec 16, 2024 Data-free Knowledge Distillation Data Free Quantization
Code Code Available 5 Class-incremental Learning with Rectified Feature-Graph Preservation Dec 15, 2020 class-incremental learning Class Incremental Learning
Code Code Available 5 Class-incremental Learning with Pre-allocated Fixed Classifiers Oct 16, 2020 class-incremental learning Class Incremental Learning
Code Code Available 5 Class Incremental Learning with Multi-Teacher Distillation Jan 1, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 A Practical Incremental Learning Framework For Sparse Entity Extraction Jun 26, 2018 Active Learning Entity Extraction using GAN
Code Code Available 5 Large Scale Incremental Learning May 30, 2019 class-incremental learning Class Incremental Learning
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 Activating Sparse Part Concepts for 3D Class Incremental Learning Jan 1, 2025 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 Class-Incremental Learning via Knowledge Amalgamation Sep 5, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 Class-incremental Learning via Deep Model Consolidation Mar 19, 2019 class-incremental learning 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 IPSeg: Image Posterior Mitigates Semantic Drift in Class-Incremental Segmentation Feb 7, 2025 class-incremental learning Class 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 Instance Weighted Incremental Evolution Strategies for Reinforcement Learning in Dynamic Environments Oct 9, 2020 Incremental Learning Q-Learning
Code Code Available 5 