An EM Framework for Online Incremental Learning of Semantic Segmentation Aug 8, 2021 Incremental Learning Missing Labels
Code Code Available Teamwork Is Not Always Good: An Empirical Study of Classifier Drift in Class-incremental Information Extraction May 26, 2023 class-incremental learning Class Incremental Learning
Code Code Available ConSense: Continually Sensing Human Activity with WiFi via Growing and Picking Feb 18, 2025 Activity Recognition class-incremental learning
Code Code Available Hypergraph Tversky-Aware Domain Incremental Learning for Brain Tumor Segmentation with Missing Modalities May 22, 2025 Brain Tumor Segmentation Incremental Learning
Code Code Available Random Path Selection for Continual Learning Dec 1, 2019 Continual Learning Incremental Learning
Code Code Available H2ST: Hierarchical Two-Sample Tests for Continual Out-of-Distribution Detection Jan 1, 2025 Continual Learning Incremental Learning
Code Code Available An Adaptive Random Path Selection Approach for Incremental Learning Jun 3, 2019 Incremental Learning Knowledge Distillation
Code Code Available Growing a Brain with Sparsity-Inducing Generation for Continual Learning Jan 1, 2023 Action Recognition Continual Learning
Code Code Available GraphSAIL: Graph Structure Aware Incremental Learning for Recommender Systems Aug 25, 2020 Incremental Learning Recommendation Systems
Code Code Available Gradient Episodic Memory for Continual Learning Jun 26, 2017 Continual Learning Incremental Learning
Code Code Available Technical Report for the 5th CLVision Challenge at CVPR: Addressing the Class-Incremental with Repetition using Unlabeled Data -- 4th Place Solution Mar 19, 2025 class-incremental learning Class Incremental Learning
Code Code Available GOTHAM: Graph Class Incremental Learning Framework under Weak Supervision Apr 7, 2025 Attribute class-incremental learning
Code Code Available Comprehensive Generative Replay for Task-Incremental Segmentation with Concurrent Appearance and Semantic Forgetting Jun 28, 2024 Denoising Incremental Learning
Code Code Available MBT: A Memory-Based Part of Speech Tagger-Generator Jul 11, 1996 Incremental Learning Morphological Analysis
Code Code Available Read Between the Layers: Leveraging Multi-Layer Representations for Rehearsal-Free Continual Learning with Pre-Trained Models Dec 13, 2023 class-incremental learning Class Incremental Learning
Code Code Available Activating Sparse Part Concepts for 3D Class Incremental Learning Jan 1, 2025 class-incremental learning Class Incremental Learning
Code Code Available Buffer-based Gradient Projection for Continual Federated Learning Sep 3, 2024 Federated 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 Towards Realistic Incremental Scenario in Class Incremental Semantic Segmentation May 16, 2024 Class-Incremental Semantic Segmentation Incremental Learning
Code Code Available Compositional Few-Shot Class-Incremental Learning May 27, 2024 class-incremental learning Class Incremental Learning
Code Code Available Soft-TransFormers for Continual Learning Nov 25, 2024 class-incremental learning Class Incremental Learning
Code Code Available Recall-Oriented Continual Learning with Generative Adversarial Meta-Model Mar 5, 2024 Continual Learning Incremental Learning
Code Code Available RECAST: Reparameterized, Compact weight Adaptation for Sequential Tasks Nov 25, 2024 Incremental Learning
Code Code Available Memory-Free Generative Replay For Class-Incremental Learning Sep 1, 2021 class-incremental learning Class Incremental Learning
Code Code Available Go ahead and do not forget: Modular lifelong learning from event-based data Aug 21, 2022 Incremental Learning Lifelong learning
Code Code Available Generalized Knowledge Distillation via Relationship Matching May 4, 2022 Few-Shot Learning Incremental Learning
Code Code Available An Efficient Memory Module for Graph Few-Shot Class-Incremental Learning Nov 11, 2024 class-incremental learning Class Incremental Learning
Code Code Available Category Adaptation Meets Projected Distillation in Generalized Continual Category Discovery Aug 23, 2023 class-incremental learning Class Incremental Learning
Code Code Available FTF-ER: Feature-Topology Fusion-Based Experience Replay Method for Continual Graph Learning Jul 28, 2024 class-incremental learning Class Incremental Learning
Code Code Available MIND: Multi-Task Incremental Network Distillation Dec 5, 2023 class-incremental learning Class Incremental Learning
Code Code Available Foundation Model-Powered 3D Few-Shot Class Incremental Learning via Training-free Adaptor Oct 11, 2024 class-incremental learning Class Incremental Learning
Code Code Available Minimax Forward and Backward Learning of Evolving Tasks with Performance Guarantees Oct 24, 2023 Continual Learning Incremental Learning
Code Code Available SpaceNet: Make Free Space For Continual Learning Jul 15, 2020 class-incremental learning Class Incremental Learning
Code Code Available Mitigating Interference in the Knowledge Continuum through Attention-Guided Incremental Learning May 22, 2024 class-incremental learning Class Incremental Learning
Code Code Available Reconciling λ-Returns with Experience Replay Dec 1, 2019 Atari Games Deep Reinforcement Learning
Code Code Available Forgetting to Remember: A Scalable Incremental Learning Framework for Cross-Task Blind Image Quality Assessment Sep 15, 2022 Image Quality Assessment Incremental Learning
Code Code Available 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 12 mJ per Class On-Device Online Few-Shot Class-Incremental Learning Mar 12, 2024 class-incremental learning Class Incremental Learning
Code Code Available 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 FOCIL: Finetune-and-Freeze for Online Class Incremental Learning by Training Randomly Pruned Sparse Experts Mar 13, 2024 class-incremental learning Class Incremental Learning
Code Code Available Specializing Versatile Skill Libraries using Local Mixture of Experts Dec 8, 2021 Incremental Learning Mixture-of-Experts
Code Code Available Fine-Grained Knowledge Selection and Restoration for Non-Exemplar Class Incremental Learning Dec 20, 2023 class-incremental learning Class Incremental Learning
Code Code Available Coarse-To-Fine Incremental Few-Shot Learning Nov 24, 2021 class-incremental learning Class Incremental Learning
Code Code Available Visual Self-paced Iterative Learning for Unsupervised Temporal Action Localization Dec 12, 2023 Action Localization Clustering
Code Code Available Few-shot Tuning of Foundation Models for Class-incremental Learning May 26, 2024 class-incremental learning Class Incremental Learning
Code Code Available A Forward and Backward Compatible Framework for Few-shot Class-incremental Pill Recognition Apr 24, 2023 class-incremental learning Class Incremental Learning
Code Code Available Cognitively-Inspired Model for Incremental Learning Using a Few Examples Feb 27, 2020 class-incremental learning Class Incremental Learning
Code Code Available Few-Shot Class-Incremental Learning with Prior Knowledge Feb 2, 2024 class-incremental learning Class Incremental Learning
Code Code Available Boosting Domain Incremental Learning: Selecting the Optimal Parameters is All You Need May 29, 2025 All image-classification
Code Code Available Few-Shot Class Incremental Learning via Robust Transformer Approach May 8, 2024 class-incremental learning Class Incremental Learning
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