A Strategy for an Uncompromising Incremental Learner May 2, 2017 class-incremental learning Class Incremental Learning
Code Code Available 5 H2ST: Hierarchical Two-Sample Tests for Continual Out-of-Distribution Detection Jan 1, 2025 Continual Learning Incremental Learning
Code Code Available 5 Assessor-Guided Learning for Continual Environments Mar 21, 2023 Continual Learning Incremental Learning
Code Code Available 5 GraphSAIL: Graph Structure Aware Incremental Learning for Recommender Systems Aug 25, 2020 Incremental Learning Recommendation Systems
Code Code Available 5 An Investigation of the Combination of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding Nov 15, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 Exploring the Open World Using Incremental Extreme Value Machines May 30, 2022 Class Incremental Learning Computational Efficiency
Code Code Available 5 Growing a Brain with Sparsity-Inducing Generation for Continual Learning Jan 1, 2023 Action Recognition Continual Learning
Code Code Available 5 IAP: Improving Continual Learning of Vision-Language Models via Instance-Aware Prompting Mar 26, 2025 class-incremental learning Class Incremental Learning
Code Code Available 5 Incremental Embedding Learning via Zero-Shot Translation Dec 31, 2020 Face Recognition Image Retrieval
Code Code Available 5 Go ahead and do not forget: Modular lifelong learning from event-based data Aug 21, 2022 Incremental Learning Lifelong learning
Code Code Available 5 A Federated Random Forest Solution for Secure Distributed Machine Learning May 12, 2025 Federated Learning Incremental Learning
Code Code Available 5 GOTHAM: Graph Class Incremental Learning Framework under Weak Supervision Apr 7, 2025 Attribute class-incremental learning
Code Code Available 5 A Simple yet Brisk and Efficient Active Learning Platform for Text Classification Jan 31, 2021 Active Learning BIG-bench Machine Learning
Code Code Available 5 CLIMB-3D: Continual Learning for Imbalanced 3D Instance Segmentation Feb 24, 2025 3D Instance Segmentation Continual Learning
Code Code Available 5 Category Adaptation Meets Projected Distillation in Generalized Continual Category Discovery Aug 23, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 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 5 Generalized Knowledge Distillation via Relationship Matching May 4, 2022 Few-Shot Learning Incremental Learning
Code Code Available 5 Gradient Episodic Memory for Continual Learning Jun 26, 2017 Continual Learning Incremental Learning
Code Code Available 5 Feature Staleness Aware Incremental Learning for CTR Prediction Apr 29, 2025 Click-Through Rate Prediction Incremental Learning
Code Code Available 5 Feature Expansion and enhanced Compression for Class Incremental Learning May 13, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 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 5 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 5 Fast Incremental SVDD Learning Algorithm with the Gaussian Kernel Sep 1, 2017 Incremental Learning Outlier Detection
Code Code Available 5 Few-shot Tuning of Foundation Models for Class-incremental Learning May 26, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Fine-Grained Knowledge Selection and Restoration for Non-Exemplar Class Incremental Learning Dec 20, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Few-Shot Class-Incremental Learning with Prior Knowledge Feb 2, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 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 5 Class-Incremental Learning with Repetition Jan 26, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Few-Shot Class Incremental Learning via Robust Transformer Approach May 8, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Few-Shot Class-Incremental Learning via Entropy-Regularized Data-Free Replay Jul 22, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 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 5 UNIKD: UNcertainty-filtered Incremental Knowledge Distillation for Neural Implicit Representation Dec 21, 2022 3D Reconstruction Incremental Learning
Code Code Available 5 OVOR: OnePrompt with Virtual Outlier Regularization for Rehearsal-Free Class-Incremental Learning Feb 6, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Face to Cartoon Incremental Super-Resolution using Knowledge Distillation Jan 27, 2024 Hallucination Incremental Learning
— Unverified 0 Class Incremental Learning with Pre-trained Vision-Language Models Oct 31, 2023 class-incremental learning Class Incremental Learning
— Unverified 0 A Practical Incremental Method to Train Deep CTR Models Sep 4, 2020 Incremental Learning Recommendation Systems
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— Unverified 0 Adversarial Targeted Forgetting in Regularization and Generative Based Continual Learning Models Feb 16, 2021 Backdoor Attack class-incremental learning
— Unverified 0 Exploiting Symmetric Temporally Sparse BPTT for Efficient RNN Training Dec 14, 2023 Incremental Learning
— Unverified 0 Exploiting Fine-Grained Prototype Distribution for Boosting Unsupervised Class Incremental Learning Aug 19, 2024 class-incremental learning Class Incremental Learning
— Unverified 0 Explain What You See: Open-Ended Segmentation and Recognition of Occluded 3D Objects Jan 17, 2023 Incremental Learning Object
— Unverified 0 Applying Incremental Learning in Binary-Addition-Tree Algorithm for Dynamic Binary-State Network Reliability Sep 24, 2024 Computational Efficiency Incremental Learning
— Unverified 0 Expanding Object Detector's Horizon: Incremental Learning Framework for Object Detection in Videos Jun 1, 2015 Domain Adaptation Incremental Learning
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— Unverified 0 Adversarial Learning Networks: Source-free Unsupervised Domain Incremental Learning Jan 28, 2023 Continual Learning Disease Prediction
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— Unverified 0 Exemplar-condensed Federated Class-incremental Learning Dec 25, 2024 class-incremental learning Class Incremental Learning
— Unverified 0 Exemplar-Based Contrastive Self-Supervised Learning with Few-Shot Class Incremental Learning Feb 5, 2022 class-incremental learning Class Incremental Learning
— Unverified 0 Example Mining for Incremental Learning in Medical Imaging Jul 24, 2018 Incremental Learning
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