Backdoor Learning Curves: Explaining Backdoor Poisoning Beyond Influence Functions Jun 14, 2021 BIG-bench Machine Learning Incremental Learning
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 UNIKD: UNcertainty-filtered Incremental Knowledge Distillation for Neural Implicit Representation Dec 21, 2022 3D Reconstruction Incremental Learning
Code Code Available 5 Incremental Learning in Person Re-Identification Aug 20, 2018 Incremental Learning Person Re-Identification
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 Continual Learning for Remote Physiological Measurement: Minimize Forgetting and Simplify Inference Jul 19, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Class-Incremental Learning based on Label Generation Jun 22, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 ICICLE: Interpretable Class Incremental Continual Learning Mar 14, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Improving Forward Compatibility in Class Incremental Learning by Increasing Representation Rank and Feature Richness Mar 22, 2024 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 Robust Lagrangian and Adversarial Policy Gradient for Robust Constrained Markov Decision Processes Aug 22, 2023 Incremental Learning
Code Code Available 5 Task-Adaptive Saliency Guidance for Exemplar-free Class Incremental Learning Dec 16, 2022 class-incremental learning Class Incremental 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 A continual learning survey: Defying forgetting in classification tasks Sep 18, 2019 Classification Continual Learning
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 H2ST: Hierarchical Two-Sample Tests for Continual Out-of-Distribution Detection Jan 1, 2025 Continual Learning Incremental Learning
Code Code Available 5 Continual Deep Active Learning for Medical Imaging: Replay-Base Architecture for Context Adaptation Jan 14, 2025 Active Learning class-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 Growing a Brain with Sparsity-Inducing Generation for Continual Learning Jan 1, 2023 Action Recognition Continual Learning
Code Code Available 5 Enhancing Deployment-Time Predictive Model Robustness for Code Analysis and Optimization Dec 31, 2024 CPU Incremental Learning
Code Code Available 5 AU-NN: ANFIS Unit Neural Network Apr 21, 2022 Classification Incremental Learning
Code Code Available 5 Gradient Episodic Memory for Continual Learning Jun 26, 2017 Continual Learning Incremental Learning
Code Code Available 5 Constructing Sample-to-Class Graph for Few-Shot Class-Incremental Learning Oct 31, 2023 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 ConSense: Continually Sensing Human Activity with WiFi via Growing and Picking Feb 18, 2025 Activity Recognition class-incremental 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 Go ahead and do not forget: Modular lifelong learning from event-based data Aug 21, 2022 Incremental Learning Lifelong 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 Privacy-Aware Lifelong Learning May 16, 2025 image-classification Image Classification
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 Sketch Input Method Editor: A Comprehensive Dataset and Methodology for Systematic Input Recognition Nov 30, 2023 class-incremental learning Class 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 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 GOTHAM: Graph Class Incremental Learning Framework under Weak Supervision Apr 7, 2025 Attribute 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 Comprehensive Generative Replay for Task-Incremental Segmentation with Concurrent Appearance and Semantic Forgetting Jun 28, 2024 Denoising 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 Compositional Few-Shot Class-Incremental Learning May 27, 2024 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 12 mJ per Class On-Device Online Few-Shot Class-Incremental Learning Mar 12, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 A Survey of Incremental Transfer Learning: Combining Peer-to-Peer Federated Learning and Domain Incremental Learning for Multicenter Collaboration Sep 29, 2023 Continual Learning Federated Learning
Code Code Available 5 Exemplar-free Class Incremental Learning via Discriminative and Comparable One-class Classifiers Jan 5, 2022 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 Few-shot Tuning of Foundation Models for Class-incremental Learning May 26, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Active Class Selection for Few-Shot Class-Incremental Learning Jul 5, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 A streamlined Approach to Multimodal Few-Shot Class Incremental Learning for Fine-Grained Datasets Mar 10, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Coarse-To-Fine Incremental Few-Shot Learning Nov 24, 2021 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 CMIP-CIL: A Cross-Modal Benchmark for Image-Point Class Incremental Learning Apr 11, 2025 class-incremental learning Class Incremental Learning
Code Code Available 5 A Strategy for an Uncompromising Incremental Learner May 2, 2017 class-incremental learning Class Incremental Learning
Code Code Available 5 