Incremental Open-set Domain Adaptation Aug 31, 2024 Domain Adaptation image-classification
— Unverified An Enhanced Batch Query Architecture in Real-time Recommendation Aug 31, 2024 Incremental Learning Recommendation Systems
Code Code Available Prior-free Balanced Replay: Uncertainty-guided Reservoir Sampling for Long-Tailed Continual Learning Aug 27, 2024 class-incremental learning Class Incremental Learning
— Unverified Rebalancing Multi-Label Class-Incremental Learning Aug 22, 2024 class-incremental learning Class Incremental Learning
— Unverified Data-Free Class Incremental Gesture Recognition via Synthetic Feature Sampling Aug 21, 2024 class-incremental learning Class Incremental Learning
— Unverified ETGuard: Malicious Encrypted Traffic Detection in Blockchain-based Power Grid Systems Aug 20, 2024 Incremental Learning
Code Code Available AIR: Analytic Imbalance Rectifier for Continual Learning Aug 19, 2024 class-incremental learning Class Incremental Learning
Code Code Available Exploiting Fine-Grained Prototype Distribution for Boosting Unsupervised Class Incremental Learning Aug 19, 2024 class-incremental learning Class Incremental Learning
— Unverified TACOS: Task Agnostic Continual Learning in Spiking Neural Networks Aug 16, 2024 Continual Learning Incremental Learning
— Unverified Assessing Generalization Capabilities of Malaria Diagnostic Models from Thin Blood Smears Aug 16, 2024 Diagnostic Incremental Learning
— Unverified An Efficient Replay for Class-Incremental Learning with Pre-trained Models Aug 15, 2024 class-incremental learning Class Incremental Learning
— Unverified Towards Effective Authorship Attribution: Integrating Class-Incremental Learning Aug 12, 2024 Authorship Attribution class-incremental learning
Code Code Available AggSS: An Aggregated Self-Supervised Approach for Class-Incremental Learning Aug 8, 2024 class-incremental learning Class Incremental Learning
— Unverified Diffusion Model Meets Non-Exemplar Class-Incremental Learning and Beyond Aug 6, 2024 class-incremental learning Class Incremental Learning
— Unverified SR-CIS: Self-Reflective Incremental System with Decoupled Memory and Reasoning Aug 4, 2024 Anomaly Detection Incremental Learning
— Unverified Balanced Residual Distillation Learning for 3D Point Cloud Class-Incremental Semantic Segmentation Aug 2, 2024 class-incremental learning Class Incremental Learning
— Unverified Multi-Site Class-Incremental Learning with Weighted Experts in Echocardiography Jul 31, 2024 class-incremental learning Class Incremental Learning
Code Code Available PIP: Prototypes-Injected Prompt for Federated Class Incremental Learning Jul 30, 2024 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 Towards Robust Few-shot Class Incremental Learning in Audio Classification using Contrastive Representation Jul 27, 2024 Audio Classification class-incremental learning
— Unverified Constructing Enhanced Mutual Information for Online Class-Incremental Learning Jul 26, 2024 class-incremental learning Class Incremental Learning
— Unverified Taxonomy-Aware Continual Semantic Segmentation in Hyperbolic Spaces for Open-World Perception Jul 25, 2024 Autonomous Driving Class-Incremental Semantic Segmentation
— Unverified CP-Prompt: Composition-Based Cross-modal Prompting for Domain-Incremental Continual Learning Jul 22, 2024 Continual Learning Incremental Learning
Code Code Available Learning at a Glance: Towards Interpretable Data-limited Continual Semantic Segmentation via Semantic-Invariance Modelling Jul 22, 2024 Continual Semantic Segmentation Contrastive Learning
Code Code Available CLIP with Generative Latent Replay: a Strong Baseline for Incremental Learning Jul 22, 2024 Class Incremental Learning Continual Learning
Code Code Available A Life-long Learning Intrusion Detection System for 6G-Enabled IoV Jul 22, 2024 class-incremental learning Class Incremental Learning
— Unverified Class-Incremental Learning with CLIP: Adaptive Representation Adjustment and Parameter Fusion Jul 19, 2024 class-incremental learning Class Incremental Learning
Code Code Available Continual Learning for Remote Physiological Measurement: Minimize Forgetting and Simplify Inference Jul 19, 2024 class-incremental learning Class Incremental Learning
Code Code Available PASS++: A Dual Bias Reduction Framework for Non-Exemplar Class-Incremental Learning Jul 19, 2024 class-incremental learning Class Incremental Learning
— Unverified Addressing Imbalance for Class Incremental Learning in Medical Image Classification Jul 18, 2024 class-incremental learning Class Incremental Learning
— Unverified WiNet: Wavelet-based Incremental Learning for Efficient Medical Image Registration Jul 18, 2024 GPU Image Registration
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 CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning Jul 16, 2024 class-incremental learning Class Incremental Learning
Code Code Available Beyond Prompt Learning: Continual Adapter for Efficient Rehearsal-Free Continual Learning Jul 14, 2024 Continual Learning Incremental Learning
— Unverified Overcoming Catastrophic Forgetting in Federated Class-Incremental Learning via Federated Global Twin Generator Jul 13, 2024 class-incremental learning Class Incremental Learning
— Unverified Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation Jul 13, 2024 Class-Incremental Semantic Segmentation Exemplar-Free
— Unverified iNeMo: Incremental Neural Mesh Models for Robust Class-Incremental Learning Jul 12, 2024 class-incremental learning Class Incremental Learning
Code Code Available Exemplar-free Continual Representation Learning via Learnable Drift Compensation Jul 11, 2024 class-incremental learning Class Incremental Learning
Code Code Available CLEO: Continual Learning of Evolving Ontologies Jul 11, 2024 Autonomous Driving Continual Learning
— Unverified TACLE: Task and Class-aware Exemplar-free Semi-supervised Class Incremental Learning Jul 10, 2024 class-incremental learning Class Incremental Learning
Code Code Available Rethinking Few-shot Class-incremental Learning: Learning from Yourself Jul 10, 2024 class-incremental learning Class Incremental Learning
Code Code Available 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 MagMax: Leveraging Model Merging for Seamless Continual Learning Jul 8, 2024 Continual Learning Incremental Learning
Code Code Available OpenCIL: Benchmarking Out-of-Distribution Detection in Class-Incremental Learning Jul 8, 2024 Benchmarking class-incremental learning
Code Code Available Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models Jul 7, 2024 class-incremental learning Class Incremental Learning
Code Code Available Personalized Federated Domain-Incremental Learning based on Adaptive Knowledge Matching Jul 6, 2024 Incremental Learning
— Unverified Where's That Voice Coming? Continual Learning for Sound Source Localization Jul 4, 2024 Continual Learning Exemplar-Free
— Unverified UCIL: An Unsupervised Class Incremental Learning Approach for Sound Event Detection Jul 4, 2024 class-incremental learning Class Incremental Learning
— Unverified PECTP: Parameter-Efficient Cross-Task Prompts for Incremental Vision Transformer Jul 4, 2024 Incremental Learning
Code Code Available TEAL: New Selection Strategy for Small Buffers in Experience Replay Class Incremental Learning Jun 30, 2024 class-incremental learning Class Incremental Learning
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