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 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 A Life-long Learning Intrusion Detection System for 6G-Enabled IoV Jul 22, 2024 class-incremental learning Class Incremental Learning
— Unverified CLIP with Generative Latent Replay: a Strong Baseline for Incremental Learning Jul 22, 2024 Class Incremental Learning Continual Learning
— Unverified PASS++: A Dual Bias Reduction Framework for Non-Exemplar Class-Incremental Learning Jul 19, 2024 class-incremental learning Class Incremental Learning
— Unverified Continual Learning for Remote Physiological Measurement: Minimize Forgetting and Simplify Inference Jul 19, 2024 class-incremental learning Class Incremental Learning
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 Addressing Imbalance for Class Incremental Learning in Medical Image Classification Jul 18, 2024 class-incremental learning Class Incremental Learning
— Unverified 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 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 Personalized Federated Domain-Incremental Learning based on Adaptive Knowledge Matching Jul 6, 2024 Incremental Learning
— Unverified PECTP: Parameter-Efficient Cross-Task Prompts for Incremental Vision Transformer Jul 4, 2024 Incremental Learning
Code Code Available 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 Attack On Prompt: Backdoor Attack in Prompt-Based Continual Learning Jun 28, 2024 Backdoor Attack Continual Learning
— Unverified Comprehensive Generative Replay for Task-Incremental Segmentation with Concurrent Appearance and Semantic Forgetting Jun 28, 2024 Denoising Incremental Learning
Code Code Available The impact of model size on catastrophic forgetting in Online Continual Learning Jun 28, 2024 class-incremental learning Class Incremental Learning
— Unverified Forget but Recall: Incremental Latent Rectification in Continual Learning Jun 25, 2024 Continual Learning Incremental Learning
— Unverified The Championship-Winning Solution for the 5th CLVISION Challenge 2024 Jun 24, 2024 Classification class-incremental learning
— Unverified EVCL: Elastic Variational Continual Learning with Weight Consolidation Jun 23, 2024 Continual Learning Incremental Learning
Code Code Available RankAdaptor: Hierarchical Rank Allocation for Efficient Fine-Tuning Pruned LLMs via Performance Model Jun 22, 2024 Incremental Learning Meta-Learning
— Unverified Online Domain-Incremental Learning Approach to Classify Acoustic Scenes in All Locations Jun 19, 2024 Acoustic Scene Classification All
— Unverified PromptDSI: Prompt-based Rehearsal-free Instance-wise Incremental Learning for Document Retrieval Jun 18, 2024 Continual Learning Incremental Learning
— Unverified Recent Advances in Federated Learning Driven Large Language Models: A Survey on Architecture, Performance, and Security Jun 14, 2024 Ethics Federated Learning
— Unverified Center-Sensitive Kernel Optimization for Efficient On-Device Incremental Learning Jun 13, 2024 Incremental Learning
— Unverified Self-Attention-Based Contextual Modulation Improves Neural System Identification Jun 12, 2024 Incremental Learning
— Unverified Holistic Memory Diversification for Incremental Learning in Growing Graphs Jun 11, 2024 Incremental Learning Node Classification
— Unverified CCSI: Continual Class-Specific Impression for Data-free Class Incremental Learning Jun 9, 2024 class-incremental learning Class Incremental Learning
Code Code Available The Expanding Scope of the Stability Gap: Unveiling its Presence in Joint Incremental Learning of Homogeneous Tasks Jun 7, 2024 Continual Learning Incremental Learning
— Unverified 