The impact of model size on catastrophic forgetting in Online Continual Learning Jun 28, 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 Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models Jun 27, 2024 Continual Learning Incremental Learning
Code Code Available 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 Gradual Divergence for Seamless Adaptation: A Novel Domain Incremental Learning Method Jun 23, 2024 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 Towards Lifelong Learning of Large Language Models: A Survey Jun 10, 2024 Continual Pretraining Incremental Learning
Code Code Available CCSI: Continual Class-Specific Impression for Data-free Class Incremental Learning Jun 9, 2024 class-incremental learning Class Incremental Learning
Code Code Available Data-Free Generative Replay for Class-Incremental Learning on Imbalanced Data Jun 7, 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 Decision Boundary-aware Knowledge Consolidation Generates Better Instance-Incremental Learner Jun 5, 2024 class-incremental learning Class Incremental Learning
— Unverified Federated Class-Incremental Learning with Hierarchical Generative Prototypes Jun 4, 2024 class-incremental learning Class Incremental Learning
— Unverified Harnessing Neural Unit Dynamics for Effective and Scalable Class-Incremental Learning Jun 4, 2024 class-incremental learning Class Incremental Learning
— Unverified iKAN: Global Incremental Learning with KAN for Human Activity Recognition Across Heterogeneous Datasets Jun 3, 2024 Activity Recognition Continual Learning
— Unverified Multi-label Class Incremental Emotion Decoding with Augmented Emotional Semantics Learning May 31, 2024 class-incremental learning Class Incremental Learning
— Unverified Federated Continual Learning Goes Online: Uncertainty-Aware Memory Management for Vision Tasks and Beyond May 29, 2024 class-incremental learning Class Incremental Learning
— Unverified Recent Advances of Foundation Language Models-based Continual Learning: A Survey May 28, 2024 class-incremental learning Class Incremental Learning
— Unverified Compositional Few-Shot Class-Incremental Learning May 27, 2024 class-incremental learning Class Incremental Learning
Code Code Available On Sequential Loss Approximation for Continual Learning May 26, 2024 class-incremental learning Class Incremental Learning
Code Code Available Protect-Your-IP: Scalable Source-Tracing and Attribution against Personalized Generation May 26, 2024 Attribute Incremental Learning
— Unverified Few-shot Tuning of Foundation Models for Class-incremental Learning May 26, 2024 class-incremental learning Class Incremental Learning
Code Code Available A Classifier-Free Incremental Learning Framework for Scalable Medical Image Segmentation May 25, 2024 Contrastive Learning Image Segmentation
— Unverified A Second-Order Perspective on Model Compositionality and Incremental Learning May 25, 2024 Incremental Learning
Code Code Available Rethinking Class-Incremental Learning from a Dynamic Imbalanced Learning Perspective May 24, 2024 class-incremental learning Class Incremental Learning
Code Code Available Less is more: Summarizing Patch Tokens for efficient Multi-Label Class-Incremental Learning May 24, 2024 class-incremental learning Class Incremental Learning
Code Code Available Adaptive Retention & Correction: Test-Time Training for Continual Learning May 23, 2024 ARC Continual Learning
— Unverified Data-Free Federated Class Incremental Learning with Diffusion-Based Generative Memory May 22, 2024 class-incremental learning Class Incremental Learning
— Unverified Rehearsal-free Federated Domain-incremental Learning May 22, 2024 Contrastive Learning Federated Learning
— Unverified Mitigating Interference in the Knowledge Continuum through Attention-Guided Incremental Learning May 22, 2024 class-incremental learning Class Incremental Learning
Code Code Available FeTT: Continual Class Incremental Learning via Feature Transformation Tuning May 20, 2024 class-incremental learning Class Incremental Learning
— Unverified Learning More Generalized Experts by Merging Experts in Mixture-of-Experts May 19, 2024 Incremental Learning Mixture-of-Experts
— Unverified InfRS: Incremental Few-Shot Object Detection in Remote Sensing Images May 18, 2024 Few-Shot Object Detection Incremental Learning
Code Code Available Bayesian Learning-driven Prototypical Contrastive Loss for Class-Incremental Learning May 17, 2024 class-incremental learning Class Incremental Learning
— Unverified Towards Realistic Incremental Scenario in Class Incremental Semantic Segmentation May 16, 2024 Class-Incremental Semantic Segmentation Incremental Learning
Code Code Available Model-Free Unsupervised Anomaly Detection Framework in Multivariate Time-Series of Industrial Dynamical Systems May 14, 2024 Anomaly Detection Incremental Learning
— Unverified Dynamic Feature Learning and Matching for Class-Incremental Learning May 14, 2024 class-incremental learning Class Incremental Learning
— Unverified Feature Expansion and enhanced Compression for Class Incremental Learning May 13, 2024 class-incremental learning Class Incremental Learning
Code Code Available A Methodology-Oriented Study of Catastrophic Forgetting in Incremental Deep Neural Networks May 11, 2024 Incremental Learning
— Unverified Fast Evaluation of DNN for Past Dataset in Incremental Learning May 10, 2024 Incremental Learning
— Unverified Few-Shot Class Incremental Learning via Robust Transformer Approach May 8, 2024 class-incremental learning Class Incremental Learning
Code Code Available Delve into Base-Novel Confusion: Redundancy Exploration for Few-Shot Class-Incremental Learning May 8, 2024 class-incremental learning Class Incremental Learning
— Unverified 