Continual Learning in the Presence of Repetition May 7, 2024 class-incremental learning Class Incremental Learning
— Unverified FedProK: Trustworthy Federated Class-Incremental Learning via Prototypical Feature Knowledge Transfer May 4, 2024 class-incremental learning Class Incremental Learning
— Unverified Towards An Online Incremental Approach to Predict Students Performance May 3, 2024 Incremental Learning
— Unverified Few Shot Class Incremental Learning using Vision-Language models May 2, 2024 class-incremental learning Class Incremental Learning
— Unverified Prompt Customization for Continual Learning Apr 28, 2024 Continual Learning Incremental Learning
Code Code Available Towards Incremental Learning in Large Language Models: A Critical Review Apr 28, 2024 Continual Learning Incremental Learning
— Unverified Hard ASH: Sparsity and the right optimizer make a continual learner Apr 26, 2024 class-incremental learning Class Incremental Learning
— Unverified Revisiting Neural Networks for Continual Learning: An Architectural Perspective Apr 23, 2024 Class Incremental Learning Continual Learning
Code Code Available From Matching to Generation: A Survey on Generative Information Retrieval Apr 23, 2024 Incremental Learning Information Retrieval
Code Code Available Brain-Inspired Continual Learning-Robust Feature Distillation and Re-Consolidation for Class Incremental Learning Apr 22, 2024 class-incremental learning Class Incremental Learning
— Unverified Scene Coordinate Reconstruction: Posing of Image Collections via Incremental Learning of a Relocalizer Apr 22, 2024 Incremental Learning Novel View Synthesis
— Unverified DynaMMo: Dynamic Model Merging for Efficient Class Incremental Learning for Medical Images Apr 22, 2024 class-incremental learning Class Incremental Learning
Code Code Available Tendency-driven Mutual Exclusivity for Weakly Supervised Incremental Semantic Segmentation Apr 18, 2024 Incremental Learning Segmentation
— Unverified Graph Continual Learning with Debiased Lossless Memory Replay Apr 17, 2024 Continual Learning Incremental Learning
— Unverified TV100: A TV Series Dataset that Pre-Trained CLIP Has Not Seen Apr 16, 2024 Incremental Learning Novel Class Discovery
— Unverified Sup3r: A Semi-Supervised Algorithm for increasing Sparsity, Stability, and Separability in Hierarchy Of Time-Surfaces architectures Apr 15, 2024 Incremental Learning
— Unverified Realistic Continual Learning Approach using Pre-trained Models Apr 11, 2024 class-incremental learning Class Incremental Learning
— Unverified Multi-Label Continual Learning for the Medical Domain: A Novel Benchmark Apr 10, 2024 class-incremental learning Class Incremental Learning
— Unverified Toward industrial use of continual learning : new metrics proposal for class incremental learning Apr 10, 2024 class-incremental learning Class Incremental Learning
— Unverified Calibrating Higher-Order Statistics for Few-Shot Class-Incremental Learning with Pre-trained Vision Transformers Apr 9, 2024 class-incremental learning Class Incremental Learning
Code Code Available Liquid Neural Network-based Adaptive Learning vs. Incremental Learning for Link Load Prediction amid Concept Drift due to Network Failures Apr 8, 2024 Incremental Learning
— Unverified DELTA: Decoupling Long-Tailed Online Continual Learning Apr 6, 2024 Continual Learning Contrastive Learning
Code Code Available Future-Proofing Class Incremental Learning Apr 4, 2024 class-incremental learning Class Incremental Learning
— Unverified Incremental Learning with Concept Drift Detection and Prototype-based Embeddings for Graph Stream Classification Apr 3, 2024 Decision Making Drift Detection
— Unverified Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners Apr 2, 2024 class-incremental learning Class Incremental Learning
Code Code Available Slightly Shift New Classes to Remember Old Classes for Video Class-Incremental Learning Apr 1, 2024 class-incremental learning Class Incremental Learning
— Unverified Semantically-Shifted Incremental Adapter-Tuning is A Continual ViTransformer Mar 29, 2024 class-incremental learning Class Incremental Learning
Code Code Available Generative Multi-modal Models are Good Class-Incremental Learners Mar 27, 2024 class-incremental learning Class Incremental Learning
Code Code Available OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning Mar 27, 2024 class-incremental learning Class Incremental Learning
Code Code Available Enhancing Generative Class Incremental Learning Performance with Model Forgetting Approach Mar 27, 2024 class-incremental learning Class Incremental Learning
— Unverified Towards Non-Exemplar Semi-Supervised Class-Incremental Learning Mar 27, 2024 class-incremental learning Class Incremental Learning
— Unverified Recommendation of data-free class-incremental learning algorithms by simulating future data Mar 26, 2024 class-incremental learning Class Incremental Learning
— Unverified DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning Mar 26, 2024 class-incremental learning Class Incremental Learning
Code Code Available One-Shot Domain Incremental Learning Mar 25, 2024 Continual Learning Incremental Learning
Code Code Available Enhancing Visual Continual Learning with Language-Guided Supervision Mar 24, 2024 class-incremental learning Class Incremental Learning
— Unverified Object Detectors in the Open Environment: Challenges, Solutions, and Outlook Mar 24, 2024 Incremental Learning Object
Code Code Available Exemplar-Free Class Incremental Learning via Incremental Representation Mar 24, 2024 class-incremental learning Class Incremental Learning
— Unverified F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning Mar 23, 2024 class-incremental learning Class Incremental Learning
Code Code Available GACL: Exemplar-Free Generalized Analytic Continual Learning Mar 23, 2024 class-incremental learning Class Incremental Learning
Code Code Available 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 Defying Imbalanced Forgetting in Class Incremental Learning Mar 22, 2024 class-incremental learning Class Incremental Learning
— Unverified Text-Enhanced Data-free Approach for Federated Class-Incremental Learning Mar 21, 2024 class-incremental learning Class Incremental Learning
Code Code Available A Bag of Tricks for Few-Shot Class-Incremental Learning Mar 21, 2024 class-incremental learning Class Incremental Learning
— Unverified REAL: Representation Enhanced Analytic Learning for Exemplar-free Class-incremental Learning Mar 20, 2024 class-incremental learning Class Incremental Learning
— Unverified NTK-Guided Few-Shot Class Incremental Learning Mar 19, 2024 class-incremental learning Class Incremental Learning
Code Code Available Confidence Self-Calibration for Multi-Label Class-Incremental Learning Mar 19, 2024 class-incremental learning Class Incremental Learning
— Unverified Learning to better see the unseen: Broad-Deep Mixed Anti-Forgetting Framework for Incremental Zero-Shot Fault Diagnosis Mar 18, 2024 Attribute Fault Diagnosis
— Unverified Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning Mar 18, 2024 class-incremental learning Class Incremental Learning
Code Code Available Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters Mar 18, 2024 Continual Learning Incremental Learning
Code Code Available Controllable Relation Disentanglement for Few-Shot Class-Incremental Learning Mar 17, 2024 class-incremental learning Class Incremental Learning
— Unverified 