Looking for a better fit? An Incremental Learning Multimodal Object Referencing Framework adapting to Individual Drivers Jan 29, 2024 Incremental Learning Lifelong learning
Code Code Available Face to Cartoon Incremental Super-Resolution using Knowledge Distillation Jan 27, 2024 Hallucination Incremental Learning
— Unverified PL-FSCIL: Harnessing the Power of Prompts for Few-Shot Class-Incremental Learning Jan 26, 2024 class-incremental learning Class Incremental Learning
Code Code Available INCPrompt: Task-Aware incremental Prompting for Rehearsal-Free Class-incremental Learning Jan 22, 2024 class-incremental learning Class Incremental Learning
— Unverified P2DT: Mitigating Forgetting in task-incremental Learning with progressive prompt Decision Transformer Jan 22, 2024 Incremental Learning reinforcement-learning
— Unverified Divide and not forget: Ensemble of selectively trained experts in Continual Learning Jan 18, 2024 class-incremental learning Class Incremental Learning
Code Code Available PIN-SLAM: LiDAR SLAM Using a Point-Based Implicit Neural Representation for Achieving Global Map Consistency Jan 17, 2024 GPU Incremental Learning
Code Code Available Enhanced Few-Shot Class-Incremental Learning via Ensemble Models Jan 14, 2024 class-incremental learning Class Incremental Learning
— Unverified Enhancing Consistency and Mitigating Bias: A Data Replay Approach for Incremental Learning Jan 12, 2024 class-incremental learning Class Incremental Learning
— Unverified An experimental evaluation of Deep Reinforcement Learning algorithms for HVAC control Jan 11, 2024 Deep Reinforcement Learning Incremental Learning
Code Code Available Class-Incremental Learning for Multi-Label Audio Classification Jan 9, 2024 Audio Classification Classification
— Unverified Predicting the structure of dynamic graphs Jan 8, 2024 Incremental Learning Link Prediction
— Unverified eCIL-MU: Embedding based Class Incremental Learning and Machine Unlearning Jan 4, 2024 class-incremental learning Class Incremental Learning
— Unverified PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning Jan 4, 2024 class-incremental learning Class Incremental Learning
Code Code Available Learning Prompt with Distribution-Based Feature Replay for Few-Shot Class-Incremental Learning Jan 3, 2024 class-incremental learning Class Incremental Learning
Code Code Available Class Incremental Learning with Multi-Teacher Distillation Jan 1, 2024 class-incremental learning Class Incremental Learning
Code Code Available DYSON: Dynamic Feature Space Self-Organization for Online Task-Free Class Incremental Learning Jan 1, 2024 class-incremental learning Class Incremental Learning
Code Code Available Dual-Enhanced Coreset Selection with Class-wise Collaboration for Online Blurry Class Incremental Learning Jan 1, 2024 class-incremental learning Class Incremental Learning
— Unverified Dual-Consistency Model Inversion for Non-Exemplar Class Incremental Learning Jan 1, 2024 class-incremental learning Class Incremental Learning
— Unverified Generative Multi-modal Models are Good Class Incremental Learners Jan 1, 2024 class-incremental learning Class Incremental Learning
Code Code Available Exploring Orthogonality in Open World Object Detection Jan 1, 2024 Incremental Learning Object
Code Code Available FCS: Feature Calibration and Separation for Non-Exemplar Class Incremental Learning Jan 1, 2024 class-incremental learning Class Incremental Learning
Code Code Available RepAn: Enhanced Annealing through Re-parameterization Jan 1, 2024 Incremental Learning
Code Code Available Long-Tail Class Incremental Learning via Independent Sub-prototype Construction Jan 1, 2024 class-incremental learning Class Incremental Learning
— Unverified NICE: Neurogenesis Inspired Contextual Encoding for Replay-free Class Incremental Learning Jan 1, 2024 class-incremental learning Class Incremental Learning
Code Code Available Federated Class-Incremental Learning with New-Class Augmented Self-Distillation Jan 1, 2024 class-incremental learning Class Incremental Learning
Code Code Available FILP-3D: Enhancing 3D Few-shot Class-incremental Learning with Pre-trained Vision-Language Models Dec 28, 2023 class-incremental learning Class Incremental Learning
Code Code Available Preliminary Study on Incremental Learning for Large Language Model-based Recommender Systems Dec 25, 2023 Attribute Incremental Learning
Code Code Available Fine-Grained Knowledge Selection and Restoration for Non-Exemplar Class Incremental Learning Dec 20, 2023 class-incremental learning Class Incremental Learning
Code Code Available Decentralised and collaborative machine learning framework for IoT Dec 19, 2023 Federated Learning Incremental Learning
— Unverified Continual Learning: Forget-free Winning Subnetworks for Video Representations Dec 19, 2023 class-incremental learning Class Incremental Learning
Code Code Available Catastrophic Forgetting in Deep Learning: A Comprehensive Taxonomy Dec 16, 2023 Deep Learning image-classification
Code Code Available DSS: A Diverse Sample Selection Method to Preserve Knowledge in Class-Incremental Learning Dec 14, 2023 class-incremental learning Class Incremental Learning
— Unverified PBES: PCA Based Exemplar Sampling Algorithm for Continual Learning Dec 14, 2023 class-incremental learning Class Incremental Learning
— Unverified Exploiting Symmetric Temporally Sparse BPTT for Efficient RNN Training Dec 14, 2023 Incremental Learning
— Unverified An Incremental Unified Framework for Small Defect Inspection Dec 14, 2023 Anomaly Detection continual anomaly detection
Code Code Available CF-NeRF: Camera Parameter Free Neural Radiance Fields with Incremental Learning Dec 14, 2023 Incremental Learning NeRF
— Unverified Class-Wise Buffer Management for Incremental Object Detection: An Effective Buffer Training Strategy Dec 14, 2023 class-incremental learning Class Incremental Learning
— Unverified Read Between the Layers: Leveraging Multi-Layer Representations for Rehearsal-Free Continual Learning with Pre-Trained Models Dec 13, 2023 class-incremental learning Class Incremental Learning
Code Code Available Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models Dec 13, 2023 Class Incremental Learning Incremental Learning
Code Code Available Visual Self-paced Iterative Learning for Unsupervised Temporal Action Localization Dec 12, 2023 Action Localization Clustering
Code Code Available IL-NeRF: Incremental Learning for Neural Radiance Fields with Camera Pose Alignment Dec 10, 2023 Incremental Learning Knowledge Distillation
— Unverified Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration Dec 8, 2023 class-incremental learning Class Incremental Learning
Code Code Available Dynamic Online Modulation Recognition using Incremental Learning Dec 7, 2023 Incremental Learning
— Unverified Privacy-preserving quantum federated learning via gradient hiding Dec 7, 2023 Distributed Computing Federated Learning
— Unverified TLCE: Transfer-Learning Based Classifier Ensembles for Few-Shot Class-Incremental Learning Dec 7, 2023 class-incremental learning Class Incremental Learning
— Unverified Enhancing Robustness in Incremental Learning with Adversarial Training Dec 6, 2023 Adversarial Robustness class-incremental learning
Code Code Available Pseudo Replay-based Class Continual Learning for Online New Category Anomaly Detection in Advanced Manufacturing Dec 5, 2023 Anomaly Detection class-incremental learning
— Unverified MIND: Multi-Task Incremental Network Distillation Dec 5, 2023 class-incremental learning Class Incremental Learning
Code Code Available Efficient Expansion and Gradient Based Task Inference for Replay Free Incremental Learning Dec 2, 2023 class-incremental learning Class Incremental Learning
— Unverified 