OVOR: OnePrompt with Virtual Outlier Regularization for Rehearsal-Free Class-Incremental Learning Feb 6, 2024 class-incremental learning Class Incremental Learning
Code Code Available Few-Shot Class-Incremental Learning with Prior Knowledge Feb 2, 2024 class-incremental learning Class Incremental Learning
Code Code Available Class incremental learning with probability dampening and cascaded gated classifier Feb 2, 2024 class-incremental learning Class Incremental Learning
Code Code Available Bias Mitigating Few-Shot Class-Incremental Learning Feb 1, 2024 class-incremental learning Class Incremental Learning
— Unverified 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 P2DT: Mitigating Forgetting in task-incremental Learning with progressive prompt Decision Transformer Jan 22, 2024 Incremental Learning reinforcement-learning
— Unverified INCPrompt: Task-Aware incremental Prompting for Rehearsal-Free Class-incremental Learning Jan 22, 2024 class-incremental learning Class Incremental 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 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 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 RepAn: Enhanced Annealing through Re-parameterization Jan 1, 2024 Incremental Learning
Code Code Available Dual-Consistency Model Inversion for Non-Exemplar Class Incremental Learning Jan 1, 2024 class-incremental learning Class Incremental Learning
— Unverified Class Incremental Learning with Multi-Teacher Distillation 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 Long-Tail Class Incremental Learning via Independent Sub-prototype Construction Jan 1, 2024 class-incremental learning Class Incremental Learning
— Unverified 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 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 DSS: A Diverse Sample Selection Method to Preserve Knowledge in Class-Incremental Learning Dec 14, 2023 class-incremental learning Class Incremental Learning
— Unverified CF-NeRF: Camera Parameter Free Neural Radiance Fields with Incremental Learning Dec 14, 2023 Incremental Learning NeRF
— Unverified Exploiting Symmetric Temporally Sparse BPTT for Efficient RNN Training Dec 14, 2023 Incremental Learning
— Unverified PBES: PCA Based Exemplar Sampling Algorithm for Continual Learning Dec 14, 2023 class-incremental learning Class Incremental Learning
— 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 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 TLCE: Transfer-Learning Based Classifier Ensembles for Few-Shot Class-Incremental Learning Dec 7, 2023 class-incremental learning Class Incremental Learning
— Unverified 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 Enhancing Robustness in Incremental Learning with Adversarial Training Dec 6, 2023 Adversarial Robustness class-incremental learning
Code Code Available MIND: Multi-Task Incremental Network Distillation Dec 5, 2023 class-incremental learning 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 Efficient Expansion and Gradient Based Task Inference for Replay Free Incremental Learning Dec 2, 2023 class-incremental learning Class Incremental Learning
— Unverified Sketch Input Method Editor: A Comprehensive Dataset and Methodology for Systematic Input Recognition Nov 30, 2023 class-incremental learning Class Incremental Learning
Code Code Available Prompt-Based Exemplar Super-Compression and Regeneration for Class-Incremental Learning Nov 30, 2023 class-incremental learning Class Incremental Learning
Code Code Available Continual Learning with Low Rank Adaptation Nov 29, 2023 Continual Learning Incremental Learning
— Unverified OpenSense: An Open-World Sensing Framework for Incremental Learning and Dynamic Sensor Scheduling on Embedded Edge Devices Nov 29, 2023 Incremental Learning Q-Learning
— Unverified OpenNet: Incremental Learning for Autonomous Driving Object Detection with Balanced Loss Nov 25, 2023 Autonomous Driving Incremental Learning
— Unverified A Blockchain Solution for Collaborative Machine Learning over IoT Nov 23, 2023 Federated Learning Incremental Learning
— Unverified Education distillation:getting student models to learn in shcools Nov 23, 2023 Incremental Learning Knowledge Distillation
— Unverified Density Distribution-based Learning Framework for Addressing Online Continual Learning Challenges Nov 22, 2023 class-incremental learning Class Incremental Learning
Code Code Available Evaluating Pretrained models for Deployable Lifelong Learning Nov 22, 2023 Atari Games class-incremental learning
— Unverified What Can AutoML Do For Continual Learning? Nov 20, 2023 AutoML Continual Learning
— Unverified Towards interpretable-by-design deep learning algorithms Nov 19, 2023 class-incremental learning Class Incremental Learning
— Unverified 