RILOD: Near Real-Time Incremental Learning for Object Detection at the Edge Mar 26, 2019 Incremental Learning Object
— Unverified Class-incremental Learning via Deep Model Consolidation Mar 19, 2019 class-incremental learning Class Incremental Learning
Code Code Available Incremental Learning of Discrete Planning Domains from Continuous Perceptions Mar 14, 2019 Incremental Learning
— Unverified A Framework for On-line Learning of Underwater Vehicles Dynamic Models Mar 13, 2019 Incremental Learning regression
— Unverified Sentence Embedding Alignment for Lifelong Relation Extraction Mar 6, 2019 Incremental Learning Lifelong learning
Code Code Available Unpriortized Autoencoder For Image Generation Feb 12, 2019 Density Estimation Image Generation
— Unverified EILearn: Learning Incrementally Using Previous Knowledge Obtained From an Ensemble of Classifiers Feb 8, 2019 Incremental Learning
— Unverified Incremental Learning with Maximum Entropy Regularization: Rethinking Forgetting and Intransigence Feb 3, 2019 Incremental Learning Transfer Learning
— Unverified Stochastic Gradient Trees Jan 23, 2019 Classification General Classification
Code Code Available Constraint breeding during on-line incremental learning Jan 1, 2019 Incremental Learning
— Unverified dynamic Long Short-Term Memory Neural-Network-Based Indict Remaining-Useful-Life Prognosis for Satellite Lithium-ion Battery Nov 28, 2018 Incremental Learning L2 Regularization
— Unverified Learning without Memorizing Nov 20, 2018 Incremental Learning
— Unverified Extending Pretrained Segmentation Networks with Additional Anatomical Structures Nov 12, 2018 class-incremental learning Class Incremental Learning
Code Code Available On the role of neurogenesis in overcoming catastrophic forgetting Nov 6, 2018 Incremental Learning Lifelong learning
— Unverified Incremental Learning for Semantic Segmentation of Large-Scale Remote Sensing Data Oct 29, 2018 Incremental Learning Semantic Segmentation
— Unverified Reconciling λ-Returns with Experience Replay Oct 23, 2018 Atari Games Deep Reinforcement Learning
Code Code Available Video Object Segmentation using Teacher-Student Adaptation in a Human Robot Interaction (HRI) Setting Oct 17, 2018 Incremental Learning Robot Manipulation
Code Code Available Incremental learning abstract discrete planning domains and mappings to continuous perceptions Oct 16, 2018 Incremental Learning Model-based Reinforcement Learning
— Unverified Task Runtime Prediction in Scientific Workflows Using an Online Incremental Learning Approach Oct 10, 2018 CPU Incremental Learning
— Unverified Reinforcement Evolutionary Learning Method for self-learning Oct 7, 2018 Incremental Learning Marketing
— Unverified Transfer Incremental Learning using Data Augmentation Oct 4, 2018 Data Augmentation Incremental Learning
— Unverified Active Learning for Deep Object Detection Sep 26, 2018 Active Learning Incremental Learning
— Unverified Autonomous Deep Learning: Incremental Learning of Denoising Autoencoder for Evolving Data Streams Sep 24, 2018 Denoising Incremental Learning
— Unverified Incremental Learning in Person Re-Identification Aug 20, 2018 Incremental Learning Person Re-Identification
Code Code Available DeeSIL: Deep-Shallow Incremental Learning Aug 20, 2018 Incremental Learning Transfer Learning
— Unverified Distractor-aware Siamese Networks for Visual Object Tracking Aug 18, 2018 Incremental Learning Object
Code Code Available Robust Tracking via Weighted Online Extreme Learning Machine Jul 26, 2018 Classification General Classification
— Unverified End-to-End Incremental Learning Jul 25, 2018 image-classification Image Classification
Code Code Available Example Mining for Incremental Learning in Medical Imaging Jul 24, 2018 Incremental Learning
— Unverified A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks Jul 10, 2018 class-incremental learning Class Incremental Learning
Code Code Available Distillation Techniques for Pseudo-rehearsal Based Incremental Learning Jul 8, 2018 Incremental Learning Knowledge Distillation
Code Code Available Revisiting Distillation and Incremental Classifier Learning Jul 8, 2018 Incremental Learning Knowledge Distillation
Code Code Available A Practical Incremental Learning Framework For Sparse Entity Extraction Jun 26, 2018 Active Learning Entity Extraction using GAN
Code Code Available Person Re-Identification in Identity Regression Space Jun 25, 2018 Benchmarking Incremental Learning
— Unverified Continuous Learning in Single-Incremental-Task Scenarios Jun 22, 2018 class-incremental learning Class Incremental Learning
— Unverified Evaluating and Characterizing Incremental Learning from Non-Stationary Data Jun 18, 2018 Incremental Learning
— Unverified SupportNet: solving catastrophic forgetting in class incremental learning with support data Jun 8, 2018 class-incremental learning Class Incremental Learning
Code Code Available Level-Based Analysis of the Population-Based Incremental Learning Algorithm Jun 5, 2018 Incremental Learning
— Unverified Learn the new, keep the old: Extending pretrained models with new anatomy and images Jun 1, 2018 Anatomy Image Segmentation
— Unverified Sample Reuse via Importance Sampling in Information Geometric Optimization May 31, 2018 Evolutionary Algorithms Incremental Learning
— Unverified Lifelong Learning of Spatiotemporal Representations with Dual-Memory Recurrent Self-Organization May 28, 2018 Active Learning Continuous Object Recognition
Code Code Available NeuralNetwork-Viterbi: A Framework for Weakly Supervised Video Learning May 17, 2018 Action Segmentation Incremental Learning
— Unverified Incremental Learning Framework Using Cloud Computing May 12, 2018 Cloud Computing Incremental Learning
— Unverified Incremental Predictive Process Monitoring: How to Deal with the Variability of Real Environments Apr 11, 2018 Incremental Learning Predictive Process Monitoring
— Unverified Scalable Deep Learning Logo Detection Mar 30, 2018 Deep Learning Incremental Learning
Code Code Available Incremental Learning-to-Learn with Statistical Guarantees Mar 21, 2018 Incremental Learning regression
— Unverified Unsupervised Cross-dataset Person Re-identification by Transfer Learning of Spatial-Temporal Patterns Mar 20, 2018 Incremental Learning Learning-To-Rank
Code Code Available A Many-Objective Evolutionary Algorithm With Two Interacting Processes: Cascade Clustering and Reference Point Incremental Learning Mar 3, 2018 Clustering Diversity
— Unverified A Class-Incremental Learning Method Based on One Class Support Vector Machine Mar 1, 2018 class-incremental learning Class Incremental Learning
— Unverified Online Feature Ranking for Intrusion Detection Systems Mar 1, 2018 feature selection Incremental Learning
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