Bayesian Incremental Learning for Deep Neural Networks Feb 20, 2018 Incremental Learning
— Unverified Tree-CNN: A Hierarchical Deep Convolutional Neural Network for Incremental Learning Feb 15, 2018 Incremental Learning Object Recognition
Code Code Available Riemannian Walk for Incremental Learning: Understanding Forgetting and Intransigence Jan 30, 2018 Incremental Learning
Code Code Available Incremental Learning in Deep Convolutional Neural Networks Using Partial Network Sharing Dec 7, 2017 General Classification image-classification
— Unverified Unsupervised Multi-Domain Image Translation with Domain-Specific Encoders/Decoders Dec 6, 2017 Decoder Domain Adaptation
— Unverified FearNet: Brain-Inspired Model for Incremental Learning Nov 28, 2017 Audio Classification Incremental Learning
— Unverified ExprGAN: Facial Expression Editing with Controllable Expression Intensity Sep 12, 2017 Data Augmentation Decoder
Code Code Available Fast Incremental SVDD Learning Algorithm with the Gaussian Kernel Sep 1, 2017 Incremental Learning Outlier Detection
Code Code Available Incremental Learning of Object Detectors without Catastrophic Forgetting Aug 23, 2017 Incremental Learning Object
Code Code Available Incremental Import Vector Machines for Classifying Hyperspectral Data Aug 20, 2017 Classification General Classification
— Unverified Unsupervised Incremental Learning of Deep Descriptors From Video Streams Aug 11, 2017 Face Detection Incremental Learning
— Unverified Broad Learning System: An Effective and Efficient Incremental Learning System Without the Need for Deep Architecture Jul 21, 2017 Incremental Learning Object Recognition
— Unverified Incremental Boosting Convolutional Neural Network for Facial Action Unit Recognition Jul 17, 2017 Facial Action Unit Detection Incremental Learning
— Unverified Deep Learning for Sensor-based Activity Recognition: A Survey Jul 12, 2017 Activity Recognition Deep Learning
Code Code Available Robust Visual Tracking Using Oblique Random Forests Jul 1, 2017 General Classification image-classification
Code Code Available Gradient Episodic Memory for Continual Learning Jun 26, 2017 Continual Learning Incremental Learning
Code Code Available Dex: Incremental Learning for Complex Environments in Deep Reinforcement Learning Jun 19, 2017 Continual Learning Deep Reinforcement Learning
Code Code Available Incremental Learning Through Deep Adaptation May 11, 2017 Continual Learning image-classification
— Unverified A Strategy for an Uncompromising Incremental Learner May 2, 2017 class-incremental learning Class Incremental Learning
Code Code Available Incremental learning of high-level concepts by imitation Apr 14, 2017 Incremental Learning Vocal Bursts Intensity Prediction
— Unverified StyleBank: An Explicit Representation for Neural Image Style Transfer Mar 27, 2017 Incremental Learning Style Transfer
Code Code Available Scaffolding Networks: Incremental Learning and Teaching Through Questioning Feb 28, 2017 Incremental Learning Reinforcement Learning
— Unverified Concept Drift Adaptation by Exploiting Historical Knowledge Feb 12, 2017 Diversity Ensemble Learning
— Unverified Incremental Learning for Robot Perception through HRI Jan 17, 2017 Incremental Learning Object
— Unverified Scalable and Incremental Learning of Gaussian Mixture Models Jan 14, 2017 General Classification Incremental Learning
— Unverified Cost-Effective Active Learning for Deep Image Classification Jan 13, 2017 Active Learning Classification
Code Code Available Learning Representations by Stochastic Meta-Gradient Descent in Neural Networks Dec 9, 2016 Incremental Learning
— Unverified A Functional Regression approach to Facial Landmark Tracking Dec 7, 2016 Face Detection Incremental Learning
— Unverified Human-In-The-Loop Person Re-Identification Dec 5, 2016 Ensemble Learning Incremental Learning
— Unverified Overcoming catastrophic forgetting in neural networks Dec 2, 2016 Atari Games class-incremental learning
Code Code Available Incremental Variational Sparse Gaussian Process Regression Dec 1, 2016 GPR Incremental Learning
— Unverified iCaRL: Incremental Classifier and Representation Learning Nov 23, 2016 class-incremental learning Class Incremental Learning
Code Code Available Incremental Sequence Learning Nov 9, 2016 General Classification Incremental Learning
Code Code Available CuMF_SGD: Fast and Scalable Matrix Factorization Oct 19, 2016 CPU GPU
Code Code Available Incremental One-Class Models for Data Classification Oct 15, 2016 Classification class-incremental learning
— Unverified A Novel Progressive Multi-label Classifier for Classincremental Data Sep 23, 2016 class-incremental learning Class Incremental Learning
— Unverified Track Facial Points in Unconstrained Videos Sep 9, 2016 Incremental Learning valid
— Unverified hi-RF: Incremental Learning Random Forest for large-scale multi-class Data Classification Aug 31, 2016 Computational Efficiency General Classification
— Unverified Cascaded Continuous Regression for Real-time Incremental Face Tracking Aug 3, 2016 Face Alignment Incremental Learning
— Unverified Visual Tracking via Shallow and Deep Collaborative Model Jul 27, 2016 Incremental Learning model
— Unverified Incremental Learning for Fully Unsupervised Word Segmentation Using Penalized Likelihood and Model Selection Jul 20, 2016 Incremental Learning Model Selection
— Unverified \'Evaluation de l'apprentissage incr\'emental par analogie (Incremental Learning From Scratch Using Analogical Reasoning ) Jul 1, 2016 es-en Incremental Learning
— Unverified Learning without Forgetting Jun 29, 2016 Class Incremental Learning Continual Learning
Code Code Available Online Open World Recognition Apr 8, 2016 Incremental Learning Metric Learning
— Unverified Bias Correction for Regularized Regression and its Application in Learning with Streaming Data Mar 15, 2016 Incremental Learning regression
— Unverified Expected Similarity Estimation for Large-Scale Batch and Streaming Anomaly Detection Jan 25, 2016 Anomaly Detection Incremental Learning
Code Code Available Reinforcement Control with Hierarchical Backpropagated Adaptive Critics Dec 8, 2015 Incremental Learning
— Unverified Minimizing Human Effort in Interactive Tracking by Incremental Learning of Model Parameters Dec 1, 2015 Incremental Learning
— Unverified TRIC-track: Tracking by Regression With Incrementally Learned Cascades Dec 1, 2015 Incremental Learning regression
— Unverified PIEFA: Personalized Incremental and Ensemble Face Alignment Dec 1, 2015 Face Alignment Incremental Learning
— Unverified 