machine learning

Paper Group ANR 586

October 18, 2019

Accelerated Gossip via Stochastic Heavy Ball Method. A Mean-Field Optimal Control Formulation of Deep Learning. Tübingen-Oslo system: Linear regression works the best at Predicting Current and Future Psychological Health from Childhood Essays in the CLPsych 2018 Shared Task. The Research of the Real-time Detection and Recognition of Targets in Stre …

Paper Group ANR 587

October 18, 2019

Uncertainty in Multitask Transfer Learning. Multi-view Point Cloud Registration with Adaptive Convergence Threshold and its Application on 3D Model Retrieval. Deep Knowledge Tracing and Dynamic Student Classification for Knowledge Tracing. Q-learning with Nearest Neighbors. New Results on Multi-Step Traffic Flow Prediction. Extended Affinity Propag …

Paper Group ANR 588

October 18, 2019

Learning Single-Image Depth from Videos using Quality Assessment Networks. A refined convergence analysis of pDCA$_e$ with applications to simultaneous sparse recovery and outlier detection. Machine Theory of Mind. RoarNet: A Robust 3D Object Detection based on RegiOn Approximation Refinement. Learning from a tiny dataset of manual annotations: a t …

Paper Group ANR 589

October 18, 2019

Importance Weighted Evolution Strategies. Simple Hyper-heuristics Control the Neighbourhood Size of Randomised Local Search Optimally for LeadingOnes. Multitask and Multilingual Modelling for Lexical Analysis. OffsetNet: Deep Learning for Localization in the Lung using Rendered Images. Attention to Refine through Multi-Scales for Semantic Segmentat …

Paper Group ANR 590

October 18, 2019

Towards a glaucoma risk index based on simulated hemodynamics from fundus images. Network Signatures from Image Representation of Adjacency Matrices: Deep/Transfer Learning for Subgraph Classification. Universal Supervised Learning for Individual Data. Mechanism Design for Social Good. Revisiting Skip-Gram Negative Sampling Model with Rectification …

Paper Group ANR 591

October 18, 2019

Beyond Pixels: Image Provenance Analysis Leveraging Metadata. Bayesian optimization of the PC algorithm for learning Gaussian Bayesian networks. Unlabeled sample compression schemes and corner peelings for ample and maximum classes. Layerwise Perturbation-Based Adversarial Training for Hard Drive Health Degree Prediction. A Transfer Learning based …

Paper Group ANR 592

October 18, 2019

Pathwise Derivatives Beyond the Reparameterization Trick. Dense Multi-path U-Net for Ischemic Stroke Lesion Segmentation in Multiple Image Modalities. Injective State-Image Mapping facilitates Visual Adversarial Imitation Learning. The Convergence of Sparsified Gradient Methods. Magnetic Resonance Spectroscopy Quantification using Deep Learning. On …

Paper Group ANR 593

October 18, 2019

Expected Policy Gradients for Reinforcement Learning. Early Start Intention Detection of Cyclists Using Motion History Images and a Deep Residual Network. Adaptive Transfer Learning in Deep Neural Networks: Wind Power Prediction using Knowledge Transfer from Region to Region and Between Different Task Domains. Stochastic Second-order Methods for No …

Paper Group ANR 594

October 18, 2019

Accelerated physical emulation of Bayesian inference in spiking neural networks. Are Generative Classifiers More Robust to Adversarial Attacks?. Neural Latent Extractive Document Summarization. Freeform Diffractive Metagrating Design Based on Generative Adversarial Networks. Convolutional neural network-based regression for depth prediction in digi …

Paper Group ANR 599

October 18, 2019

Learning Image Conditioned Label Space for Multilabel Classification. Aff2Vec: Affect–Enriched Distributional Word Representations. Radiative Transport Based Flame Volume Reconstruction from Videos. Review Helpfulness Assessment based on Convolutional Neural Network. New CleverHans Feature: Better Adversarial Robustness Evaluations with Attack Bun …

Paper Group ANR 600

October 18, 2019

FUNN: Flexible Unsupervised Neural Network. Confidence Inference for Focused Learning in Stereo Matching. Who is Killed by Police: Introducing Supervised Attention for Hierarchical LSTMs. Correlation Propagation Networks for Scene Text Detection. Embedding Learning Through Multilingual Concept Induction. QADiver: Interactive Framework for Diagnosin …

Paper Group ANR 601

October 18, 2019

An Anchor-Free Region Proposal Network for Faster R-CNN based Text Detection Approaches. Model-based active learning to detect isometric deformable objects in the wild with deep architectures. Reservoir Computing Universality With Stochastic Inputs. Learning Paths from Signature Tensors. Tourist Navigation in Android Smartphone by using Emotion Gen …

Paper Group ANR 602

October 18, 2019

Stress Test Evaluation for Natural Language Inference. Land use mapping in the Three Gorges Reservoir Area based on semantic segmentation deep learning method. Foundations of Comparison-Based Hierarchical Clustering. Guided Graph Spectral Embedding: Application to the C. elegans Connectome. Learning Representations of Social Media Users. Mapping Un …

Paper Group ANR 603

October 18, 2019

Robust Iris Segmentation Based on Fully Convolutional Networks and Generative Adversarial Networks. An elementary derivation of the Chinese restaurant process from Sethuraman’s stick-breaking process. Classification of breast cancer histology images using transfer learning. Facebook Reaction-Based Emotion Classifier as Cue for Sarcasm Detection. Gu …

Paper Group ANR 604

October 18, 2019

Self-Organization and Artificial Life: A Review. A Finite Time Analysis of Temporal Difference Learning With Linear Function Approximation. Linear Independent Component Analysis over Finite Fields: Algorithms and Bounds. Color Image Enhancement Method Based on Weighted Image Guided Filtering. Stochastic Gradient Descent with Exponential Convergence …

Paper Group ANR 605

October 18, 2019

Active Learning for Segmentation by Optimizing Content Information for Maximal Entropy. A Layer Decomposition-Recomposition Framework for Neuron Pruning towards Accurate Lightweight Networks. Trust Region Policy Optimization for POMDPs. Multi-View Inpainting for RGB-D Sequence. Nth Absolute Root Mean Error. On Optimizing Deep Convolutional Neural N …

Paper Group ANR 607

October 18, 2019

Onion-Peeling Outlier Detection in 2-D data Sets. State Space Representations of Deep Neural Networks. Cognate-aware morphological segmentation for multilingual neural translation. Learning Compositional Representations for Few-Shot Recognition. Time series kernel similarities for predicting Paroxysmal Atrial Fibrillation from ECGs. Attention-based …

Paper Group ANR 609

October 18, 2019

Tensor-based Nonlinear Classifier for High-Order Data Analysis. Nested Reasoning About Autonomous Agents Using Probabilistic Programs. Expolring Architectures for CNN-Based Word Spotting. Grand Challenge: Real-time Destination and ETA Prediction for Maritime Traffic. Multi-channel discourse as an indicator for Bitcoin price and volume movements. Ma …

Paper Group ANR 610

October 18, 2019

A Feature-Driven Active Framework for Ultrasound-Based Brain Shift Compensation. MatchBench: An Evaluation of Feature Matchers. An Efficient, Generalized Bellman Update For Cooperative Inverse Reinforcement Learning. Symbol Emergence in Cognitive Developmental Systems: a Survey. Tight Analyses for Non-Smooth Stochastic Gradient Descent. Folksonomic …

Paper Group ANR 611

October 18, 2019

An Improved Learning Framework for Covariant Local Feature Detection. Generating Triples with Adversarial Networks for Scene Graph Construction. Comparing Generative Adversarial Network Techniques for Image Creation and Modification. How convolutional neural network see the world - A survey of convolutional neural network visualization methods. Rob …

Paper Group ANR 612

October 18, 2019

GlobalTrait: Personality Alignment of Multilingual Word Embeddings. A Stronger Baseline for Multilingual Word Embeddings. Generalised framework for multi-criteria method selection. Dancing in the Dark: Private Multi-Party Machine Learning in an Untrusted Setting. Smart Surveillance as an Edge Network Service: from Harr-Cascade, SVM to a Lightweight …

Paper Group ANR 613

October 18, 2019

Computer Analysis of Architecture Using Automatic Image Understanding. Sign-Full Random Projections. Fairly Allocating Many Goods with Few Queries. Deep Person Detection in 2D Range Data. Bioinformatics and Medicine in the Era of Deep Learning. Embedding-reparameterization procedure for manifold-valued latent variables in generative models. Cluster …

Paper Group ANR 615

October 18, 2019

Deep ChArUco: Dark ChArUco Marker Pose Estimation. q-Neurons: Neuron Activations based on Stochastic Jackson’s Derivative Operators. An Evolutionary Algorithm with Crossover and Mutation for Model-Based Clustering. Multilingual Neural Machine Translation with Task-Specific Attention. Online Learning with an Almost Perfect Expert. Matrix Recovery wi …

Paper Group ANR 616

October 18, 2019

Multi-level Memory for Task Oriented Dialogs. Learning to Generate and Reconstruct 3D Meshes with only 2D Supervision. Semi-Dense 3D Reconstruction with a Stereo Event Camera. Specular-to-Diffuse Translation for Multi-View Reconstruction. Combining SLAM with muti-spectral photometric stereo for real-time dense 3D reconstruction. Boundary-guided Fea …

Paper Group ANR 617

October 18, 2019

Gray-box Adversarial Training. Swarm robotics in wireless distributed protocol design for coordinating robots involved in cooperative tasks. Speaker Clustering With Neural Networks And Audio Processing. Deep learning algorithm for data-driven simulation of noisy dynamical system. The core consistency of a compressed tensor. Semi-Supervised Learning …

Paper Group ANR 618

October 18, 2019

How Curiosity can be modeled for a Clickbait Detector. Towards quantitative methods to assess network generative models. Multiple Lane Detection Algorithm Based on Optimised Dense Disparity Map Estimation. Active Learning using Deep Bayesian Networks for Surgical Workflow Analysis. Block-optimized Variable Bit Rate Neural Image Compression. What Ha …

Paper Group ANR 619

October 18, 2019

Deep Learning on Key Performance Indicators for Predictive Maintenance in SAP HANA. A Hybrid Distribution Feeder Long-Term Load Forecasting Method Based on Sequence Prediction. REGMAPR - Text Matching Made Easy. A Semantic Model for Historical Manuscripts. What might matter in autonomous cars adoption: first person versus third person scenarios. A …

Paper Group ANR 620

October 18, 2019

Metabolize Neural Network. Dependent Gated Reading for Cloze-Style Question Answering. Table-to-Text: Describing Table Region with Natural Language. Probabilistic Class-Specific Discriminant Analysis. Object Relation Detection Based on One-shot Learning. A survey on policy search algorithms for learning robot controllers in a handful of trials. Met …