Continuous Control

Paper Group ANR 1345

January 26, 2020

Federated User Representation Learning. Learning Novel Policies For Tasks. Bayesian Networks based Hybrid Quantum-Classical Machine Learning Approach to Elucidate Gene Regulatory Pathways. TiM-DNN: Ternary in-Memory accelerator for Deep Neural Networks. Fractional-order Backpropagation Neural Networks: Modified Fractional-order Steepest Descent Met …

Paper Group ANR 1350

January 26, 2020

The iWildCam 2019 Challenge Dataset. The Bias-Expressivity Trade-off. ALOHA: Auxiliary Loss Optimization for Hypothesis Augmentation. Agent-based Vs Agent-less Sandbox for Dynamic Behavioral Analysis. Safe Policy Improvement with an Estimated Baseline Policy. Perception-Distortion Trade-off with Restricted Boltzmann Machines. Adversarial Samples on …

Paper Group ANR 1355

January 26, 2020

Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks. Flash Lightens Gray Pixels. Probability Map Guided Bi-directional Recurrent UNet for Pancreas Segmentation. MVS^2: Deep Unsupervised Multi-view Stereo with Multi-View Symmetry. Fast acoustic scattering using convolutional neural networks. Fine-grained eval …

Paper Group ANR 1420

January 26, 2020

Reservoir Computing Models for Patient-Adaptable ECG Monitoring in Wearable Devices. Joint Detection and Location of English Puns. MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs. On the Transferability of Spectral Graph Filters. Towards Understanding Chinese Checkers with Heuristics, Monte Carlo Tree Search, and Dee …

Paper Group ANR 1509

January 26, 2020

Cribriform pattern detection in prostate histopathological images using deep learning models. Policy Optimization with Stochastic Mirror Descent. A Bayesian Finite Mixture Model with Variable Selection for Data with Mixed-type Variables. Data-driven Prognostics with Predictive Uncertainty Estimation using Ensemble of Deep Ordinal Regression Models. …

Paper Group ANR 1528

January 26, 2020

Forecasting Wireless Demand with Extreme Values using Feature Embedding in Gaussian Processes. Intra-day Equity Price Prediction using Deep Learning as a Measure of Market Efficiency. Validation of a deep learning mammography model in a population with low screening rates. Two-phase flow regime prediction using LSTM based deep recurrent neural netw …

Paper Group ANR 1532

January 26, 2020

WeNet: Weighted Networks for Recurrent Network Architecture Search. A Strategy for Adaptive Sampling of Multi-fidelity Gaussian Process to Reduce Predictive Uncertainty. Myocardial Infarction Quantification From Late Gadolinium Enhancement MRI Using Top-hat Transforms and Neural Networks. Vision and Language: from Visual Perception to Content Creat …

Paper Group ANR 1533

January 26, 2020

The African Wildlife Ontology tutorial ontologies: requirements, design, and content. Neural Network Verification for the Masses (of AI graduates). Challenging On Car Racing Problem from OpenAI gym. Real-Time and Embedded Deep Learning on FPGA for RF Signal Classification. Short-Term Prediction and Multi-Camera Fusion on Semantic Grids. VASE: Varia …

Paper Group ANR 1556

January 26, 2020

Knowledge Enhanced Attention for Robust Natural Language Inference. DLBC: A Deep Learning-Based Consensus in Blockchains for Deep Learning Services. Frame-Recurrent Video Inpainting by Robust Optical Flow Inference. Riemannian optimization on the simplex of positive definite matrices. Embedding Biomedical Ontologies by Jointly Encoding Network Stru …

Paper Group ANR 1598

January 26, 2020

Frame and Feature-Context Video Super-Resolution. Analytic Continued Fractions for Regression: A Memetic Algorithm Approach. End-to-End Code-Switching ASR for Low-Resourced Language Pairs. Algorithm for Training Neural Networks on Resistive Device Arrays. Product Image Recognition with Guidance Learning and Noisy Supervision. Exploiting Hierarchy f …

Paper Group ANR 1620

January 25, 2020

Topological based classification using graph convolutional networks. Max-Plus Matching Pursuit for Deterministic Markov Decision Processes. Large Scale Markov Decision Processes with Changing Rewards. Inverse Rendering Techniques for Physically Grounded Image Editing. DeepDrawing: A Deep Learning Approach to Graph Drawing. Differential Recurrent Ne …

Paper Group ANR 1650

January 25, 2020

Synchronous Speech Recognition and Speech-to-Text Translation with Interactive Decoding. Towards Learning a Self-inverse Network for Bidirectional Image-to-image Translation. On Flow Profile Image for Video Representation. Sampling for Bayesian Mixture Models: MCMC with Polynomial-Time Mixing. Emergent Coordination Through Competition. A study for …

Paper Group ANR 1659

January 25, 2020

Multimodal Dataset of Human-Robot Hugging Interaction. Heartbeat Anomaly Detection using Adversarial Oversampling. Multi-Modal Generative Adversarial Network for Short Product Title Generation in Mobile E-Commerce. Meta-Q-Learning. Neural Logic Reinforcement Learning. Learning Disentangled Representations with Reference-Based Variational Autoencode …

Paper Group ANR 1664

January 25, 2020

Latent Relation Language Models. Data Extraction from Charts via Single Deep Neural Network. Gaussian Process Optimization with Adaptive Sketching: Scalable and No Regret. Financial Applications of Gaussian Processes and Bayesian Optimization. Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation. Compositi …

Paper Group ANR 1675

January 25, 2020

Estimating 3D Camera Pose from 2D Pedestrian Trajectories. AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition. A Large Scale Urban Surveillance Video Dataset for Multiple-Object Tracking and Behavior Analysis. Eigenvalue distribution of nonlinear models of random matrices. MOANA: An …

Paper Group ANR 1680

January 25, 2020

On the Efficiency of the Neuro-Fuzzy Classifier for User Knowledge Modeling Systems. Ancient Painting to Natural Image: A New Solution for Painting Processing. Sparse and Imperceivable Adversarial Attacks. Graph-Revised Convolutional Network. Improved Generalization of Heading Direction Estimation for Aerial Filming Using Semi-supervised Regression …

Paper Group ANR 1698

January 25, 2020

Character Eyes: Seeing Language through Character-Level Taggers. Lightweight Markerless Monocular Face Capture with 3D Spatial Priors. A Deep Look into Neural Ranking Models for Information Retrieval. A Novel Generalized Artificial Neural Network for Mining Two-Class Datasets. Single-Path Mobile AutoML: Efficient ConvNet Design and NAS Hyperparamet …

Paper Group ANR 1705

January 25, 2020

Independent and automatic evaluation of acoustic-to-articulatory inversion models. What does a network layer hear? Analyzing hidden representations of end-to-end ASR through speech synthesis. Transferring neural speech waveform synthesizers to musical instrument sounds generation. Location-Relative Attention Mechanisms For Robust Long-Form Speech S …

Paper Group ANR 1738

January 25, 2020

Accumulation Bit-Width Scaling For Ultra-Low Precision Training Of Deep Networks. Task-Assisted Domain Adaptation with Anchor Tasks. Robustness Guarantees for Deep Neural Networks on Videos. Learning Image-Specific Attributes by Hyperbolic Neighborhood Graph Propagation. Leveraging exploration in off-policy algorithms via normalizing flows. The Alg …

Paper Group ANR 1759

January 25, 2020

Proposition d’un modèle pour l’optimisation automatique de boucles dans le compilateur Tiramisu : cas d’optimisation de déroulage. ExpertMatcher: Automating ML Model Selection for Clients using Hidden Representations. Towards a Philological Metric through a Topological Data Analysis Approach. Learning Rotation Adaptive Correlation Filters in Robust …

Paper Group ANR 1760

January 25, 2020

Discretizing Continuous Action Space for On-Policy Optimization. Entropy Regularization with Discounted Future State Distribution in Policy Gradient Methods. Evolution of Robust High Speed Optical-Flow-Based Landing for Autonomous MAVs. Hair Segmentation on Time-of-Flight RGBD Images. Bounds for the VC Dimension of 1NN Prototype Sets. LSTM Language …

Paper Group NANR 74

January 25, 2020

Regression or classification? Automated Essay Scoring for Norwegian. Meta-Learning with Domain Adaptation for Few-Shot Learning under Domain Shift. Sparse Victory – A Large Scale Systematic Comparison of count-based and prediction-based vectorizers for text classification. HLT@SUDA at SemEval-2019 Task 1: UCCA Graph Parsing as Constituent Tree Par …

Paper Group NAWR 28

January 25, 2020

MARS: Motion-Augmented RGB Stream for Action Recognition. SMILe: Scalable Meta Inverse Reinforcement Learning through Context-Conditional Policies. Generalized Block-Diagonal Structure Pursuit: Learning Soft Latent Task Assignment against Negative Transfer. Exploiting Spatial-Temporal Relationships for 3D Pose Estimation via Graph Convolutional Net …

Paper Group NAWR 44

January 25, 2020

SemEval-2019 Task 10: Math Question Answering. ST-LSTM: A Deep Learning Approach Combined Spatio-Temporal Features for Short-Term. Memory-oriented Decoder for Light Field Salient Object Detection. MarginGAN: Adversarial Training in Semi-Supervised Learning. Spatiotemporal Multi-Graph Convolution Networkfor Ride-hailing Demand Forecasting. Effective …

Paper Group NAWR 7

January 25, 2020

Building English-to-Serbian Machine Translation System for IMDb Movie Reviews. Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses. Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning. Coloring With Limited Data: Few-Shot Colorization via Memory Augmented Networks. Scalable Bayesian inferen …

Paper Group NANR 114

January 24, 2020

JPEG Artifacts Reduction via Deep Convolutional Sparse Coding. OSIAN: Open Source International Arabic News Corpus - Preparation and Integration into the CLARIN-infrastructure. An Automated Framework for Fast Cognate Detection and Bayesian Phylogenetic Inference in Computational Historical Linguistics. A NON-LINEAR THEORY FOR SENTENCE EMBEDDING. Te …

Paper Group NANR 153

January 24, 2020

Understanding Data Augmentation in Neural Machine Translation: Two Perspectives towards Generalization. Composing Complex Skills by Learning Transition Policies with Proximity Reward Induction. Improving Abstractive Document Summarization with Salient Information Modeling. Courteously Yours: Inducing courteous behavior in Customer Care responses us …

Paper Group NANR 240

January 24, 2020

StrokeNet: A Neural Painting Environment. Sample Efficient Imitation Learning for Continuous Control. Amplifying the Neural Power Spectrum. Exploring Graph-Algebraic CCG Combinators for Syntactic-Semantic AMR Parsing. What a difference a pixel makes: An empirical examination of features used by CNNs for categorisation. Joint extraction of entities …