non-repo

Paper Group ANR 365

Paper Group ANR 365

January 30, 2020

Analyzing the Cross-Sensor Portability of Neural Network Architectures for LiDAR-based Semantic Labeling. A Theory of Uncertainty Variables for State Estimation and Inference. Applying Abstract Argumentation Theory to Cooperative Game Theory. Towards Realistic Practices In Low-Resource Natural Language Processing: The Development Set. Enhancing the …
Paper Group ANR 366

Paper Group ANR 366

January 30, 2020

Corpus-Level End-to-End Exploration for Interactive Systems. Automatic Driver Identification from In-Vehicle Network Logs. Aspect Detection using Word and Char Embeddings with (Bi)LSTM and CRF. Decentralised Multi-Demic Evolutionary Approach to the Dynamic Multi-Agent Travelling Salesman Problem. TG-PSM: Tunable Greedy Packet Sequence Morphing Base …
Paper Group ANR 367

Paper Group ANR 367

January 30, 2020

Remote UAV Online Path Planning via Neural Network Based Opportunistic Control. A Joint Learning and Communications Framework for Federated Learning over Wireless Networks. Super-Resolution of Brain MRI Images using Overcomplete Dictionaries and Nonlocal Similarity. An MDL-Based Classifier for Transactional Datasets with Application in Malware Dete …
Paper Group ANR 368

Paper Group ANR 368

January 30, 2020

Semantic Segmentation of Thigh Muscle using 2.5D Deep Learning Network Trained with Limited Datasets. Inverse Path Tracing for Joint Material and Lighting Estimation. Deep Bayesian Multi-Target Learning for Recommender Systems. Generative Tensor Network Classification Model for Supervised Machine Learning. Encoders and Decoders for Quantum Expander …
Paper Group ANR 369

Paper Group ANR 369

January 30, 2020

Self-Assignment Flows for Unsupervised Data Labeling on Graphs. Manifold Fitting under Unbounded Noise. Who is in Your Top Three? Optimizing Learning in Elections with Many Candidates. Fast and accurate reconstruction of HARDI using a 1D encoder-decoder convolutional network. Interpreting Distortions in Dimensionality Reduction by Superimposing Nei …
Paper Group ANR 370

Paper Group ANR 370

January 30, 2020

Lifelog Patterns Analyzation using Graph Embedding based on Deep Neural Network. Probabilistic Forecasting using Deep Generative Models. Detection and Mitigation of Rare Subclasses in Neural Network Classifiers. Sharp Guarantees for Solving Random Equations with One-Bit Information. Go From the General to the Particular: Multi-Domain Translation wi …
Paper Group ANR 371

Paper Group ANR 371

January 30, 2020

Mediation Challenges and Socio-Technical Gaps for Explainable Deep Learning Applications. Using Causal Analysis to Learn Specifications from Task Demonstrations. Parameterized Convolutional Neural Networks for Aspect Level Sentiment Classification. Hyperspectral and multispectral image fusion under spectrally varying spatial blurs – Application to …
Paper Group ANR 372

Paper Group ANR 372

January 30, 2020

Big Data Approaches to Knot Theory: Understanding the Structure of the Jones Polynomial. Rumour Detection via News Propagation Dynamics and User Representation Learning. Causal Regularization. Jacobian Policy Optimizations. Reading Comprehension Ability Test-A Turing Test for Reading Comprehension. Identity Connections in Residual Nets Improve Nois …
Paper Group ANR 373

Paper Group ANR 373

January 30, 2020

Scene Induced Multi-Modal Trajectory Forecasting via Planning. A Facial Affect Analysis System for Autism Spectrum Disorder. Fast LLMMSE filter for low-dose CT imaging. Curriculum Learning for Deep Generative Models with Clustering. Machine Learning Inter-Atomic Potentials Generation Driven by Active Learning: A Case Study for Amorphous and Liquid …
Paper Group ANR 374

Paper Group ANR 374

January 30, 2020

A feasibility study of deep neural networks for the recognition of banknotes regarding central bank requirements. Detecting F-formations & Roles in Crowded Social Scenes with Wearables: Combining Proxemics & Dynamics using LSTMs. Guarantees for Sound Abstractions for Generalized Planning (Extended Paper). A Data Driven Approach to Learning The Hami …
Paper Group ANR 375

Paper Group ANR 375

January 30, 2020

An Algorithm for Approximating Continuous Functions on Compact Subsets with a Neural Network with one Hidden Layer. On Norm-Agnostic Robustness of Adversarial Training. Homogeneous Linear Inequality Constraints for Neural Network Activations. Quantum Inflation: A General Approach to Quantum Causal Compatibility. Scalable Reinforcement-Learning-Base …
Paper Group ANR 376

Paper Group ANR 376

January 30, 2020

Logic could be learned from images. Improving the Gating Mechanism of Recurrent Neural Networks. A Recurrent Probabilistic Neural Network with Dimensionality Reduction Based on Time-series Discriminant Component Analysis. Speed estimation evaluation on the KITTI benchmark based on motion and monocular depth information. Automatic Short Answer Gradi …
Paper Group ANR 377

Paper Group ANR 377

January 30, 2020

Influences in Forecast Errors for Wind and Photovoltaic Power: A Study on Machine Learning Models. Cascade RetinaNet: Maintaining Consistency for Single-Stage Object Detection. Diversity in Fashion Recommendation using Semantic Parsing. Anti-Confusing: Region-Aware Network for Human Pose Estimation. Minimax Weight and Q-Function Learning for Off-Po …
Paper Group ANR 378

Paper Group ANR 378

January 30, 2020

Speaker-Targeted Audio-Visual Models for Speech Recognition in Cocktail-Party Environments. The Regularization of Small Sub-Constraint Satisfaction Problems. Passed & Spurious: Descent Algorithms and Local Minima in Spiked Matrix-Tensor Models. Learning Unsupervised Multi-View Stereopsis via Robust Photometric Consistency. Variational bridge constr …
Paper Group ANR 379

Paper Group ANR 379

January 30, 2020

Automatic Target Detection for Sparse Hyperspectral Images. A Unified Deep Learning Formalism For Processing Graph Signals. Awareness of Voter Passion Greatly Improves the Distortion of Metric Social Choice. Defending Against Adversarial Attacks Using Random Forests. AgentBuddy: A Contextual Bandit based Decision Support System for Customer Support …
Paper Group ANR 380

Paper Group ANR 380

January 30, 2020

Detecting Driveable Area for Autonomous Vehicles. Hierarchical Meta Learning. Deep Q-Learning for Same-Day Delivery with a Heterogeneous Fleet of Vehicles and Drones. Policy Learning for Malaria Control. Deep Reinforcement Learning for Multi-Driver Vehicle Dispatching and Repositioning Problem. Deep Learning Training with Simulated Approximate Mult …
Paper Group ANR 381

Paper Group ANR 381

January 30, 2020

An Improved Convergence Analysis of Stochastic Variance-Reduced Policy Gradient. FusionMapping: Learning Depth Prediction with Monocular Images and 2D Laser Scans. Identify the cells’ nuclei based on the deep learning neural network. The Query Translation Landscape: a Survey. CopyCAT: Taking Control of Neural Policies with Constant Attacks. Differe …
Paper Group ANR 382

Paper Group ANR 382

January 30, 2020

Consider ethical and social challenges in smart grid research. Discussion of “The Blessings of Multiple Causes” by Wang and Blei. Single Image Deblurring and Camera Motion Estimation with Depth Map. Sentiment and Sarcasm Classification with Multitask Learning. Ensemble Teaching for Hybrid Label Propagation. Probabilistic sequential matrix factoriza …
Paper Group ANR 383

Paper Group ANR 383

January 30, 2020

s-DRN: Stabilized Developmental Resonance Network. Online Community Detection by Spectral CUSUM. Open Named Entity Modeling from Embedding Distribution. A Self-Attentional Neural Architecture for Code Completion with Multi-Task Learning. A Search for the Underlying Equation Governing Similar Systems. Towards Generation of Visual Attention Map for S …
Paper Group ANR 384

Paper Group ANR 384

January 30, 2020

Dynamic Face Video Segmentation via Reinforcement Learning. Improving Semantic Segmentation of Aerial Images Using Patch-based Attention. Disentangled Representation Learning with Information Maximizing Autoencoder. TBT: Targeted Neural Network Attack with Bit Trojan. Multi-Modal Machine Learning for Flood Detection in News, Social Media and Satell …
Paper Group ANR 385

Paper Group ANR 385

January 30, 2020

Can Meta-Interpretive Learning outperform Deep Reinforcement Learning of Evaluable Game strategies?. Learning-Aided Physical Layer Attacks Against Multicarrier Communications in IoT. Factor Analysis in Fault Diagnostics Using Random Forest. Multi-Branch Tensor Network Structure for Tensor-Train Discriminant Analysis. Semantic Adversarial Network wi …
Paper Group ANR 386

Paper Group ANR 386

January 30, 2020

Graph Colouring Meets Deep Learning: Effective Graph Neural Network Models for Combinatorial Problems. MDP Playground: Meta-Features in Reinforcement Learning. Improving Safety in Reinforcement Learning Using Model-Based Architectures and Human Intervention. Domain Bridge for Unpaired Image-to-Image Translation and Unsupervised Domain Adaptation. L …
Paper Group ANR 387

Paper Group ANR 387

January 30, 2020

Meta-Learning surrogate models for sequential decision making. Open Source Face Recognition Performance Evaluation Package. Deep Meta Functionals for Shape Representation. Preselection Bandits under the Plackett-Luce Model. Automata Learning: An Algebraic Approach. Narrowing Down XML Template Expansion and Schema Validation. Resource-aware Elastic …
Paper Group ANR 388

Paper Group ANR 388

January 30, 2020

Deep Lagrangian Networks for end-to-end learning of energy-based control for under-actuated systems. Distributed Streaming Analytics on Large-scale Oceanographic Data using Apache Spark. Active Learning of Spin Network Models. Unsupervised Moving Object Detection via Contextual Information Separation. Relevance-Promoting Language Model for Short-Te …
Paper Group ANR 389

Paper Group ANR 389

January 30, 2020

Real-time Ultrasound-enhanced Multimodal Imaging of Tongue using 3D Printable Stabilizer System: A Deep Learning Approach. Representation Disentanglement for Multi-task Learning with application to Fetal Ultrasound. Neuromorphic Hardware learns to learn. Robust Local Features for Improving the Generalization of Adversarial Training. A Novel CMB Com …
Paper Group ANR 390

Paper Group ANR 390

January 30, 2020

SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection. Reinforcement Learning with Non-uniform State Representations for Adaptive Search. Rate-Distortion Optimization Guided Autoencoder for Isometric Embedding in Euclidean Latent Space. Learning to Learn Semantic Parsers from Natural Language Supervision. Counterfactual diag …
Paper Group ANR 391

Paper Group ANR 391

January 30, 2020

UVA: A Universal Variational Framework for Continuous Age Analysis. Real-Time Adversarial Attacks. Automatic Online Quality Control of Synthetic CTs. Early Discovery of Emerging Entities in Microblogs. Optimal Decision Making Under Strategic Behavior. Hierarchical Contextualized Representation for Named Entity Recognition. Scalable Fine-grained Gen …
Paper Group ANR 392

Paper Group ANR 392

January 30, 2020

Transferable Recognition-Aware Image Processing. Improvement of Batch Normalization in Imbalanced Data. Theoretical Foundations of Defeasible Description Logics. Deep Generative Graph Distribution Learning for Synthetic Power Grids. Finding Your Voice: The Linguistic Development of Mental Health Counselors. JParaCrawl: A Large Scale Web-Based Engli …