Text Generation

Paper Group ANR 1052

January 28, 2020

Predictive properties of forecast combination, ensemble methods, and Bayesian predictive synthesis. Probabilistic Point Cloud Reconstructions for Vertebral Shape Analysis. TuNet: End-to-end Hierarchical Brain Tumor Segmentation using Cascaded Networks. Automated Video Game Testing Using Synthetic and Human-Like Agents. Memory efficient brain tumor …

Paper Group ANR 772

January 28, 2020

Biases for Emergent Communication in Multi-agent Reinforcement Learning. LOGAN: Unpaired Shape Transform in Latent Overcomplete Space. Adversarial Attacks on Spoofing Countermeasures of automatic speaker verification. Human detection of machine manipulated media. Self-Adaptive Soft Voice Activity Detection using Deep Neural Networks for Robust Spea …

Paper Group ANR 778

January 28, 2020

An End-to-End Network for Generating Social Relationship Graphs. Generative Graph Convolutional Network for Growing Graphs. c-TextGen: Conditional Text Generation for Harmonious Human-Machine Interaction. TransSent: Towards Generation of Structured Sentences with Discourse Marker. AppsPred: Predicting Context-Aware Smartphone Apps using Random Fore …

Paper Group ANR 786

January 28, 2020

Replacing the do-calculus with Bayes rule. Joint group and residual sparse coding for image compressive sensing. Design Space Exploration of Hardware Spiking Neurons for Embedded Artificial Intelligence. Multi-Resolution Weak Supervision for Sequential Data. Galaxy classification: A machine learning analysis of GAMA catalogue data. STEERAGE: Synthe …

Paper Group ANR 787

January 28, 2020

On Generalization Error Bounds of Noisy Gradient Methods for Non-Convex Learning. Ordinal Monte Carlo Tree Search. Improved Variational Neural Machine Translation by Promoting Mutual Information. Representing Formal Languages: A Comparison Between Finite Automata and Recurrent Neural Networks. Replication-based emulation of the response distributio …

Paper Group ANR 812

January 28, 2020

Deep Learning with Persistent Homology for Orbital Angular Momentum (OAM) Decoding. Deep Structured Implicit Functions. Multiway clustering via tensor block models. Big Bidirectional Insertion Representations for Documents. Neural Collision Clearance Estimator for Fast Robot Motion Planning. Control of nonlinear, complex and black-boxed greenhouse …

Paper Group ANR 820

January 28, 2020

Learning undirected models via query training. Optimal Convergence Rate of Hamiltonian Monte Carlo for Strongly Logconcave Distributions. A Holistic Natural Language Generation Framework for the Semantic Web. Spatial Pyramid Encoding with Convex Length Normalization for Text-Independent Speaker Verification. Novel diffusion-derived distance measure …

Paper Group ANR 824

January 28, 2020

Table-to-Text Generation with Effective Hierarchical Encoder on Three Dimensions (Row, Column and Time). Self-Organizing Maps with Variable Input Length for Motif Discovery and Word Segmentation. Online Multiple Pedestrian Tracking using Deep Temporal Appearance Matching Association. Reinforced Genetic Algorithm Learning for Optimizing Computation …

Paper Group ANR 853

January 28, 2020

Degraded Historical Documents Images Binarization Using a Combination of Enhanced Techniques. Open Set Domain Adaptation for Image and Action Recognition. Predicting Soil pH by Using Nearest Fields. The Semantic Mutex Watershed for Efficient Bottom-Up Semantic Instance Segmentation. On the Vulnerability of CNN Classifiers in EEG-Based BCIs. Develop …

Paper Group ANR 860

January 28, 2020

Multi-Context Term Embeddings: the Use Case of Corpus-based Term Set Expansion. An End-to-End Framework to Identify Pathogenic Social Media Accounts on Twitter. Reinforced Imitation in Heterogeneous Action Space. Modelling Segmented Cardiotocography Time-Series Signals Using One-Dimensional Convolutional Neural Networks for the Early Detection of A …

Paper Group ANR 870

January 28, 2020

Population-aware Hierarchical Bayesian Domain Adaptation via Multiple-component Invariant Learning. What can computational models learn from human selective attention? A review from an audiovisual crossmodal perspective. Unwanted Advances in Higher Education: Uncovering Sexual Harassment Experiences in Academia with Text Mining. Training Deep Neura …

Paper Group ANR 879

January 28, 2020

HistoNet: Predicting size histograms of object instances. Multi-Preference Actor Critic. Self-supervised Object Motion and Depth Estimation from Video. An Evaluation of Transfer Learning for Classifying Sales Engagement Emails at Large Scale. Adaptive Symmetric Reward Noising for Reinforcement Learning. Escaping Saddle Points with Adaptive Gradient …

Paper Group ANR 935

January 28, 2020

Structural Recurrent Neural Network for Traffic Speed Prediction. Robust Monocular Edge Visual Odometry through Coarse-to-Fine Data Association. Zero-Shot Task Transfer. Data Efficient Voice Cloning for Neural Singing Synthesis. Faster Neural Network Training with Data Echoing. Neural Network based End-to-End Query by Example Spoken Term Detection. …

Paper Group ANR 960

January 28, 2020

Glottal Source Processing: from Analysis to Applications. Attention Interpretability Across NLP Tasks. NODE: Extreme Low Light Raw Image Denoising using a Noise Decomposition Network. Video Summarization via Actionness Ranking. Widely Linear Kernels for Complex-Valued Kernel Activation Functions. Improving Human Text Comprehension through Semi-Mark …

Paper Group ANR 967

January 28, 2020

A Scalable Approach for Facial Action Unit Classifier Training UsingNoisy Data for Pre-Training. Patch Clustering for Representation of Histopathology Images. Optimal Attacks on Reinforcement Learning Policies. Policy Based Inference in Trick-Taking Card Games. Uncertainty Estimates for Ordinal Embeddings. Gradient Sparification for Asynchronous Di …

Paper Group ANR 969

January 28, 2020

Investigation of Initialization Strategies for the Multiple Instance Adaptive Cosine Estimator. k-Relevance Vectors for Pattern Classification. Cross-lingual Visual Verb Sense Disambiguation. AttoNets: Compact and Efficient Deep Neural Networks for the Edge via Human-Machine Collaborative Design. Image Captioning with Sparse Recurrent Neural Networ …

Paper Group ANR 972

January 28, 2020

The Performance of Machine and Deep Learning Classifiers in Detecting Zero-Day Vulnerabilities. On Space-spectrum Uncertainty Analysis for Coded Aperture Systems. CNN-based Semantic Segmentation using Level Set Loss. Contrast Optimization And Local Adaptation (COALA) for HDR Compression. DAWN: Dual Augmented Memory Network for Unsupervised Video Ob …

Paper Group ANR 979

January 28, 2020

Contextual Bandits Evolving Over Finite Time. Cross-Domain Conditional Generative Adversarial Networks for Stereoscopic Hyperrealism in Surgical Training. Making Neural Machine Reading Comprehension Faster. Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented Graphs. Machine Reading Comprehension for Answer Re-Ranking i …

Paper Group ANR 987

January 28, 2020

Deep Learning Under the Microscope: Improving the Interpretability of Medical Imaging Neural Networks. Towards Deep Learning-Based EEG Electrode Detection Using Automatically Generated Labels. Thyroid Cancer Malignancy Prediction From Whole Slide Cytopathology Images. InfoMask: Masked Variational Latent Representation to Localize Chest Disease. It …

Paper Group ANR 988

January 28, 2020

Using Quantifier Elimination to Enhance the Safety Assurance of Deep Neural Networks. Privacy is What We Care About: Experimental Investigation of Federated Learning on Edge Devices. Estimation of Spectral Risk Measures. Generating an Explainable ECG Beat Space With Variational Auto-Encoders. SchrödingeRNN: Generative Modeling of Raw Audio as a Con …

Paper Group ANR 991

January 28, 2020

Two-stage Training for Chinese Dialect Recognition. Ghost Units Yield Biologically Plausible Backprop in Deep Neural Networks. Online Reinforcement Learning of Optimal Threshold Policies for Markov Decision Processes. Adversarial Training for Multilingual Acoustic Modeling. Assessing the Benchmarking Capacity of Machine Reading Comprehension Datase …

Paper Group ANR 1081

January 27, 2020

A Power Efficient Artificial Neuron Using Superconducting Nanowires. A joint text mining-rank size investigation of the rhetoric structures of the US Presidents’ speeches. NeuralHydrology – Interpreting LSTMs in Hydrology. Bayesian Optimization Approach for Analog Circuit Synthesis Using Neural Network. Annotation and Classification of Sentence-le …

Paper Group ANR 1105

January 27, 2020

Benchmarking Surrogate-Assisted Genetic Recommender Systems. Text classification with pixel embedding. Frequentist Consistency of Gaussian Process Regression. Stochasticity and Robustness in Spiking Neural Networks. Benchmarking the Robustness of Semantic Segmentation Models. Two Birds, One Stone: A Simple, Unified Model for Text Generation from St …

Paper Group ANR 1128

January 27, 2020

Automatically Generating Macro Research Reports from a Piece of News. PipeMare: Asynchronous Pipeline Parallel DNN Training. Inferring the Optimal Policy using Markov Chain Monte Carlo. Walsh-Hadamard Variational Inference for Bayesian Deep Learning. How does Grammatical Gender Affect Noun Representations in Gender-Marking Languages?. LO-Net: Deep …

Paper Group ANR 1129

January 27, 2020

ER-AE: Differentially-private Text Generation for Authorship Anonymization. Completing and Debugging Ontologies: state of the art and challenges. Fully Automatic Brain Tumor Segmentation using a Normalized Gaussian Bayesian Classifier and 3D Fluid Vector Flow. Guiding Variational Response Generator to Exploit Persona. Post-mortem Iris Decomposition …

Paper Group ANR 1144

January 27, 2020

Estimation of crowd density applying wavelet transform and machine learning. NeuroPod: a real-time neuromorphic spiking CPG applied to robotics. Discriminative Video Representation Learning Using Support Vector Classifiers. Water Supply Prediction Based on Initialized Attention Residual Network. Recent Trends in Deep Learning Based Personality Dete …

Paper Group ANR 1158

January 27, 2020

Data augmentation for low resource sentiment analysis using generative adversarial networks. The excluded area of two-dimensional hard particles. Efficient video indexing for monitoring disease activity and progression in the upper gastrointestinal tract. TreeCaps: Tree-Structured Capsule Networks for Program Source Code Processing. Cross-Lingual S …

Paper Group ANR 1189

January 27, 2020

Towards Interpretable Image Synthesis by Learning Sparsely Connected AND-OR Networks. Training Deep Learning Models via Synthetic Data: Application in Unmanned Aerial Vehicles. DNNVM : End-to-End Compiler Leveraging Heterogeneous Optimizations on FPGA-based CNN Accelerators. Revisiting Landscape Analysis in Deep Neural Networks: Eliminating Decreas …