Text Generation

Paper Group ANR 90

January 31, 2020

Pre-Training Graph Neural Networks for Generic Structural Feature Extraction. Remote Photoplethysmograph Signal Measurement from Facial Videos Using Spatio-Temporal Networks. Sketchforme: Composing Sketched Scenes from Text Descriptions for Interactive Applications. Steady-State Control and Machine Learning of Large-Scale Deformable Mirror Models. …

Paper Group AWR 388

January 31, 2020

On Single Source Robustness in Deep Fusion Models. Predicting materials properties without crystal structure: Deep representation learning from stoichiometry. Predicting Research Trends with Semantic and Neural Networks with an application in Quantum Physics. Understanding and Controlling Memory in Recurrent Neural Networks. Calculating Optimistic …

Paper Group AWR 392

January 31, 2020

Traffic map prediction using UNet based deep convolutional neural network. OmniNet: A unified architecture for multi-modal multi-task learning. Composable Effects for Flexible and Accelerated Probabilistic Programming in NumPyro. nnU-Net: Breaking the Spell on Successful Medical Image Segmentation. Real numbers, data science and chaos: How to fit a …

Paper Group AWR 402

January 31, 2020

An Empirical Study of Content Understanding in Conversational Question Answering. AutoML: Exploration v.s. Exploitation. Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels. Copy mechanism and tailored training for character-based data-to-text generation. Construct Dynamic Graphs for Hand Gesture Recognition via Spa …

Paper Group AWR 421

January 31, 2020

Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks. Emerging Convolutions for Generative Normalizing Flows. Automatic Temporally Coherent Video Colorization. SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses. A Personalized Subreddit Recommendation …

Paper Group AWR 429

January 31, 2020

Online Multi-Object Tracking with Dual Matching Attention Networks. Know Your Boundaries: Constraining Gaussian Processes by Variational Harmonic Features. daBNN: A Super Fast Inference Framework for Binary Neural Networks on ARM devices. A Higher-Order Swiss Army Infinitesimal Jackknife. VarGFaceNet: An Efficient Variable Group Convolutional Neura …

Paper Group AWR 436

January 31, 2020

TransNet: A deep network for fast detection of common shot transitions. Representation Learning-Assisted Click-Through Rate Prediction. Quasi-Newton Methods for Deep Learning: Forget the Past, Just Sample. Theory of the Frequency Principle for General Deep Neural Networks. Persistency of Excitation for Robustness of Neural Networks. Cascaded LSTMs …

Paper Group AWR 437

January 31, 2020

Riemannian adaptive stochastic gradient algorithms on matrix manifolds. DoorGym: A Scalable Door Opening Environment And Baseline Agent. Efficient Derivative Computation for Cumulative B-Splines on Lie Groups. Robustness for Non-Parametric Classification: A Generic Attack and Defense. #MeTooMaastricht: Building a chatbot to assist survivors of sexu …

Paper Group AWR 445

January 31, 2020

MR-GNN: Multi-Resolution and Dual Graph Neural Network for Predicting Structured Entity Interactions. Recursive Estimation for Sparse Gaussian Process Regression. Automatic Text-based Personality Recognition on Monologues and Multiparty Dialogues Using Attentive Networks and Contextual Embeddings. A Benchmark for Anomaly Segmentation. Style Transfo …

Paper Group AWR 446

January 31, 2020

Cap2Det: Learning to Amplify Weak Caption Supervision for Object Detection. DCSO: Dynamic Combination of Detector Scores for Outlier Ensembles. Retrospective and Prospective Mixture-of-Generators for Task-oriented Dialogue Response Generation. Trident Segmentation CNN: A Spatiotemporal Transformation CNN for Punctate White Matter Lesions Segmentati …

Paper Group AWR 453

January 31, 2020

On Adversarial Removal of Hypothesis-only Bias in Natural Language Inference. Understanding the Representation Power of Graph Neural Networks in Learning Graph Topology. Receding Horizon Curiosity. GLTR: Statistical Detection and Visualization of Generated Text. $Σ$-net: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR I …

Paper Group ANR 211

January 30, 2020

Binary Stochastic Representations for Large Multi-class Classification. Improved Forecasting of Cryptocurrency Price using Social Signals. Macrocanonical Models for Texture Synthesis. An Automatic Design Framework of Swarm Pattern Formation based on Multi-objective Genetic Programming. CogCompTime: A Tool for Understanding Time in Natural Language …

Paper Group ANR 212

January 30, 2020

Learning fashion compatibility across apparel categories for outfit recommendation. Hybrid Approaches for our Participation to the n2c2 Challenge on Cohort Selection for Clinical Trials. The What-If Tool: Interactive Probing of Machine Learning Models. Deep Trajectory for Recognition of Human Behaviours. On Approximate Nonlinear Gaussian Message Pa …

Paper Group ANR 217

January 30, 2020

EyeCar: Modeling the Visual Attention Allocation of Drivers in Semi-Autonomous Vehicles. Leveraging sentence similarity in natural language generation: Improving beam search using range voting. Tensor Graph Convolutional Networks for Prediction on Dynamic Graphs. Regret Bounds for Thompson Sampling in Episodic Restless Bandit Problems. Zero-Shot De …

Paper Group ANR 234

January 30, 2020

Blind Geometric Distortion Correction on Images Through Deep Learning. Improving One-shot NAS by Suppressing the Posterior Fading. Semi-Supervised Semantic Matching. Synthesis of Realistic ECG using Generative Adversarial Networks. Towards Content Transfer through Grounded Text Generation. An Update on Machine Learning in Neuro-oncology Diagnostics …

Paper Group ANR 278

January 30, 2020

Human Face Expressions from Images - 2D Face Geometry and 3D Face Local Motion versus Deep Neural Features. Conditionally-additive-noise Models for Structure Learning. Regularized Hierarchical Policies for Compositional Transfer in Robotics. Griffon: Reasoning about Job Anomalies with Unlabeled Data in Cloud-based Platforms. Data-driven model reduc …

Paper Group ANR 283

January 30, 2020

Risk-Averse Planning Under Uncertainty. Deep-learning estimation of band gap with the reading-periodic-table method and periodic convolution layer. Deep learning as optimal control problems: models and numerical methods. Early Action Prediction with Generative Adversarial Networks. Inner-product Kernels are Asymptotically Equivalent to Binary Discr …

Paper Group ANR 291

January 30, 2020

Few-Shot and Zero-Shot Learning for Historical Text Normalization. Multi-Task Learning for Coherence Modeling. 5D Light Field Synthesis from a Monocular Video. Time-Varying Interaction Estimation Using Ensemble Methods. Multitask Learning for Blackmarket Tweet Detection. Space Navigator: a Tool for the Optimization of Collision Avoidance Maneuvers. …

Paper Group ANR 295

January 30, 2020

Building a Benchmark Dataset and Classifiers for Sentence-Level Findings in AP Chest X-rays. Logistic principal component analysis via non-convex singular value thresholding. DaTscan SPECT Image Classification for Parkinson’s Disease. SRG: Snippet Relatedness-based Temporal Action Proposal Generator. Anomaly Detection in Traffic Scenes via Spatial- …

Paper Group ANR 298

January 30, 2020

Deep-Aligned Convolutional Neural Network for Skeleton-based Action Recognition and Segmentation. Curvature: A signature for Action Recognition in Video Sequences. Deep Compressed Sensing. Learning robust visual representations using data augmentation invariance. Iterative Self-Learning: Semi-Supervised Improvement to Dataset Volumes and Model Accu …

Paper Group ANR 348

January 30, 2020

In Search for Linear Relations in Sentence Embedding Spaces. Mining User Behaviour from Smartphone data: a literature review. Active Adversarial Evader Tracking with a Probabilistic Pursuer under the Pursuit-Evasion Game Framework. On the Multiple Descent of Minimum-Norm Interpolants and Restricted Lower Isometry of Kernels. Properties and Extensio …

Paper Group ANR 361

January 30, 2020

SANVis: Visual Analytics for Understanding Self-Attention Networks. Compositional Generalization in Image Captioning. Causality and Bayesian network PDEs for multiscale representations of porous media. Attention-based Fusion for Outfit Recommendation. Bilinear Bandits with Low-rank Structure. Transfer Reward Learning for Policy Gradient-Based Text …

Paper Group ANR 395

January 30, 2020

Natural- to formal-language generation using Tensor Product Representations. Sketch-based Randomized Algorithms for Dynamic Graph Regression. On Connections between Constrained Optimization and Reinforcement Learning. Tracking Discrete and Continuous Entity State for Process Understanding. Efficient Retrieval of Logos Using Rough Set Reducts. Schem …

Paper Group ANR 410

January 30, 2020

Blind Deconvolution Microscopy Using Cycle Consistent CNN with Explicit PSF Layer. Iterative Channel Estimation for Discrete Denoising under Channel Uncertainty. Coupled CycleGAN: Unsupervised Hashing Network for Cross-Modal Retrieval. Multi-Task Learning with Language Modeling for Question Generation. Electrical Impedance Tomography based on Genet …

Paper Group ANR 419

January 30, 2020

Is artificial data useful for biomedical Natural Language Processing algorithms?. Towards Integration of Statistical Hypothesis Tests into Deep Neural Networks. SCEF: A Support-Confidence-aware Embedding Framework for Knowledge Graph Refinement. A Unifying Framework for Variance Reduction Algorithms for Finding Zeroes of Monotone Operators. The Kik …

Paper Group ANR 430

January 30, 2020

Mining GOLD Samples for Conditional GANs. Energy-Efficient Processing and Robust Wireless Cooperative Transmission for Edge Inference. Natural Language Generation at Scale: A Case Study for Open Domain Question Answering. $\sqrt{n}$-Regret for Learning in Markov Decision Processes with Function Approximation and Low Bellman Rank. The double traveli …

Paper Group ANR 432

January 30, 2020

An Effective Label Noise Model for DNN Text Classification. Diagnostic Curves for Black Box Models. Assessment of Shift-Invariant CNN Gaze Mappings for PS-OG Eye Movement Sensors. Adversarial Sub-sequence for Text Generation. Hierarchical Attention Generative Adversarial Networks for Cross-domain Sentiment Classification. Mean-Field Langevin Dynami …

Paper Group ANR 443

January 30, 2020

Dependency-Aware Named Entity Recognition with Relative and Global Attentions. Automated Curriculum Learning for Turn-level Spoken Language Understanding with Weak Supervision. An Improved Tobit Kalman Filter with Adaptive Censoring Limits. Taking Care of The Discretization Problem:A Black-Box Adversarial Image Attack in Discrete Integer Domain. Br …