Abstractive Text Summarization

Paper Group AWR 114

October 21, 2019

Neural Wavetable: a playable wavetable synthesizer using neural networks. Complementary-Label Learning for Arbitrary Losses and Models. Look into Person: Joint Body Parsing & Pose Estimation Network and A New Benchmark. Dimensionality’s Blessing: Clustering Images by Underlying Distribution. Learning Semantic Sentence Embeddings using Sequential Pa …

Paper Group AWR 119

October 21, 2019

Structured Interpretation of Temporal Relations. Scene Text Detection and Recognition: The Deep Learning Era. On the Dimensionality of Word Embedding. CFENet: An Accurate and Efficient Single-Shot Object Detector for Autonomous Driving. Simulation-based Adversarial Test Generation for Autonomous Vehicles with Machine Learning Components. Lovasz Con …

Paper Group AWR 125

October 21, 2019

Let’s Dance: Learning From Online Dance Videos. Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic Understanding. Movie Recommendation System using Sentiment Analysis from Microblogging Data. An Introductory Survey on Attention Mechanisms in NLP Problems. Near-lossless Binarization of Word Embeddings. Learning to Encode T …

Paper Group AWR 131

October 21, 2019

A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents. Local Spectral Graph Convolution for Point Set Feature Learning. Scheduled Policy Optimization for Natural Language Communication with Intelligent Agents. MLtuner: System Support for Automatic Machine Learning Tuning. Traffic Graph Convolutional Recurrent Neural Netw …

Paper Group AWR 14

October 21, 2019

Understanding Humans in Crowded Scenes: Deep Nested Adversarial Learning and A New Benchmark for Multi-Human Parsing. A Fusion Approach for Multi-Frame Optical Flow Estimation. SpotTune: Transfer Learning through Adaptive Fine-tuning. Automatic Instrument Segmentation in Robot-Assisted Surgery Using Deep Learning. Counterfactually Fair Prediction U …

Paper Group AWR 41

October 21, 2019

SWRL2SPIN: A tool for transforming SWRL rule bases in OWL ontologies to object-oriented SPIN rules. Spoken SQuAD: A Study of Mitigating the Impact of Speech Recognition Errors on Listening Comprehension. A Fast Proximal Point Method for Computing Exact Wasserstein Distance. Graph Convolutional Networks for Text Classification. Efficient Neural Netw …

Paper Group AWR 84

October 21, 2019

Fast and Accurate Tensor Completion with Total Variation Regularized Tensor Trains. Complex Unitary Recurrent Neural Networks using Scaled Cayley Transform. ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design. Toward Abstractive Summarization Using Semantic Representations. Familia: A Configurable Topic Modeling Framework for …

Paper Group AWR 92

October 21, 2019

The Matrix Calculus You Need For Deep Learning. Global-Locally Self-Attentive Dialogue State Tracker. SAFE: A Neural Survival Analysis Model for Fraud Early Detection. MesoNet: a Compact Facial Video Forgery Detection Network. Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning. Learning Compressed Transforms wi …

Paper Group ANR 49

October 20, 2019

Self-Contained Stylization via Steganography for Reverse and Serial Style Transfer. Learning Multi-Layer Transform Models. Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization. The UN Parallel Corpus Annotated for Translation Direction. Learning without Memorizing. Learning Sound Events From …

Paper Group ANR 85

October 20, 2019

UMDSub at SemEval-2018 Task 2: Multilingual Emoji Prediction Multi-channel Convolutional Neural Network on Subword Embedding. UniMorph 2.0: Universal Morphology. Abstractive Text Summarization by Incorporating Reader Comments. Multi-task Learning of Pairwise Sequence Classification Tasks Over Disparate Label Spaces. From probabilistic graphical mod …

Paper Group AWR 171

October 20, 2019

Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction. Mixtures of Skewed Matrix Variate Bilinear Factor Analyzers. Abstractive Summarization Using Attentive Neural Techniques. Applying Machine Learning To Maize Traits Prediction. Efficient Autotuning of Hyperparameters in Approximate Nearest Neighbor Search. Numeracy …

Paper Group AWR 182

October 20, 2019

Calibrated Prediction Intervals for Neural Network Regressors. CompNet: Complementary Segmentation Network for Brain MRI Extraction. Geo-Supervised Visual Depth Prediction. Parameter Transfer Extreme Learning Machine based on Projective Model. Bio-inspired digit recognition using reward-modulated spike-timing-dependent plasticity in deep convolutio …

Paper Group AWR 186

October 20, 2019

Alarm-Based Prescriptive Process Monitoring. Segmentation of Scanning Tunneling Microscopy Images Using Variational Methods and Empirical Wavelets. Efficient Video Object Segmentation via Network Modulation. Differentiable Antithetic Sampling for Variance Reduction in Stochastic Variational Inference. Conditional WaveGAN. Role action embeddings: sc …

Paper Group AWR 207

October 20, 2019

Self-Imitation Learning. Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples. Cross-Target Stance Classification with Self-Attention Networks. Appendix - Recommended Statistical Significance Tests for NLP Tasks. Abstractive Summarization of Reddit Posts with Multi-level Memory Networks. Semantic Human …

Paper Group AWR 246

October 20, 2019

Shuffle-Then-Assemble: Learning Object-Agnostic Visual Relationship Features. Car Monitoring System in Apartment Garages by Small Autonomous Car using Deep Learning. Zoom-Net: Mining Deep Feature Interactions for Visual Relationship Recognition. tempoGAN: A Temporally Coherent, Volumetric GAN for Super-resolution Fluid Flow. Towards Automated Deep …

Paper Group AWR 272

October 20, 2019

Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson’s Disease. Speech waveform synthesis from MFCC sequences with generative adversarial networks. MeanSum: A Neural Model for Unsupervised Multi-document Abstractive Summarization. Hypothesis Only Baselines in Natural Language Inference. Relative Pairwise …

Paper Group AWR 310

October 20, 2019

Distractor-aware Siamese Networks for Visual Object Tracking. DQN-TAMER: Human-in-the-Loop Reinforcement Learning with Intractable Feedback. A multi-contrast MRI approach to thalamus segmentation. Evolving simple programs for playing Atari games. Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression. Fictitious GAN: Training GANs …

Paper Group AWR 347

October 20, 2019

On Extensions of CLEVER: A Neural Network Robustness Evaluation Algorithm. Discrete Autoencoders for Sequence Models. Measuring the quality of Synthetic data for use in competitions. BayesGrad: Explaining Predictions of Graph Convolutional Networks. Guided Neural Language Generation for Abstractive Summarization using Abstract Meaning Representatio …

Paper Group ANR 276

October 19, 2019

Continuous-time Value Function Approximation in Reproducing Kernel Hilbert Spaces. Overhead Detection: Beyond 8-bits and RGB. Counterfactual Mean Embeddings. Semiparametrical Gaussian Processes Learning of Forward Dynamical Models for Navigating in a Circular Maze. Dependency-based Hybrid Trees for Semantic Parsing. Distinct patterns of syntactic a …

Paper Group ANR 291

October 19, 2019

VIBNN: Hardware Acceleration of Bayesian Neural Networks. Decision-Making with Belief Functions: a Review. Finite Sample Analysis of the GTD Policy Evaluation Algorithms in Markov Setting. On How Well Generative Adversarial Networks Learn Densities: Nonparametric and Parametric Results. Towards a Neural Network Approach to Abstractive Multi-Documen …

Paper Group ANR 455

October 18, 2019

How would surround vehicles move? A Unified Framework for Maneuver Classification and Motion Prediction. Implicit regularization and solution uniqueness in over-parameterized matrix sensing. Action Machine: Rethinking Action Recognition in Trimmed Videos. ComQA: A Community-sourced Dataset for Complex Factoid Question Answering with Paraphrase Clus …

Paper Group ANR 462

October 18, 2019

Spatiotemporal Prediction of Ambulance Demand using Gaussian Process Regression. Video Description: A Survey of Methods, Datasets and Evaluation Metrics. Variational Selection of Features for Molecular Kinetics. Redundancy Coefficient Gradual Up-weighting-based Mutual Information Feature Selection Technique for Crypto-ransomware Early Detection. Un …

Paper Group ANR 469

October 18, 2019

Variational Information Bottleneck on Vector Quantized Autoencoders. Investigating Audio, Visual, and Text Fusion Methods for End-to-End Automatic Personality Prediction. Interpretable Spatio-temporal Attention for Video Action Recognition. An Overview of Machine Teaching. Improving Moderation of Online Discussions via Interpretable Neural Models. …

Paper Group ANR 486

October 18, 2019

Real-Time Stereo Vision on FPGAs with SceneScan. DSVO: Direct Stereo Visual Odometry. A Low Effort Approach to Structured CNN Design Using PCA. Uncertainty Modelling in Deep Networks: Forecasting Short and Noisy Series. Realizing Intelligence. Hierarchical Reinforcement Learning with Hindsight. Automated labeling of bugs and tickets using attention …

Paper Group ANR 487

October 18, 2019

A Hybrid Word-Character Approach to Abstractive Summarization. Diverse Beam Search for Increased Novelty in Abstractive Summarization. Image-derived generative modeling of pseudo-macromolecular structures - towards the statistical assessment of Electron CryoTomography template matching. Conditional Noise-Contrastive Estimation of Unnormalised Model …

Paper Group ANR 564

October 18, 2019

EENMF: An End-to-End Neural Matching Framework for E-Commerce Sponsored Search. Power-Grid Controller Anomaly Detection with Enhanced Temporal Deep Learning. Saliency Map Estimation for Omni-Directional Image Considering Prior Distributions. Controlling Decoding for More Abstractive Summaries with Copy-Based Networks. PACT: Parameterized Clipping A …

Paper Group ANR 682

October 17, 2019

R$^3$-Net: A Deep Network for Multi-oriented Vehicle Detection in Aerial Images and Videos. Relational dynamic memory networks. Generative Models for Spear Phishing Posts on Social Media. Vehicle Re-identification Using Quadruple Directional Deep Learning Features. Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Represe …

Paper Group ANR 709

October 17, 2019

Discriminative Cross-View Binary Representation Learning. Rethinking Diversified and Discriminative Proposal Generation for Visual Grounding. Interval-based Prediction Uncertainty Bound Computation in Learning with Missing Values. A Scalable Framework for Trajectory Prediction. PCA-Based Missing Information Imputation for Real-Time Crash Likelihood …