Abstractive Text Summarization

Paper Group ANR 180

January 31, 2020

Exploring Context, Attention and Audio Features for Audio Visual Scene-Aware Dialog. Leveraging Topics and Audio Features with Multimodal Attention for Audio Visual Scene-Aware Dialog. Studying Software Engineering Patterns for Designing Machine Learning Systems. Co-Evolutionary Compression for Unpaired Image Translation. Order Optimal One-Shot Dis …

Paper Group AWR 380

January 31, 2020

ProductNet: a Collection of High-Quality Datasets for Product Representation Learning. Single-Stage Multi-Person Pose Machines. STAGE: Spatio-Temporal Attention on Graph Entities for Video Action Detection. Opponent Aware Reinforcement Learning. Identifying and Analyzing Cryptocurrency Manipulations in Social Media. GAC-GAN: A General Method for Ap …

Paper Group AWR 389

January 31, 2020

Orthogonal Statistical Learning. Learning to Transfer: Unsupervised Meta Domain Translation. WONDER: Weighted one-shot distributed ridge regression in high dimensions. TGG: Transferable Graph Generation for Zero-shot and Few-shot Learning. Outfit Compatibility Prediction and Diagnosis with Multi-Layered Comparison Network. Overcoming Data Limitatio …

Paper Group AWR 447

January 31, 2020

ALFA: Agglomerative Late Fusion Algorithm for Object Detection. Improving Deep Lesion Detection Using 3D Contextual and Spatial Attention. Towards Scalable Multi-domain Conversational Agents: The Schema-Guided Dialogue Dataset. Semantic Matching of Documents from Heterogeneous Collections: A Simple and Transparent Method for Practical Applications. …

Paper Group ANR 227

January 30, 2020

Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph Generation. Distributed Equivalent Substitution Training for Large-Scale Recommender Systems. Topic Augmented Generator for Abstractive Summarization. A robust method based on LOVO functions for solving least squares problems. Fast Color Constancy with Patch-wise Bright Pixels. Me …

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 644

January 29, 2020

Maximum Likelihood Estimation for Learning Populations of Parameters. UDS–DFKI Submission to the WMT2019 Similar Language Translation Shared Task. Graph Matching Networks for Learning the Similarity of Graph Structured Objects. Unsupervised Multi-Document Opinion Summarization as Copycat-Review Generation. Learning Key-Value Store Design. Online E …

Paper Group ANR 681

January 29, 2020

A Memetic Algorithm Based on Breakout Local Search for the Generalized Travelling Salesman Problem. Differentiable Combinatorial Losses through Generalized Gradients of Linear Programs. A mathematical model for universal semantics. Avaya Conversational Intelligence: A Real-Time System for Spoken Language Understanding in Human-Human Call Center Con …

Paper Group ANR 715

January 29, 2020

Auto-Model: Utilizing Research Papers and HPO Techniques to Deal with the CASH problem. Deep learning-based survival prediction for multiple cancer types using histopathology images. On Conditioning GANs to Hierarchical Ontologies. Multi-Frame Content Integration with a Spatio-Temporal Attention Mechanism for Person Video Motion Transfer. Data Samp …

Paper Group ANR 719

January 29, 2020

Applications of Generative Adversarial Models in Visual Search Reformulation. Multimodal Abstractive Summarization for How2 Videos. Still no free lunches: the price to pay for tighter PAC-Bayes bounds. Vouw: Geometric Pattern Mining using the MDL Principle. Classification Accuracy Score for Conditional Generative Models. Eigenvalue and Generalized …

Paper Group ANR 722

January 29, 2020

Improved Document Modelling with a Neural Discourse Parser. Segmentation of Lumen and External Elastic Laminae in Intravascular Ultrasound Images using Ultrasonic Backscattering Physics Initialized Multiscale Random Walks. Analysis of Software Engineering for Agile Machine Learning Projects. Ludwig: a type-based declarative deep learning toolbox. D …

Paper Group ANR 757

January 29, 2020

The Quo Vadis submission at Traffic4cast 2019. Neural Abstractive Text Summarization and Fake News Detection. Learning Feature Interactions with Lorentzian Factorization Machine. On the Impact of the Activation Function on Deep Neural Networks Training. Addressing Delayed Feedback for Continuous Training with Neural Networks in CTR prediction. Scen …

Paper Group ANR 770

January 28, 2020

Global Fitting of the Response Surface via Estimating Multiple Contours of a Simulator. Visualizing High Dimensional Dynamical Processes. Deep Learning Approach on Information Diffusion in Heterogeneous Networks. A Convolutional Forward and Back-Projection Model for Fan-Beam Geometry. L 1-norm double backpropagation adversarial defense. Perceptuall …

Paper Group ANR 818

January 28, 2020

Semantic Source Code Search: A Study of the Past and a Glimpse at the Future. Short-term prediction of Electricity Outages Caused by Convective Storms. Tight Kernel Query Complexity of Kernel Ridge Regression and Kernel $k$-means Clustering. It’s All in the Name: Mitigating Gender Bias with Name-Based Counterfactual Data Substitution. Mental Task C …

Paper Group ANR 1083

January 27, 2020

Learning to Generalize from Sparse and Underspecified Rewards. Malware Detection Using Dynamic Birthmarks. Deep Learning Algorithms to Isolate and Quantify the Structures of the Anterior Segment in Optical Coherence Tomography Images. Teaching deep neural networks to localize sources in super-resolution microscopy by combining simulation-based lear …

Paper Group ANR 1084

January 27, 2020

Concatenated Feature Pyramid Network for Instance Segmentation. Fine-Grained Visual Recognition with Batch Confusion Norm. Point-less: More Abstractive Summarization with Pointer-Generator Networks. Tightly Coupled 3D Lidar Inertial Odometry and Mapping. Coarse2Fine: A Two-stage Training Method for Fine-grained Visual Classification. Few-shot Learn …

Paper Group ANR 1115

January 27, 2020

Sequential Learning of Convolutional Features for Effective Text Classification. Local Distribution Obfuscation via Probability Coupling. Visual Backpropagation. Federated Learning for Coalition Operations. A Review of Visual Trackers and Analysis of its Application to Mobile Robot. Adaptive Variance for Changing Sparse-Reward Environments. Deep Re …

Paper Group ANR 1298

January 27, 2020

Uncertainty Based Detection and Relabeling of Noisy Image Labels. Improving Sequence-to-Sequence Learning via Optimal Transport. On the Robustness of Human Pose Estimation. Hamiltonian Generative Networks. Interpreting Verbal Irony: Linguistic Strategies and the Connection to the Type of Semantic Incongruity. Vector Field Neural Networks. Conceptor …

Paper Group ANR 1395

January 26, 2020

Semisupervised Clustering by Queries and Locally Encodable Source Coding. Bayesian inversion for nanowire field-effect sensors. Prediction of Workplace Injuries. Feature-Set-Engineering for Detecting Freezing of Gait in Parkinson’s Disease using Deep Recurrent Neural Networks. Learning to Interactively Learn and Assist. Automatic Surface Area and V …

Paper Group ANR 1414

January 26, 2020

Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports. Local Score Dependent Model Explanation for Time Dependent Covariates. Learning Pixel Representations for Generic Segmentation. Analysis of critical parameters of satellite stereo image for 3D reconstruction and mapping. Automated 3D recovery from very high r …

Paper Group ANR 1424

January 26, 2020

What Can ResNet Learn Efficiently, Going Beyond Kernels?. IRF: Interactive Recommendation through Dialogue. Parallelized Training of Restricted Boltzmann Machines using Markov-Chain Monte Carlo Methods. It’s Not Whom You Know, It’s What You (or Your Friends) Can Do: Succint Coalitional Frameworks for Network Centralities. Parallelising MCMC via Ran …

Paper Group ANR 1430

January 26, 2020

Seismic data interpolation based on U-net with texture loss. Remote Estimation of Free-Flow Speeds. Google vs IBM: A Constraint Solving Challenge on the Job-Shop Scheduling Problem. Monocular Plan View Networks for Autonomous Driving. Argument Identification in Public Comments from eRulemaking. PEGASUS: Pre-training with Extracted Gap-sentences for …

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 1534

January 26, 2020

Tracking-Assisted Segmentation of Biological Cells. Multi-stage Pretraining for Abstractive Summarization. Link Prediction in Multiplex Networks based on Interlayer Similarity. Adversarial Attack and Defense on Point Sets. Summary Level Training of Sentence Rewriting for Abstractive Summarization. A Bayesian Deep Learning Framework for End-To-End P …

Paper Group ANR 1536

January 26, 2020

Offspring Population Size Matters when Comparing Evolutionary Algorithms with Self-Adjusting Mutation Rates. CED: Color Event Camera Dataset. Parallel Medical Imaging: A New Data-Knowledge-Driven Evolutionary Framework for Medical Image Analysis. Decentralised Sparse Multi-Task Regression. Shallow Triple Stream Three-dimensional CNN (STSTNet) for M …

Paper Group ANR 1695

January 25, 2020

Q-DATA: Enhanced Traffic Flow Monitoring in Software-Defined Networks applying Q-learning. end-to-end training of a large vocabulary end-to-end speech recognition system. Low-rank Random Tensor for Bilinear Pooling. Analyzing Customer Feedback for Product Fit Prediction. Efficient Contextual Representation Learning Without Softmax Layer. Weakly-Sup …

Paper Group ANR 1756

January 25, 2020

Modularization of End-to-End Learning: Case Study in Arcade Games. ASU at TextGraphs 2019 Shared Task: Explanation ReGeneration using Language Models and Iterative Re-Ranking. DR Loss: Improving Object Detection by Distributional Ranking. An Introductory Guide to Fano’s Inequality with Applications in Statistical Estimation. Understanding Multi-Hea …

Paper Group ANR 1779

January 25, 2020

AIM 2019 Challenge on Real-World Image Super-Resolution: Methods and Results. Frequency Separation for Real-World Super-Resolution. Training Set Effect on Super Resolution for Automated Target Recognition. Text Summarization in the Biomedical Domain. Summary Refinement through Denoising. STRASS: A Light and Effective Method for Extractive Summariza …