Text Generation

Paper Group ANR 462

January 30, 2020

Dynamic Visualization and Fast Computation for Convex Clustering via Algorithmic Regularization. Filter Bank Regularization of Convolutional Neural Networks. Understanding Deep Neural Network Predictions for Medical Imaging Applications. Understanding Adversarial Robustness: The Trade-off between Minimum and Average Margin. Enriching Visual with Ve …

Paper Group ANR 501

January 29, 2020

Generative Counterfactual Introspection for Explainable Deep Learning. Hedging the Drift: Learning to Optimize under Non-Stationarity. TWEETQA: A Social Media Focused Question Answering Dataset. Optimization of Project Scheduling Activities in Dynamic CPM and PERT Networks Using Genetic Algorithms. An Ensemble Method for Producing Word Representati …

Paper Group ANR 509

January 29, 2020

Sum-of-square-of-rational-function based representations of positive semidefinite polynomial matrices. BusyHands: A Hand-Tool Interaction Database for Assembly Tasks Semantic Segmentation. Different Set Domain Adaptation for Brain-Computer Interfaces: A Label Alignment Approach. Spurious Vanishing Problem in Approximate Vanishing Ideal. Fast Convol …

Paper Group ANR 531

January 29, 2020

Heterogeneous Network Motifs. Bilinear discriminant feature line analysis for image feature extraction. Estimating Mass Distribution of Articulated Objects through Non-prehensile Manipulation. Canada Protocol: an ethical checklist for the use of Artificial Intelligence in Suicide Prevention and Mental Health. Classification of Motorcycles using Ext …

Paper Group ANR 546

January 29, 2020

Long-Term Progress and Behavior Complexification in Competitive Co-Evolution. Word Recognition, Competition, and Activation in a Model of Visually Grounded Speech. LapEPI-Net: A Laplacian Pyramid EPI structure for Learning-based Dense Light Field Reconstruction. Employ Multimodal Machine Learning for Content quality analysis. Implicit Dimension Ide …

Paper Group ANR 582

January 29, 2020

Conversational Networks for Automatic Online Moderation. Understanding the Information needs of Social Scientists in Germany. Negative Training for Neural Dialogue Response Generation. Kernel absolute summability is only sufficient for RKHS stability. A Dynamic Strategy Coach for Effective Negotiation. MetaFun: Meta-Learning with Iterative Function …

Paper Group ANR 588

January 29, 2020

On the asymptotic optimality of the comb strategy for prediction with expert advice. Visually Grounded Neural Syntax Acquisition. Differential Similarity in Higher Dimensional Spaces: Theory and Applications. Morphological Segmentation Inside-Out. Enabling Explainable Fusion in Deep Learning with Fuzzy Integral Neural Networks. Face-to-Parameter Tr …

Paper Group ANR 593

January 29, 2020

Deep Dynamics Models for Learning Dexterous Manipulation. Survey of Computer Vision and Machine Learning in Gastrointestinal Endoscopy. A Fast Template-based Approach to Automatically Identify Primary Text Content of a Web Page. Identifying short-term interests from mobile app adoption pattern. Query Expansion for Patent Searching using Word Embedd …

Paper Group ANR 594

January 29, 2020

MFPN: A Novel Mixture Feature Pyramid Network of Multiple Architectures for Object Detection. Improving Disentangled Representation Learning with the Beta Bernoulli Process. Semi-Cyclic Stochastic Gradient Descent. An Effective Approach to Unsupervised Machine Translation. Neural Networks Learning and Memorization with (almost) no Over-Parameteriza …

Paper Group ANR 614

January 29, 2020

Risk Bounds for Learning Multiple Components with Permutation-Invariant Losses. Blind Denoising Autoencoder. DynamoNet: Dynamic Action and Motion Network. Automatic Model Selection for Neural Networks. Twitter Sentiment Analysis using Distributed Word and Sentence Representation. Social Attention for Autonomous Decision-Making in Dense Traffic. Top …

Paper Group ANR 616

January 29, 2020

Generation of Policy-Level Explanations for Reinforcement Learning. TCT: A Cross-supervised Learning Method for Multimodal Sequence Representation. A Stochastic LBFGS Algorithm for Radio Interferometric Calibration. Predicting the Leading Political Ideology of YouTube Channels Using Acoustic, Textual, and Metadata Information. Probabilistic Permuta …

Paper Group ANR 625

January 29, 2020

Multi-View Features and Hybrid Reward Strategies for Vatex Video Captioning Challenge 2019. HyST: A Hybrid Approach for Flexible and Accurate Dialogue State Tracking. Propagated Perturbation of Adversarial Attack for well-known CNNs: Empirical Study and its Explanation. Imperial College London Submission to VATEX Video Captioning Task. Integrating …

Paper Group ANR 643

January 29, 2020

Handling Divergent Reference Texts when Evaluating Table-to-Text Generation. Characterizing Activity on the Deep and Dark Web. CUNI System for the WMT19 Robustness Task. Literature Review of Action Recognition in the Wild. Learned Video Compression via Joint Spatial-Temporal Correlation Exploration. Online PCB Defect Detector On A New PCB Defect Da …

Paper Group ANR 649

January 29, 2020

Migration through Machine Learning Lens – Predicting Sexual and Reproductive Health Vulnerability of Young Migrants. JUCBNMT at WMT2018 News Translation Task: Character Based Neural Machine Translation of Finnish to English. A Quantum Computational Approach to Correspondence Problems on Point Sets. Detecting Local Insights from Global Labels: Supe …

Paper Group ANR 650

January 29, 2020

Question Classification with Deep Contextualized Transformer. Why Do Masked Neural Language Models Still Need Common Sense Knowledge?. Random Vector Functional Link Neural Network based Ensemble Deep Learning. Action Semantics Network: Considering the Effects of Actions in Multiagent Systems. Hamiltonian Graph Networks with ODE Integrators. MonSter …

Paper Group ANR 652

January 29, 2020

Indiscapes: Instance Segmentation Networks for Layout Parsing of Historical Indic Manuscripts. Distributional Reinforcement Learning for Energy-Based Sequential Models. GAN-powered Deep Distributional Reinforcement Learning for Resource Management in Network Slicing. Improved Path-length Regret Bounds for Bandits. Recognition of Images of Korean Ch …

Paper Group ANR 656

January 29, 2020

Embodied Multimodal Multitask Learning. Improving Neural Relation Extraction with Positive and Unlabeled Learning. Amharic-Arabic Neural Machine Translation. Sparsely Grouped Input Variables for Neural Networks. Provably Efficient $Q$-learning with Function Approximation via Distribution Shift Error Checking Oracle. Deep Representation Learning for …

Paper Group ANR 669

January 29, 2020

On Architectures for Including Visual Information in Neural Language Models for Image Description. Random Expert Distillation: Imitation Learning via Expert Policy Support Estimation. End-to-End Deep Neural Networks and Transfer Learning for Automatic Analysis of Nation-State Malware. A Regularized Convolutional Neural Network for Semantic Image Se …

Paper Group ANR 671

January 29, 2020

On-line learning dynamics of ReLU neural networks using statistical physics techniques. Virtual Ground Truth, and Pre-selection of 3D Interest Points for Improved Repeatability Evaluation of 2D Detectors. A new Backdoor Attack in CNNs by training set corruption without label poisoning. Kernel Mean Embedding of Instance-wise Predictions in Multiple …

Paper Group ANR 672

January 29, 2020

Proposition d’une nouvelle approche d’extraction des motifs fermés fréquents. Detecting and Diagnosing Incipient Building Faults Using Uncertainty Information from Deep Neural Networks. EAT2seq: A generic framework for controlled sentence transformation without task-specific training. Sudden Death: A New Way to Compare Recommendation Diversificatio …

Paper Group ANR 682

January 29, 2020

Not Enough Data? Deep Learning to the Rescue!. Approximate LSTMs for Time-Constrained Inference: Enabling Fast Reaction in Self-Driving Cars. FeCaffe: FPGA-enabled Caffe with OpenCL for Deep Learning Training and Inference on Intel Stratix 10. Massively Parallel Benders Decomposition for Correlation Clustering. Locally Linear Image Structural Embed …

Paper Group ANR 686

January 29, 2020

A new measure of modularity density for community detection. Learning Rich Image Region Representation for Visual Question Answering. TDAPNet: Prototype Network with Recurrent Top-Down Attention for Robust Object Classification under Partial Occlusion. Overlapping community detection in networks based on link partitioning and partitioning around me …

Paper Group ANR 693

January 29, 2020

Optimal Sketching for Kronecker Product Regression and Low Rank Approximation. Better accuracy with quantified privacy: representations learned via reconstructive adversarial network. Hierarchical Foresight: Self-Supervised Learning of Long-Horizon Tasks via Visual Subgoal Generation. Minimal Solvers for Mini-Loop Closures in 3D Multi-Scan Alignmen …

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 724

January 29, 2020

Listening between the Lines: Learning Personal Attributes from Conversations. Diversifying Reply Suggestions using a Matching-Conditional Variational Autoencoder. On the Proof of Fixed-Point Convergence for Plug-and-Play ADMM. Modeling Confidence in Sequence-to-Sequence Models. Stochastic Conditional Gradient++. Improved Algorithm on Online Cluster …

Paper Group ANR 738

January 29, 2020

Beyond Photo Realism for Domain Adaptation from Synthetic Data. Fast, Small, and Simple Document Listing on Repetitive Text Collections. Online Regularization by Denoising with Applications to Phase Retrieval. A Streaming Analytics Language for Processing Cyber Data. LIA: Latently Invertible Autoencoder with Adversarial Learning. On the Anomalous G …

Paper Group ANR 1029

January 28, 2020

Generalized Maximum Causal Entropy for Inverse Reinforcement Learning. Embryo staging with weakly-supervised region selection and dynamically-decoded predictions. Mapping Areas using Computer Vision Algorithms and Drones. An Optimization Framework for Task Sequencing in Curriculum Learning. Finite-Time Error Bounds For Linear Stochastic Approximati …

Paper Group ANR 1048

January 28, 2020

MCScript2.0: A Machine Comprehension Corpus Focused on Script Events and Participants. Residual Networks as Nonlinear Systems: Stability Analysis using Linearization. Multi-Element Long Distance Dependencies: Using SPk Languages to Explore the Characteristics of Long-Distance Dependencies. An Elo-based rating system for TopCoder SRM. Adversarial Tr …