Peek Inside the Closed World: Evaluating Autoencoder-Based Detection of DDoS to Cloud. Computer-Aided Automated Detection of Gene-Controlled Social Actions of Drosophila. Deep Eikonal Solvers. Deep Reinforcement Learning Based Power control for Wireless Multicast Systems. Point Process Flows. Oversampling Log Messages Using a Sequence Generative Ad …

A Stochastic Proximal Point Algorithm for Saddle-Point Problems. 3D Graph Embedding Learning with a Structure-aware Loss Function for Point Cloud Semantic Instance Segmentation. Few-shot Learning with Contextual Cueing for Object Recognition in Complex Scenes. Space-adaptive anisotropic bivariate Laplacian regularization for image restoration. Sola …

Fast Convolutional Dictionary Learning off the Grid. Learning review representations from user and product level information for spam detection. Machine Learning Techniques for Brand-Influencer Matchmaking on the Instagram Social Network. A critique of the DeepSec Platform for Security Analysis of Deep Learning Models. Generalized Rank Minimization …

On Training Flexible Robots using Deep Reinforcement Learning. A Framework For Identifying Group Behavior Of Wild Animals. Sequence-to-sequence Automatic Speech Recognition with Word Embedding Regularization and Fused Decoding. A Study of Machine Learning Models in Predicting the Intention of Adolescents to Smoke Cigarettes. Multi-defect microscopy …

Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion. Man-in-the-Middle Attacks against Machine Learning Classifiers via Malicious Generative Models. On Application of Learning to Rank for E-Commerce Search. A Domain Generalization Perspective on Listwise Context Modeling. QGAN: Quantized Generative Adversarial Networks. U …

Summary Cloze: A New Task for Content Selection in Topic-Focused Summarization. SNAP-BATNET: Cascading Author Profiling and Social Network Graphs for Suicide Ideation Detection on Social Media. LAF-Net: Locally Adaptive Fusion Networks for Stereo Confidence Estimation. Neural machine translation system for the Kazakh language. A unified theory of a …

Benefits of Data Augmentation for NMT-based Text Normalization of User-Generated Content. Proceedings of the Fourteenth Workshop on Innovative Use of NLP for Building Educational Applications. VTNFP: An Image-Based Virtual Try-On Network With Body and Clothing Feature Preservation. Sign Clustering and Topic Extraction in Proto-Elamite. BioReddit: W …

Task-GAN for Improved GAN based Image Restoration. Composing Noun Phrase Vector Representations. MICE. DS at SemEval-2019 Task 9: From Suggestion Mining with neural networks to adversarial cross-domain classification. A Neural Citation Count Prediction Model based on Peer Review Text. Meaning Representation of Null Instantiated Semantic Roles in Fr …

ChangeNet: A Deep Learning Architecture for Visual Change Detection. Team yeon-zi at SemEval-2019 Task 4: Hyperpartisan News Detection by De-noising Weakly-labeled Data. Training Image Estimators without Image Ground Truth. Neural Machine Translation with Soft Prototype. Reflection Separation using a Pair of Unpolarized and Polarized Images. Memory …

Convolutional Sequence Generation for Skeleton-Based Action Synthesis. Normalization Helps Training of Quantized LSTM. GraphRel: Modeling Text as Relational Graphs for Joint Entity and Relation Extraction. Learning Trilingual Dictionaries for Urdu – Roman Urdu – English. Fast Efficient Hyperparameter Tuning for Policy Gradient Methods. Heavy Rain …

Deep Multi-State Dynamic Recurrent Neural Networks Operating on Wavelet Based Neural Features for Robust Brain Machine Interfaces. An Empirical Study on Pre-trained Embeddings and Language Models for Bot Detection. Annotating with Pros and Cons of Technologies in Computer Science Papers. Input-Output Equivalence of Unitary and Contractive RNNs. Sel …

REM: From Structural Entropy to Community Structure Deception. Learn, Imagine and Create: Text-to-Image Generation from Prior Knowledge. SSIM -A Deep Learning Approach for Recovering Missing Time Series Sensor Data. Progressive Reconstruction of Visual Structure for Image Inpainting. FastSpeech: Fast,Robustand Controllable Text-to-Speech. Morpheus: …

Attention over Heads: A Multi-Hop Attention for Neural Machine Translation. ERL-Net: Entangled Representation Learning for Single Image De-Raining. A Main/Subsidiary Network Framework for Simplifying Binary Neural Networks. Semi-Supervised Monocular 3D Face Reconstruction With End-to-End Shape-Preserved Domain Transfer. Computational Investigations …