Multi-View Stereo 3D Edge Reconstruction. An Optical Flow-Based Approach for Minimally-Divergent Velocimetry Data Interpolation. Computing Kantorovich-Wasserstein Distances on $d$-dimensional histograms using $(d+1)$-partite graphs. Infrared and Visible Image Fusion using a Deep Learning Framework. Remember and Forget for Experience Replay. A mathe …

Deep Learning for Classification Tasks on Geospatial Vector Polygons. Generating Distractors for Reading Comprehension Questions from Real Examinations. Neural Likelihoods via Cumulative Distribution Functions. LemmaTag: Jointly Tagging and Lemmatizing for Morphologically-Rich Languages with BRNNs. Likelihood-free inference with emulator networks. …

Computation of optimal transport and related hedging problems via penalization and neural networks. Robust Neural Malware Detection Models for Emulation Sequence Learning. SqueezeFit: Label-aware dimensionality reduction by semidefinite programming. Cloud Detection From RGB Color Remote Sensing Images With Deep Pyramid Networks. Community Regulariz …

Hierarchical Transfer Convolutional Neural Networks for Image Classification. Weighted Bilinear Coding over Salient Body Parts for Person Re-identification. Diagnosing Convolutional Neural Networks using their Spectral Response. Word sense induction using word embeddings and community detection in complex networks. Better Fixed-Arity Unbiased Black …

A Framework for Automated Pop-song Melody Generation with Piano Accompaniment Arrangement. Quality-Net: An End-to-End Non-intrusive Speech Quality Assessment Model based on BLSTM. Understanding Deep Convolutional Networks through Gestalt Theory. Binary Image Features Proposed to Empower Computer Vision. Improving Classification Rate of Schizophreni …

Ego-Downward and Ambient Video based Person Location Association. Cooking State Recognition from Images Using Inception Architecture. RUSSE’2018: A Shared Task on Word Sense Induction for the Russian Language. A generalized financial time series forecasting model based on automatic feature engineering using genetic algorithms and support vector mac …

State-Space Abstractions for Probabilistic Inference: A Systematic Review. Stochastic Variational Inference with Gradient Linearization. Efficient Metropolitan Traffic Prediction Based on Graph Recurrent Neural Network. MMLSpark: Unifying Machine Learning Ecosystems at Massive Scales. Replica Symmetry Breaking in Bipartite Spin Glasses and Neural N …

THU_NGN at SemEval-2018 Task 2: Residual CNN-LSTM Network with Attention for English Emoji Prediction. MMQA: A Multi-domain Multi-lingual Question-Answering Framework for English and Hindi. IPSL: A Database of Iconicity Patterns in Sign Languages. Creation and Use. Determining Event Durations: Models and Error Analysis. Using Lexical Alignment and …

Fast Maximization of Non-Submodular, Monotonic Functions on the Integer Lattice. SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications. From Information Bottleneck To Activation Norm Penalty. Classifying Sluice Occurrences in Dialogue. Deterministic Policy Imitation Gradient Algorithm. Oral-Mot …

Handling missing values: A study of popular imputation packages in R. Variational Network Inference: Strong and Stable with Concrete Support. DiCE: The Infinitely Differentiable Monte Carlo Estimator. A Hybrid Approach to Automatic Corpus Generation for Chinese Spelling Check. Leveraging Lexical Substitutes for Unsupervised Word Sense Induction. Im …

Word-Embedding based Content Features for Automated Oral Proficiency Scoring. Submodular Field Grammars: Representation, Inference, and Application to Image Parsing. Bridging CNNs, RNNs, and Weighted Finite-State Machines. Retrofitting Word Representations for Unsupervised Sense Aware Word Similarities. Investigating the Role of Argumentation in th …