Leveraging Contact Forces for Learning to Grasp. Ordered Preference Elicitation Strategies for Supporting Multi-Objective Decision Making. GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism. Multi-Stage Reinforcement Learning For Object Detection. Opinion Dynamics with Varying Susceptibility to Persuasion. Deep Inverse Op …

Anomaly Detection for Industrial Big Data. CERES: Distantly Supervised Relation Extraction from the Semi-Structured Web. Location Augmentation for CNN. Field-weighted Factorization Machines for Click-Through Rate Prediction in Display Advertising. Multi-Level Deep Cascade Trees for Conversion Rate Prediction in Recommendation System. Generative Des …

Real-time Surgical Tools Recognition in Total Knee Arthroplasty Using Deep Neural Networks. Learning Restricted Boltzmann Machines via Influence Maximization. Semantic embeddings for program behavior patterns. Resource allocation under uncertainty: an algebraic and qualitative treatment. Selective Sampling and Mixture Models in Generative Adversari …

Parametric Models for Mutual Kernel Matrix Completion. Automatic Derivation Of Formulas Using Reforcement Learning. Adaptive Denoising of Signals with Shift-Invariant Structure. Deep clustering of longitudinal data. From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information. SJTU-NLP at SemEval-2018 Task 9: Neural Hyper …

Mode Variational LSTM Robust to Unseen Modes of Variation: Application to Facial Expression Recognition. Black-Box Autoregressive Density Estimation for State-Space Models. Finite Mixture Model of Nonparametric Density Estimation using Sampling Importance Resampling for Persistence Landscape. Learning what you can do before doing anything. Real-tim …

Collaborative Learning for Deep Neural Networks. Do Better ImageNet Models Transfer Better?. Boosting for Comparison-Based Learning. Recurrent Multiresolution Convolutional Networks for VHR Image Classification. An empirical evaluation of AMR parsing for legal documents. Spline Error Weighting for Robust Visual-Inertial Fusion. Sign-Perturbed Sums: …

Runtime Analysis of Probabilistic Crowding and Restricted Tournament Selection for Bimodal Optimisation. Categorical Mixture Models on VGGNet activations. Multi-label Object Attribute Classification using a Convolutional Neural Network. Knowledge-based Fully Convolutional Network and Its Application in Segmentation of Lung CT Images. Interactive Me …

MV-YOLO: Motion Vector-aided Tracking by Semantic Object Detection. Estimation with Low-Rank Time-Frequency Synthesis Models. Evidence-based lean logic profiles for conceptual data modelling languages. Linear Convergence of the Primal-Dual Gradient Method for Convex-Concave Saddle Point Problems without Strong Convexity. Hierarchical Game-Theoretic …

Connectionist Temporal Classification with Maximum Entropy Regularization. UFSAC: Unification of Sense Annotated Corpora and Tools. Incorporating Argument-Level Interactions for Persuasion Comments Evaluation using Co-attention Model. Learning Efficient Single-stage Pedestrian Detectors by Asymptotic Localization Fitting. Debiasing Evidence Approxi …

Visual Grounding via Accumulated Attention. Semantic Pleonasm Detection. Scenes-Objects-Actions: A Multi-Task, Multi-Label Video Dataset. Gated ConvNets for Letter-Based ASR. A Self-Organizing Memory Network. Deep Cost-Sensitive and Order-Preserving Feature Learning for Cross-Population Age Estimation. Findings of the WMT 2018 Shared Task on Parall …

PlusEmo2Vec at SemEval-2018 Task 1: Exploiting emotion knowledge from emoji and #hashtags. OpenSubtitles2018: Statistical Rescoring of Sentence Alignments in Large, Noisy Parallel Corpora. Universal Agent for Disentangling Environments and Tasks. Global Geometry of Multichannel Sparse Blind Deconvolution on the Sphere. A Bilingual Interactive Huma …

Making ``fetch’’ happen: The influence of social and linguistic context on nonstandard word growth and decline. Neural sentence generation from formal semantics. A Model for Learned Bloom Filters and Optimizing by Sandwiching. Maximizing Induced Cardinality Under a Determinantal Point Process. Anaphora Resolution with the ARRAU Corpus. Supervising …