Neural Architecture Search with Bayesian Optimisation and Optimal Transport. Joint Anchor-Feature Refinement for Real-Time Accurate Object Detection in Images and Videos. Machine learning for predicting thermal power consumption of the Mars Express Spacecraft. Yuanfudao at SemEval-2018 Task 11: Three-way Attention and Relational Knowledge for Commo …

Decouple Learning for Parameterized Image Operators. Simultaneous Fidelity and Regularization Learning for Image Restoration. TrafficPredict: Trajectory Prediction for Heterogeneous Traffic-Agents. Modeling natural language emergence with integral transform theory and reinforcement learning. Building Efficient ConvNets using Redundant Feature Pruni …

Clinical Concept Embeddings Learned from Massive Sources of Multimodal Medical Data. Shall I Compare Thee to a Machine-Written Sonnet? An Approach to Algorithmic Sonnet Generation. Towards real-time unsupervised monocular depth estimation on CPU. Integrating Transformer and Paraphrase Rules for Sentence Simplification. Practical Text Classification …

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: …

Predicting Brain Activation with WordNet Embeddings. Multi-scale Residual Network for Image Super-Resolution. A Structured Syntax-Semantics Interface for English-AMR Alignment. Sequence-to-sequence Models for Cache Transition Systems. Extending Layered Models to 3D Motion. From Neural Re-Ranking to Neural Ranking: Learning a Sparse Representation f …

Dynamic Neural Program Embeddings for Program Repair. Cross-cultural differences in language markers of depression online. YNU_AI1799 at SemEval-2018 Task 11: Machine Comprehension using Commonsense Knowledge of Different model ensemble. Supervised Treebank Conversion: Data and Approaches. Regularized Training Objective for Continued Training for …

Language Informed Modeling of Code-Switched Text. GHHT at CALCS 2018: Named Entity Recognition for Dialectal Arabic Using Neural Networks. Learning Unsupervised Word Translations Without Adversaries. Tackling Code-Switched NER: Participation of CMU. Fine-Grained Arabic Dialect Identification. Clausal Modifiers in the Grammar Matrix. IIT (BHU) Submi …

Optimal Subsampling with Influence Functions. An Analysis of Scale Invariance in Object Detection ­ SNIP. Effective Crowdsourcing for a New Type of Summarization Task. When data permutations are pathological: the case of neural natural language inference. Generating Classical Chinese Poems via Conditional Variational Autoencoder and Adversarial Tr …

Neural Network Language Modeling with Letter-based Features and Importance Sampling. YNU-HPCC at SemEval-2018 Task 12: The Argument Reasoning Comprehension Task Using a Bi-directional LSTM with Attention Model. Lyb3b at SemEval-2018 Task 12: Ensemble-based Deep Learning Models for Argument Reasoning Comprehension Task. Learning distributed event re …

Distribution of Emotional Reactions to News Articles in Twitter. Neural Multitask Learning for Simile Recognition. Clinical Skin Lesion Diagnosis Using Representations Inspired by Dermatologist Criteria. Integrating Generative Lexicon Event Structures into VerbNet. Tailored Sequence to Sequence Models to Different Conversation Scenarios. NegPar: A …