Deep Learning

Beyond Holistic Object Recognition: Enriching Image Understanding With Part States CVPR 2018 Beyond Log-concavity: Provable Guarantees for Sampling Multi-modal Distributions using Simulated Tempering Langevin Monte Carlo NeurIPS 2018 Beyond Shared Hierarchies: Deep Multitask Learning through Soft Layer Ordering ICLR 2018 Beyond the Pixel-Wise Loss for Topology-Aware Delineation CVPR 2018 Beyond Trade-Off: Accelerate FCN-Based Face Detector With Higher Accuracy CVPR 2018 Beyond Word Importance: Contextual Decomposition to Extract Interactions from LSTMs ICLR 2018 Bias and Generalization in Deep Generative Models: An Empirical Study NeurIPS 2018 Bidirectional Attentive Fusion With Context Gating for Dense Video Captioning CVPR 2018 Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling ICLR 2018 Bidirectional Generative Adversarial Networks for Neural Machine Translation CoNLL 2018 Bidirectional Long-Short Term Memory Network-based Estimation of Reliable Spectral Component Locations Interspeech 2018 Bi-Directional Neural Machine Translation with Synthetic Parallel Data ACL 2018 Bidirectional Retrieval Made Simple CVPR 2018 Bigrams and BiLSTMs Two Neural Networks for Sequential Metaphor Detection NAACL 2018 Bilinear Attention Networks NeurIPS 2018 Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition ACL 2018 Binarized LSTM Language Model NAACL 2018 Binarizer at SemEval-2018 Task 3: Parsing dependency and deep learning for irony detection SemEval 2018 Binaural Speech Intelligibility Estimation Using Deep Neural Networks Interspeech 2018 BinGAN: Learning Compact Binary Descriptors with a Regularized GAN NeurIPS 2018 Biomedical Event Extraction Using Convolutional Neural Networks and Dependency Parsing ACL 2018 Black-Box Variational Inference for Stochastic Differential Equations ICML 2018 Blazingly Fast Video Object Segmentation With Pixel-Wise Metric Learning CVPR 2018 BLCU_NLP at SemEval-2018 Task 12: An Ensemble Model for Argument Reasoning Based on Hierarchical Attention SemEval 2018 Blind Deconvolutional Phase Retrieval via Convex Programming NeurIPS 2018