Deep Learning

Avatar-Net: Multi-Scale Zero-Shot Style Transfer by Feature Decoration CVPR 2018 A Visual Attention Grounding Neural Model for Multimodal Machine Translation EMNLP 2018 Avoiding Speaker Overfitting in End-to-End DNNs Using Raw Waveform for Text-Independent Speaker Verification Interspeech 2018 A Word-Complexity Lexicon and A Neural Readability Ranking Model for Lexical Simplification EMNLP 2018 Backpropagating through Structured Argmax using a SPIGOT ACL 2018 Backpropagation with Callbacks: Foundations for Efficient and Expressive Differentiable Programming NeurIPS 2018 Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari IJCAI 2018 Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation EMNLP 2018 Bacteria and Biotope Entity Recognition Using A Dictionary-Enhanced Neural Network Model ACL 2018 Bag-of-Words as Target for Neural Machine Translation ACL 2018 Bags in Bag: Generating Context-Aware Bags for Tracking Emotions from Speech Interspeech 2018 Banach Wasserstein GAN NeurIPS 2018 Baseline: A Library for Rapid Modeling, Experimentation and Development of Deep Learning Algorithms targeting NLP ACL 2018 Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms ACL 2018 Batch-Instance Normalization for Adaptively Style-Invariant Neural Networks NeurIPS 2018 Batch Normalized Deep Boltzmann Machines ACML 2018 Bayesian Semi-supervised Learning with Graph Gaussian Processes NeurIPS 2018 Bayesian Uncertainty Estimation for Batch Normalized Deep Networks ICML 2018 Being Negative but Constructively: Lessons Learnt from Creating Better Visual Question Answering Datasets NAACL 2018 Benchmarks and models for entity-oriented polarity detection NAACL 2018 Better Conversations by Modeling, Filtering, and Optimizing for Coherence and Diversity EMNLP 2018 Between-Class Learning for Image Classification CVPR 2018 Beyond Error Propagation in Neural Machine Translation: Characteristics of Language Also Matter EMNLP 2018 Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations ICML 2018 Beyond Grids: Learning Graph Representations for Visual Recognition NeurIPS 2018