ARTiS: Appearance-based Action Recognition in Task Space for Real-Time Human-Robot Collaboration. Graded Entailment for Compositional Distributional Semantics. Learning Crosslingual Word Embeddings without Bilingual Corpora. Generating machine-executable plans from end-user’s natural-language instructions. A Nonparametric Bayesian Approach for Spok …

Online Learning of Event Definitions. Neural Summarization by Extracting Sentences and Words. Image Captioning with Deep Bidirectional LSTMs. Trained Ternary Quantization. View Synthesis by Appearance Flow. Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization. Action Recognition with Dynamic Image Networks. Regularizing …

Scalable Learning of Non-Decomposable Objectives. ViZDoom: A Doom-based AI Research Platform for Visual Reinforcement Learning. Tree-to-Sequence Attentional Neural Machine Translation. Scribbler: Controlling Deep Image Synthesis with Sketch and Color. Temporal Attention-Gated Model for Robust Sequence Classification. Bottleneck Conditional Density …

Self Paced Deep Learning for Weakly Supervised Object Detection. Variational Inference: A Review for Statisticians. An empirical study on the effects of different types of noise in image classification tasks. Revisiting Distributed Synchronous SGD. RETURNN: The RWTH Extensible Training framework for Universal Recurrent Neural Networks. Joint Unsupe …

Active Learning from Positive and Unlabeled Data. From Word Embeddings to Item Recommendation. Tunable Efficient Unitary Neural Networks (EUNN) and their application to RNNs. Recursive Autoconvolution for Unsupervised Learning of Convolutional Neural Networks. Topic Aware Neural Response Generation. Node Embedding via Word Embedding for Network Com …

On the Detection of Mixture Distributions with applications to the Most Biased Coin Problem. Distributed Averaging CNN-ELM for Big Data. A General Framework for Content-enhanced Network Representation Learning. Panoramic Structure from Motion via Geometric Relationship Detection. Explore First, Exploit Next: The True Shape of Regret in Bandit Probl …