Tactical Rewind: Self-Correction via Backtracking in Vision-and-Language Navigation. Cascaded Partial Decoder for Fast and Accurate Salient Object Detection. Predicting Rare Events in Multiscale Dynamical Systems using Machine Learning. Data-efficient Learning of Morphology and Controller for a Microrobot. Joint Extraction of Entities and Relations …

Towards Analyzing Semantic Robustness of Deep Neural Networks. Neural Network Distiller: A Python Package For DNN Compression Research. Fast and Robust Dynamic Hand Gesture Recognition via Key Frames Extraction and Feature Fusion. Adversarial Out-domain Examples for Generative Models. Multi-Agent Deep Reinforcement Learning for Large-scale Traffic …

Variational Prototyping-Encoder: One-Shot Learning with Prototypical Images. ‘Skimming-Perusal’ Tracking: A Framework for Real-Time and Robust Long-term Tracking. Where are the Masks: Instance Segmentation with Image-level Supervision. Supervised Multimodal Bitransformers for Classifying Images and Text. Attentive Neural Processes. Exchangeable Gen …

Exploiting Causality for Selective Belief Filtering in Dynamic Bayesian Networks (Extended Abstract). Sketch2code: Generating a website from a paper mockup. Learning for Multi-Type Subspace Clustering. Autonomous Management of Energy-Harvesting IoT Nodes Using Deep Reinforcement Learning. The State and Future of Genetic Improvement. Detection of Re …

Wave Physics as an Analog Recurrent Neural Network. Self-Monitoring Navigation Agent via Auxiliary Progress Estimation. Improving the Harmony of the Composite Image by Spatial-Separated Attention Module. Improved Precision and Recall Metric for Assessing Generative Models. Investigating Recurrent Neural Network Memory Structures using Neuro-Evoluti …

300 GHz Radar Object Recognition based on Deep Neural Networks and Transfer Learning. Vision-Language Navigation with Self-Supervised Auxiliary Reasoning Tasks. Sample-Optimal Parametric Q-Learning Using Linearly Additive Features. Communication-Efficient Federated Deep Learning with Asynchronous Model Update and Temporally Weighted Aggregation. Co …

DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting. Scalable Convolutional Neural Network for Image Compressed Sensing. Curriculum-guided Hindsight Experience Replay. Semi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph Model. FaceGenderID: Exploiting Gender Information in DCNNs Face Recogni …