Learning Multiplication-free Linear Transformations. iCAN: Instance-Centric Attention Network for Human-Object Interaction Detection. URSA: A Neural Network for Unordered Point Clouds Using Constellations. Learning Permutations with Sinkhorn Policy Gradient. Urban Change Detection for Multispectral Earth Observation Using Convolutional Neural Netwo …

SwishNet: A Fast Convolutional Neural Network for Speech, Music and Noise Classification and Segmentation. GAIN: Missing Data Imputation using Generative Adversarial Nets. Generating Descriptions from Structured Data Using a Bifocal Attention Mechanism and Gated Orthogonalization. Scalable End-to-End Autonomous Vehicle Testing via Rare-event Simula …

PointCNN: Convolution On $\mathcal{X}$-Transformed Points. Learning Neural Templates for Text Generation. Path-Level Network Transformation for Efficient Architecture Search. Wide Activation for Efficient and Accurate Image Super-Resolution. Diverse Few-Shot Text Classification with Multiple Metrics. PointConv: Deep Convolutional Networks on 3D Poi …

Generalized Scene Reconstruction. Taskonomy: Disentangling Task Transfer Learning. A Dynamic Model for Traffic Flow Prediction Using Improved DRN. SA-IGA: A Multiagent Reinforcement Learning Method Towards Socially Optimal Outcomes. Cardinality Leap for Open-Ended Evolution: Theoretical Consideration and Demonstration by “Hash Chemistry”. GAPLE: Ge …

Understanding Community Structure in Layered Neural Networks. Unpaired Brain MR-to-CT Synthesis using a Structure-Constrained CycleGAN. Pushing the boundaries of parallel Deep Learning – A practical approach. Probabilistic approach to limited-data computed tomography reconstruction. Thermal Infrared Colorization via Conditional Generative Adversar …

Scalable Semantic Querying of Text. Using probabilistic programs as proposals. Smart City Development with Urban Transfer Learning. Target Driven Visual Navigation with Hybrid Asynchronous Universal Successor Representations. Towards Robust Training of Neural Networks by Regularizing Adversarial Gradients. A Large-Scale Multi-Institutional Evaluati …

Real-Time Deep Learning Method for Abandoned Luggage Detection in Video. Hand-tremor frequency estimation in videos. A simulation study to distinguish prompt photon from $π^0$ and beam halo in a granular calorimeter using deep networks. Classification of histopathological breast cancer images using iterative VMD aided Zernike moments & textural sig …

Streaming Network Embedding through Local Actions. VLocNet++: Deep Multitask Learning for Semantic Visual Localization and Odometry. Generalization and Expressivity for Deep Nets. Long-term Visual Localization using Semantically Segmented Images. Orthogonal Policy Gradient and Autonomous Driving Application. Robustness Meets Deep Learning: An End-t …

Non-Convex Min-Max Optimization: Provable Algorithms and Applications in Machine Learning. Recovering Trees with Convex Clustering. Generating Synthetic Data for Neural Keyword-to-Question Models. Column generation based math-heuristic for classification trees. The Time-SIFT method : detecting 3-D changes from archival photogrammetric analysis with …

Automatic 3D bi-ventricular segmentation of cardiac images by a shape-refined multi-task deep learning approach. A volumetric deep Convolutional Neural Network for simulation of mock dark matter halo catalogues. Iris and periocular recognition in arabian race horses using deep convolutional neural networks. Recommendation System based on Semantic S …

Bandit learning in concave $N$-person games. Dialogue Natural Language Inference. An Aggregated Multicolumn Dilated Convolution Network for Perspective-Free Counting. Few-Shot Goal Inference for Visuomotor Learning and Planning. Make (Nearly) Every Neural Network Better: Generating Neural Network Ensembles by Weight Parameter Resampling. Video-base …