Cheap Orthogonal Constraints in Neural Networks: A Simple Parametrization of the Orthogonal and Unitary Group. CNN-generated images are surprisingly easy to spot… for now. A Graph Neural Network Approach for Scalable Wireless Power Control. Learning a Lattice Planner Control Set for Autonomous Vehicles. Celeb-DF: A Large-scale Challenging Dataset …

Time-varying Autoregression with Low Rank Tensors. EpO-Net: Exploiting Geometric Constraints on Dense Trajectories for Motion Saliency. Spatial Group-wise Enhance: Improving Semantic Feature Learning in Convolutional Networks. Latent Weights Do Not Exist: Rethinking Binarized Neural Network Optimization. MedMentions: A Large Biomedical Corpus Annot …

nuScenes: A multimodal dataset for autonomous driving. The Myths of Our Time: Fake News. Automatic Generation of Personalized Comment Based on User Profile. Distance approximation using Isolation Forests. Deep Learning for Deepfakes Creation and Detection. Collaborative Graph Walk for Semi-supervised Multi-Label Node Classification. Copy-and-Paste …

Ridesharing with Driver Location Preferences. Hyper: Distributed Cloud Processing for Large-Scale Deep Learning Tasks. Domain Representation for Knowledge Graph Embedding. A Study of the Learnability of Relational Properties (Model Counting Meets Machine Learning). Adapting RNN Sequence Prediction Model to Multi-label Set Prediction. Vulnerability …

Using Small Proxy Datasets to Accelerate Hyperparameter Search. FSGAN: Subject Agnostic Face Swapping and Reenactment. Data-Driven Deep Learning of Partial Differential Equations in Modal Space. Learning Energy-based Spatial-Temporal Generative ConvNets for Dynamic Patterns. Integrating Source-channel and Attention-based Sequence-to-sequence Models …

Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets. FaceForensics++: Learning to Detect Manipulated Facial Images. Visual Relationship Detection with Relative Location Mining. Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks. Factorised Neural Relational Inference f …

Generalizing Back-Translation in Neural Machine Translation. Learning an Uncertainty-Aware Object Detector for Autonomous Driving. An Analysis of Deep Neural Networks with Attention for Action Recognition from a Neurophysiological Perspective. DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs. Multimodal and Multi-vie …

LayoutVAE: Stochastic Scene Layout Generation From a Label Set. Legal entity recognition in an agglutinating language and document connection network for EU Legislation and EU/Hungarian Case Law. Types for Parallel Complexity in the Pi-calculus. Word Embedding Visualization Via Dictionary Learning. Faster and Safer Training by Embedding High-Level …

Generative Models For Deep Learning with Very Scarce Data. Towards Design Methodology of Efficient Fast Algorithms for Accelerating Generative Adversarial Networks on FPGAs. AdapNet: Adaptability Decomposing Encoder-Decoder Network for Weakly Supervised Action Recognition and Localization. Straggler-Agnostic and Communication-Efficient Distributed …

Spiking Neural Predictive Coding for Continual Learning from Data Streams. Detecting gender differences in perception of emotion in crowdsourced data. Transfer of Temporal Logic Formulas in Reinforcement Learning. Towards High-fidelity Nonlinear 3D Face Morphable Model. Hierarchical Bayesian myocardial perfusion quantification. Research and applica …

SISUA: Semi-Supervised Generative Autoencoder for Single Cell Data. Learning Procedural Abstractions and Evaluating Discrete Latent Temporal Structure. FaceForensics++: Learning to Detect Manipulated Facial Images. Bayesian Adaptive Superpixel Segmentation. Direct Optimization through \arg \max for Discrete Variational Auto-Encoder. Deep Metric Lea …