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 …

Progressive-X: Efficient, Anytime, Multi-Model Fitting Algorithm. MIOpen: An Open Source Library For Deep Learning Primitives. Approval policies for modifications to Machine Learning-Based Software as a Medical Device: A study of bio-creep. LVIS: A Dataset for Large Vocabulary Instance Segmentation. Multimodal Transformer Networks for End-to-End Vi …

Explaining Deep Neural Networks Using Spectrum-Based Fault Localization. Learning to Code: Coded Caching via Deep Reinforcement Learning. DAR-Net: Dynamic Aggregation Network for Semantic Scene Segmentation. Automatic Mouse Embryo Brain Ventricle & Body Segmentation and Mutant Classification From Ultrasound Data Using Deep Learning. A Preliminary S …

Learning Model Bias. Environment Sound Classification using Multiple Feature Channels and Attention based Deep Convolutional Neural Network. Bregman-divergence-guided Legendre exponential dispersion model with finite cumulants (K-LED). Flow Rate Control in Smart District Heating Systems Using Deep Reinforcement Learning. On the Convergence of SARAH …

Real-time Ultrasound-enhanced Multimodal Imaging of Tongue using 3D Printable Stabilizer System: A Deep Learning Approach. Representation Disentanglement for Multi-task Learning with application to Fetal Ultrasound. Neuromorphic Hardware learns to learn. Robust Local Features for Improving the Generalization of Adversarial Training. A Novel CMB Com …

Forecasting the Success of Television Series using Machine Learning. Android Botnet Detection using Convolutional Neural Networks. Projecting “better than randomly”: How to reduce the dimensionality of very large datasets in a way that outperforms random projections. Constructing the F-Graph with a Symmetric Constraint for Subspace Clustering. Arch …

You Write Like You Eat: Stylistic variation as a predictor of social stratification. Robust Real-time RGB-D Visual Odometry in Dynamic Environments via Rigid Motion Model. Motion Segmentation Using Locally Affine Atom Voting. AI Meets Austen: Towards Human-Robot Discussions of Literary Metaphor. Voice Search and Typed Search Performance Comparison …

Smooth Shells: Multi-Scale Shape Registration with Functional Maps. Properties of the Stochastic Approximation EM Algorithm with Mini-batch Sampling. Evolutionary techniques in lattice sieving algorithms. How are attributes expressed in face DCNNs?. Open Sesame: Getting Inside BERT’s Linguistic Knowledge. Efficient Multivariate Bandit Algorithm wit …

Rank Aggregation via Heterogeneous Thurstone Preference Models. 3D Rigid Motion Segmentation with Mixed and Unknown Number of Models. Learning to estimate label uncertainty for automatic radiology report parsing. Learning from a Teacher using Unlabeled Data. Video Stitching for Linear Camera Arrays. Information in Infinite Ensembles of Infinitely-W …

Optimal PAC-Bayesian Posteriors for Stochastic Classifiers and their use for Choice of SVM Regularization Parameter. Trans-Sense: Real Time Transportation Schedule Estimation Using Smart Phones. Complexity of Stochastic Dual Dynamic Programming. Reduced network extremal ensemble learning (RenEEL) scheme for community detection in complex networks. …

Power Weighted Shortest Paths for Clustering Euclidean Data. Cyclic Functional Mapping: Self-supervised correspondence between non-isometric deformable shapes. Deep Reinforcement Learning for Online Advertising in Recommender Systems. Using Restart Heuristics to Improve Agent Performance in Angry Birds. Flash X-ray diffraction imaging in 3D: a prop …

A Neural-based Program Decompiler. The Curious Case of Machine Learning In Malware Detection. Compositional Hierarchical Tensor Factorization: Representing Hierarchical Intrinsic and Extrinsic Causal Factors. FrameRank: A Text Processing Approach to Video Summarization. EV-IMO: Motion Segmentation Dataset and Learning Pipeline for Event Cameras. Di …

Improving the Robustness of Deep Neural Networks via Adversarial Training with Triplet Loss. Integrating Spatial Configuration into Heatmap Regression Based CNNs for Landmark Localization. Road Network Reconstruction from Satellite Images with Machine Learning Supported by Topological Methods. Composite Neural Network: Theory and Application to PM2 …

iComposer: An Automatic Songwriting System for Chinese Popular Music. Distributed Low-rank Matrix Factorization With Exact Consensus. XQA: A Cross-lingual Open-domain Question Answering Dataset. Rethinking Deep Neural Network Ownership Verification: Embedding Passports to Defeat Ambiguity Attacks. Ghmerti at SemEval-2019 Task 6: A Deep Word- and Ch …

Exploration of Noise Strategies in Semi-supervised Named Entity Classification. Improving Human Needs Categorization of Events with Semantic Classification. Understanding the Effect of Textual Adversaries in Multimodal Machine Translation. Dynamic Multi-Scale Filters for Semantic Segmentation. Joint Representation and Estimator Learning for Facial …