Video Understanding

Paper Group AWR 44

February 2, 2020

Fast ES-RNN: A GPU Implementation of the ES-RNN Algorithm. XLNet: Generalized Autoregressive Pretraining for Language Understanding. Automatic Posterior Transformation for Likelihood-Free Inference. Symplectic ODE-Net: Learning Hamiltonian Dynamics with Control. Compositional Embeddings Using Complementary Partitions for Memory-Efficient Recommenda …

Paper Group AWR 245

February 1, 2020

Automated Machine Learning with Monte-Carlo Tree Search. Efficient Neural Interaction Function Search for Collaborative Filtering. Discovering the Compositional Structure of Vector Representations with Role Learning Networks. Transfer Learning for Risk Classification of Social Media Posts: Model Evaluation Study. Pushing the Boundaries of View Extr …

Paper Group AWR 279

February 1, 2020

Exploiting temporal consistency for real-time video depth estimation. Unsupervised Single Image Underwater Depth Estimation. Shape Robust Text Detection with Progressive Scale Expansion Network. Segmentation of Roots in Soil with U-Net. Multi-scale Cell Instance Segmentation with Keypoint Graph based Bounding Boxes. Human Pose Estimation for Real-W …

Paper Group AWR 307

February 1, 2020

Geometric Graph Convolutional Neural Networks. Predicting Prosodic Prominence from Text with Pre-trained Contextualized Word Representations. Recurrent Space-time Graph Neural Networks. Extracting PICO elements from RCT abstracts using 1-2gram analysis and multitask classification. One Size Does Not Fit All: Multi-Scale, Cascaded RNNs for Radar Cla …

Paper Group ANR 16

January 31, 2020

Adversarial Music: Real World Audio Adversary Against Wake-word Detection System. LaplacianNet: Learning on 3D Meshes with Laplacian Encoding and Pooling. A Self-Correcting Deep Learning Approach to Predict Acute Conditions in Critical Care. Negative eigenvalues of the Hessian in deep neural networks. Deep Reinforcement Learning for Clinical Decisi …

Paper Group ANR 194

January 31, 2020

Bias Remediation in Driver Drowsiness Detection systems using Generative Adversarial Networks. Deep Coarse-to-fine Dense Light Field Reconstruction with Flexible Sampling and Geometry-aware Fusion. Biomedical Mention Disambiguation using a Deep Learning Approach. Efficiency and Scalability of Multi-Lane Capsule Networks (MLCN). Using Chinese Glyphs …

Paper Group AWR 373

January 31, 2020

Are We Making Real Progress in Simulated Environments? Measuring the Sim2Real Gap in Embodied Visual Navigation. Temporal Convolution for Real-time Keyword Spotting on Mobile Devices. The Spectral Bias of the Deep Image Prior. Differentiable Physics-informed Graph Networks. ViP: Video Platform for PyTorch. Software architecture for YOLO, a creativi …

Paper Group AWR 378

January 31, 2020

Preference-based Interactive Multi-Document Summarisation. Convolutional neural network models for cancer type prediction based on gene expression. Deep Interpretable Non-Rigid Structure from Motion. A Multi-cascaded Deep Model for Bilingual SMS Classification. An Open-Source Framework for Adaptive Traffic Signal Control. Black is to Criminal as Ca …

Paper Group AWR 380

January 31, 2020

ProductNet: a Collection of High-Quality Datasets for Product Representation Learning. Single-Stage Multi-Person Pose Machines. STAGE: Spatio-Temporal Attention on Graph Entities for Video Action Detection. Opponent Aware Reinforcement Learning. Identifying and Analyzing Cryptocurrency Manipulations in Social Media. GAC-GAN: A General Method for Ap …

Paper Group AWR 432

January 31, 2020

The emergence of number and syntax units in LSTM language models. SEAN: Image Synthesis with Semantic Region-Adaptive Normalization. What does a Car-ssette tape tell?. 6-PACK: Category-level 6D Pose Tracker with Anchor-Based Keypoints. Automatic Hyperparameter Tuning Method for Local Outlier Factor, with Applications to Anomaly Detection. Spotting …

Paper Group AWR 433

January 31, 2020

End-to-End Robotic Reinforcement Learning without Reward Engineering. 4D Generic Video Object Proposals. Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural Networks. Constructing Self-motivated Pyramid Curriculums for Cross-Domain Semantic Segmentation: A Non-Adversarial Approach. Fairwashing: the risk of rat …

Paper Group ANR 345

January 30, 2020

A Discrete Empirical Interpolation Method for Interpretable Immersion and Embedding of Nonlinear Manifolds. Object Segmentation using Pixel-wise Adversarial Loss. AdvSPADE: Realistic Unrestricted Attacks for Semantic Segmentation. Deep Value Model Predictive Control. StereoDRNet: Dilated Residual Stereo Net. Question Guided Modular Routing Networks …

Paper Group ANR 370

January 30, 2020

Lifelog Patterns Analyzation using Graph Embedding based on Deep Neural Network. Probabilistic Forecasting using Deep Generative Models. Detection and Mitigation of Rare Subclasses in Neural Network Classifiers. Sharp Guarantees for Solving Random Equations with One-Bit Information. Go From the General to the Particular: Multi-Domain Translation wi …

Paper Group ANR 507

January 29, 2020

An Attention-Based Speaker Naming Method for Online Adaptation in Non-Fixed Scenarios. Estimating Feature-Label Dependence Using Gini Distance Statistics. A Graph-based Ranking Approach to Extract Key-frames for Static Video Summarization. Comprehensive Video Understanding: Video summarization with content-based video recommender design. AFP-Net: R …

Paper Group ANR 513

January 29, 2020

An Application of Generative Adversarial Networks for Super Resolution Medical Imaging. High Speed Cognitive Domain Ontologies for Asset Allocation Using Loihi Spiking Neurons. Towards Monitoring Parkinson’s Disease Following Drug Treatment: CGP Classification of rs-MRI Data. Codes, Functions, and Causes: A Critique of Brette’s Conceptual Analysis …

Paper Group ANR 541

January 29, 2020

Which Surrogate Works for Empirical Performance Modelling? A Case Study with Differential Evolution. Disparate Vulnerability: on the Unfairness of Privacy Attacks Against Machine Learning. Assessing The Factual Accuracy of Generated Text. Convolutional Neural Network for Convective Storm Nowcasting Using 3D Doppler Weather Radar Data. Transfer Lear …

Paper Group ANR 562

January 29, 2020

Trident: Efficient 4PC Framework for Privacy Preserving Machine Learning. Learning Visual Relation Priors for Image-Text Matching and Image Captioning with Neural Scene Graph Generators. Synthetic Neural Vision System Design for Motion Pattern Recognition in Dynamic Robot Scenes. On Predictive Information in RNNs. ContCap: A comprehensive framework …

Paper Group ANR 620

January 29, 2020

Decompose-and-Integrate Learning for Multi-class Segmentation in Medical Images. Debiasing Personal Identities in Toxicity Classification. Constrained Restless Bandits for Dynamic Scheduling in Cyber-Physical Systems. Stochastic dynamical modeling of turbulent flows. Multi-Agent Manipulation via Locomotion using Hierarchical Sim2Real. Continual Rei …

Paper Group ANR 634

January 29, 2020

Scalable Exact Inference in Multi-Output Gaussian Processes. Deep Reinforcement Learning for Routing a Heterogeneous Fleet of Vehicles. Day-Ahead Hourly Forecasting of Power Generation from Photovoltaic Plants. High-Dimensional Multivariate Forecasting with Low-Rank Gaussian Copula Processes. Robust Prediction when Features are Missing. Multi-Objec …

Paper Group ANR 752

January 29, 2020

A Robust Iris Authentication System on GPU-Based Edge Devices using Multi-Modalities Learning Model. Alignment Free and Distortion Robust Iris Recognition. Optimized data exploration applied to the simulation of a chemical process. Only Time Can Tell: Discovering Temporal Data for Temporal Modeling. Merging variables: one technique of search in pse …

Paper Group ANR 895

January 28, 2020

3D point cloud registration with shape constraint. ATTACK2VEC: Leveraging Temporal Word Embeddings to Understand the Evolution of Cyberattacks. Multitask Soft Option Learning. An Adaptive Weighted Deep Forest Classifier. Uniform Error Bounds for Gaussian Process Regression with Application to Safe Control. DEAM: Adaptive Momentum with Discriminativ …

Paper Group ANR 930

January 28, 2020

Heart Segmentation From MRI Scans Using Convolutional Neural Network. How Much Can We See? A Note on Quantifying Explainability of Machine Learning Models. Learning Graph Embedding with Adversarial Training Methods. Localizing Unseen Activities in Video via Image Query. Deep Learning-Based Constellation Optimization for Physical Network Coding in T …

Paper Group ANR 948

January 28, 2020

Early recurrence enables figure border ownership. Post-Earthquake Assessment of Buildings Using Deep Learning. Learning from Multiple Complementary Labels. Private Learning Implies Online Learning: An Efficient Reduction. Dual Adversarial Co-Learning for Multi-Domain Text Classification. Void region segmentation in ball grid array using u-net appro …

Paper Group ANR 1077

January 27, 2020

Towards Efficient Discrete Integration via Adaptive Quantile Queries. Data Interpretation Support in Rescue Operations: Application for French Firefighters. A Bayesian Approach to Modelling Longitudinal Data in Electronic Health Records. Deep Learning Approaches for Image Retrieval and Pattern Spotting in Ancient Documents. ACTNET: end-to-end learn …

Paper Group ANR 1123

January 27, 2020

A General Analysis Framework of Lower Complexity Bounds for Finite-Sum Optimization. Robustness of accelerated first-order algorithms for strongly convex optimization problems. AETv2: AutoEncoding Transformations for Self-Supervised Representation Learning by Minimizing Geodesic Distances in Lie Groups. Generative Adversarial Networks for geometric …

Paper Group ANR 1173

January 27, 2020

A global approach for learning sparse Ising models. Ensemble Convolutional Neural Networks for Mode Inference in Smartphone Travel Survey. Robust Semi-Supervised Monocular Depth Estimation with Reprojected Distances. Enabling Multi-Shell b-Value Generalizability of Data-Driven Diffusion Models with Deep SHORE. Financial Event Extraction Using Wikip …

Paper Group ANR 1228

January 27, 2020

Adaptive surrogate models for parametric studies. Signed Link Prediction with Sparse Data: The Role of Personality Information. AssembleNet: Searching for Multi-Stream Neural Connectivity in Video Architectures. Fault-Tolerant Routing in Hypercube Networks by Avoiding Faulty Nodes. FARSA: Fully Automated Roadway Safety Assessment. Efficient Identif …

Paper Group ANR 1261

January 27, 2020

Residual Pyramid FCN for Robust Follicle Segmentation. A Zero-Shot Learning application in Deep Drawing process using Hyper-Process Model. The Intrinsic Scale of Networks is Small. Convolutional Neural Network-aided Bit-flipping for Belief Propagation Decoding of Polar Codes. Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide …