Video Prediction

Paper Group AWR 26

February 2, 2020

AVA-ActiveSpeaker: An Audio-Visual Dataset for Active Speaker Detection. Associative Convolutional Layers. PredNet and Predictive Coding: A Critical Review. Winning the Lottery with Continuous Sparsification. FISR: Deep Joint Frame Interpolation and Super-Resolution with A Multi-scale Temporal Loss. Event-driven Video Frame Synthesis. Frame attenti …

Paper Group AWR 36

February 2, 2020

Artificial Neural Network Modeling for Path Loss Prediction in Urban Environments. LambdaOpt: Learn to Regularize Recommender Models in Finer Levels. Handling correlated and repeated measurements with the smoothed Multivariate square-root Lasso. The Devil is in the Details: Delving into Unbiased Data Processing for Human Pose Estimation. Evaluating …

Paper Group AWR 202

February 1, 2020

Hyper-Path-Based Representation Learning for Hyper-Networks. Advancing GraphSAGE with A Data-Driven Node Sampling. Point-to-Point Video Generation. Semi-Supervised Classification on Non-Sparse Graphs Using Low-Rank Graph Convolutional Networks. VideoFlow: A Conditional Flow-Based Model for Stochastic Video Generation. Handwritten Indic Character Re …

Paper Group AWR 219

February 1, 2020

Deep interpretable architecture for plant diseases classification. Spherical Text Embedding. Metric Learning for Adversarial Robustness. Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer. DINGO: Distributed Newton-Type Method for Gradient-Norm Optimization. Unsupervised Keypoint Learning for Guiding Class-Conditional …

Paper Group AWR 221

February 1, 2020

Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification. ODE$^2$VAE: Deep generative second order ODEs with Bayesian neural networks. Missing Data Imputation with Adversarially-trained Graph Convolutional Networks. Spontaneous Facial Micro-Expression Recognition using 3D Spatiotemporal Convolutional Neural Networks. Structured Va …

Paper Group AWR 274

February 1, 2020

DeepView: Visualizing the behavior of deep neural networks in a part of the data space. Poisoning Attacks with Generative Adversarial Nets. QPyTorch: A Low-Precision Arithmetic Simulation Framework. Explaining Vulnerabilities to Adversarial Machine Learning through Visual Analytics. Architectural Middleware that Supports Building High-performance, …

Paper Group AWR 280

February 1, 2020

Multi-scale Dynamic Feature Encoding Network for Image Demoireing. SmoothFool: An Efficient Framework for Computing Smooth Adversarial Perturbations. Differentiation of Blackbox Combinatorial Solvers. SPSTracker: Sub-Peak Suppression of Response Map for Robust Object Tracking. Variational Bayesian Decision-making for Continuous Utilities. Boosting …

Paper Group AWR 319

February 1, 2020

ConEx: Efficient Exploration of Big-Data System Configurations for Better Performance. Progressive DNN Compression: A Key to Achieve Ultra-High Weight Pruning and Quantization Rates using ADMM. Learning Convolutional Transforms for Lossy Point Cloud Geometry Compression. Trained Quantization Thresholds for Accurate and Efficient Fixed-Point Inferen …

Paper Group ANR 246

January 30, 2020

Hand Pose Estimation: A Survey. Hierarchical Variational Imitation Learning of Control Programs. Federated Imitation Learning: A Novel Framework for Cloud Robotic Systems with Heterogeneous Sensor Data. Partial Separability and Functional Graphical Models for Multivariate Gaussian Processes. Do Attention Heads in BERT Track Syntactic Dependencies?. …

Paper Group ANR 433

January 30, 2020

Deep Sparse Coding for Non-Intrusive Load Monitoring. Clustering Uncertain Data via Representative Possible Worlds with Consistency Learning. Resource production of written forms of Sign Languages by a user-centered editor, SWift (SignWriting improved fast transcriber). Intelligent Systems Design for Malware Classification Under Adversarial Conditi …

Paper Group ANR 498

January 29, 2020

Online Subspace Tracking for Damage Propagation Modeling and Predictive Analytics: Big Data Perspective. SCR-Apriori for Mining `Sets of Contrasting Rules’. Visual-Relation Conscious Image Generation from Structured-Text. An Algorithmic Equity Toolkit for Technology Audits by Community Advocates and Activists. Weakly Supervised Attention Networks f …

Paper Group ANR 547

January 29, 2020

Learning to Make Generalizable and Diverse Predictions for Retrosynthesis. Animating Landscape: Self-Supervised Learning of Decoupled Motion and Appearance for Single-Image Video Synthesis. Omnipush: accurate, diverse, real-world dataset of pushing dynamics with RGB-D video. Architecture-aware Network Pruning for Vision Quality Applications. SPFlow …

Paper Group ANR 548

January 29, 2020

Machine learning and glioma imaging biomarkers. Splitting Methods for Convex Bi-Clustering and Co-Clustering. Learning Multilingual Word Embeddings Using Image-Text Data. PVSS: A Progressive Vehicle Search System for Video Surveillance Networks. Bounce and Learn: Modeling Scene Dynamics with Real-World Bounces. Towards vision-based robotic skins: a …

Paper Group ANR 573

January 29, 2020

A Method for Evaluating Chimeric Synchronization of Coupled Oscillators and Its Application for Creating a Neural Network Information Converter. Machine Learning for Clinical Predictive Analytics. Learning performance in inverse Ising problems with sparse teacher couplings. Meta-Learning Mean Functions for Gaussian Processes. Multilingual Culture-I …

Paper Group ANR 577

January 29, 2020

Deciphering Dynamical Nonlinearities in Short Time Series Using Recurrent Neural Networks. Learning Functions over Sets via Permutation Adversarial Networks. Rethinking Full Connectivity in Recurrent Neural Networks. REBEC: Robust Evolutionary-based Calibration Approach for the Numerical Wind Wave Model. Semi-Supervised Medical Image Segmentation v …

Paper Group ANR 693

January 29, 2020

Optimal Sketching for Kronecker Product Regression and Low Rank Approximation. Better accuracy with quantified privacy: representations learned via reconstructive adversarial network. Hierarchical Foresight: Self-Supervised Learning of Long-Horizon Tasks via Visual Subgoal Generation. Minimal Solvers for Mini-Loop Closures in 3D Multi-Scan Alignmen …

Paper Group ANR 716

January 29, 2020

Don’t Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference. Minimal penalties and the slope heuristics: a survey. A Study of the Effect of Resolving Negation and Sentiment Analysis in Recognizing Text Entailment for Arabic. Exploiting Oxide Based Resistive RAM Variability for Bayesian Neural Network Hardware Design. Real …

Paper Group ANR 1049

January 28, 2020

Prediction of Dashed Café Wall illusion by the Classical Receptive Field Model. EEG-Based Emotion Recognition Using Regularized Graph Neural Networks. Active inference body perception and action for humanoid robots. Invariant Tensor Feature Coding. Adversarial Video Generation on Complex Datasets. Distilling Policy Distillation. Permutation Recover …

Paper Group ANR 853

January 28, 2020

Degraded Historical Documents Images Binarization Using a Combination of Enhanced Techniques. Open Set Domain Adaptation for Image and Action Recognition. Predicting Soil pH by Using Nearest Fields. The Semantic Mutex Watershed for Efficient Bottom-Up Semantic Instance Segmentation. On the Vulnerability of CNN Classifiers in EEG-Based BCIs. Develop …

Paper Group ANR 902

January 28, 2020

Human Activity Recognition with Convolutional Neural Netowrks. Precipitation Nowcasting with Star-Bridge Networks. AMSI-Based Detection of Malicious PowerShell Code Using Contextual Embeddings. Attributed Rhetorical Structure Grammar for Domain Text Summarization. SensorDrop: A Reinforcement Learning Framework for Communication Overhead Reduction o …

Paper Group ANR 1259

January 27, 2020

Method and System for Image Analysis to Detect Cancer. Three Branches: Detecting Actions With Richer Features. Submission to ActivityNet Challenge 2019: Task B Spatio-temporal Action Localization. Fixing Bias in Reconstruction-based Anomaly Detection with Lipschitz Discriminators. Using machine learning to construct velocity fields from OH-PLIF ima …

Paper Group ANR 1260

January 27, 2020

RoboNet: Large-Scale Multi-Robot Learning. Robust Tensor Recovery with Fiber Outliers for Traffic Events. Probabilistic Successor Representations with Kalman Temporal Differences. A Heuristic Algorithm for the Fabric Spreading and Cutting Problem in Apparel Factories. Reluctant generalized additive modeling. Particle swarm optimization model to pre …

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 …

Paper Group ANR 1377

January 26, 2020

Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-based CT Image Augmentation for Object Detection. Universal Hysteresis Identification Using Extended Preisach Neural Network. Clouds of Oriented Gradients for 3D Detection of Objects, Surfaces, and Indoor Scene Layouts. Adaptive versus Standard Descent Methods and Robust …

Paper Group ANR 1664

January 25, 2020

Latent Relation Language Models. Data Extraction from Charts via Single Deep Neural Network. Gaussian Process Optimization with Adaptive Sketching: Scalable and No Regret. Financial Applications of Gaussian Processes and Bayesian Optimization. Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation. Compositi …

Paper Group ANR 1708

January 25, 2020

Meta-Learning for Contextual Bandit Exploration. CUNI System for the Building Educational Applications 2019 Shared Task: Grammatical Error Correction. A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings. Heterogeneous causal effects with imperfect compliance: a novel Bayesian machine learning approa …

Paper Group ANR 1709

January 25, 2020

Performance Analysis and Characterization of Training Deep Learning Models on Mobile Devices. Streaming Quantiles Algorithms with Small Space and Update Time. Fast Record Linkage for Company Entities. Toward Fairness in AI for People with Disabilities: A Research Roadmap. Model-Based Reinforcement Learning for Atari. Revisiting the probabilistic me …

Paper Group ANR 1757

January 25, 2020

A posteriori Trading-inspired Model-free Time Series Segmentation. Structured Modeling of Joint Deep Feature and Prediction Refinement for Salient Object Detection. Solar-Sail Trajectory Design for Multiple Near Earth Asteroid Exploration Based on Deep Neural Networks. An Interval-Valued Utility Theory for Decision Making with Dempster-Shafer Belie …