Optical Flow Estimation

Paper Group AWR 338

October 20, 2019

Neural Network Acceptability Judgments. The PyTorch-Kaldi Speech Recognition Toolkit. A Numerical Framework for Efficient Motion Estimation on Evolving Sphere-Like Surfaces based on Brightness and Mass Conservation Laws. A Quantum Many-body Wave Function Inspired Language Modeling Approach. 3D Human Pose Estimation with Siamese Equivariant Embeddin …

Paper Group AWR 346

October 20, 2019

Densely Connected Bidirectional LSTM with Applications to Sentence Classification. Adversarial Spheres. Learning monocular depth estimation with unsupervised trinocular assumptions. Convolutional Simplex Projection Network (CSPN) for Weakly Supervised Semantic Segmentation. Locally Private Bayesian Inference for Count Models. Multichannel Semantic …

Paper Group ANR 107

October 19, 2019

Unsupervised Domain Adaptation for Learning Eye Gaze from a Million Synthetic Images: An Adversarial Approach. Kalman-based Spectro-Temporal ECG Analysis using Deep Convolutional Networks for Atrial Fibrillation Detection. A Feature Clustering Approach Based on Histogram of Oriented Optical Flow and Superpixels. Non-Intrusive Signature Extraction f …

Paper Group ANR 112

October 19, 2019

Fingerprint Presentation Attack Detection: Generalization and Efficiency. An Image dehazing approach based on the airlight field estimation. Low-Resource Speech-to-Text Translation. Dense Scene Flow from Stereo Disparity and Optical Flow. Evaluating the Complementarity of Taxonomic Relation Extraction Methods Across Different Languages. Deep Learni …

Paper Group ANR 116

October 19, 2019

Chittron: An Automatic Bangla Image Captioning System. Rank Minimization on Tensor Ring: A New Paradigm in Scalable Tensor Decomposition and Completion. RadialGAN: Leveraging multiple datasets to improve target-specific predictive models using Generative Adversarial Networks. On the Latent Space of Wasserstein Auto-Encoders. Efficient collective sw …

Paper Group ANR 119

October 19, 2019

Cross-Database Micro-Expression Recognition: A Benchmark. InfyNLP at SMM4H Task 2: Stacked Ensemble of Shallow Convolutional Neural Networks for Identifying Personal Medication Intake from Twitter. Scene Graph Reasoning with Prior Visual Relationship for Visual Question Answering. Probabilistic Tools for the Analysis of Randomized Optimization Heur …

Paper Group ANR 129

October 19, 2019

CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic Segmentation. Medical code prediction with multi-view convolution and description-regularized label-dependent attention. Predicting optical coherence tomography-derived diabetic macular edema grades from fundus photographs using deep learning. SCPNet: Spatial-Channel Parallelism Network …

Paper Group ANR 133

October 19, 2019

Private PAC learning implies finite Littlestone dimension. Narrow Artificial Intelligence with Machine Learning for Real-Time Estimation of a Mobile Agents Location Using Hidden Markov Models. HybridNet: Classification and Reconstruction Cooperation for Semi-Supervised Learning. The Focus-Aspect-Polarity Model for Predicting Subjective Noun Attribu …

Paper Group ANR 147

October 19, 2019

A Priori Estimates of the Population Risk for Two-layer Neural Networks. Latent Transformations for Object View Points Synthesis. Adversarial Regression for Detecting Attacks in Cyber-Physical Systems. A Brand-level Ranking System with the Customized Attention-GRU Model. Principles of design and software development models of ontological-driven com …

Paper Group ANR 164

October 19, 2019

AttnConvnet at SemEval-2018 Task 1: Attention-based Convolutional Neural Networks for Multi-label Emotion Classification. Wikibook-Bot - Automatic Generation of a Wikipedia Book. Network Learning with Local Propagation. Solving Sinhala Language Arithmetic Problems using Neural Networks. Probabilistic Sparse Subspace Clustering Using Delayed Associa …

Paper Group ANR 177

October 19, 2019

Closing the U.S. gender wage gap requires understanding its heterogeneity. Competition vs. Concatenation in Skip Connections of Fully Convolutional Networks. Stochastic bandits robust to adversarial corruptions. Aspect Sentiment Model for Micro Reviews. Adversarial Resilience Learning - Towards Systemic Vulnerability Analysis for Large and Complex …

Paper Group ANR 182

October 19, 2019

Detecting and Explaining Drifts in Yearly Grant Applications. Automated Playtesting with Procedural Personas through MCTS with Evolved Heuristics. How Complex is your classification problem? A survey on measuring classification complexity. eCommerceGAN : A Generative Adversarial Network for E-commerce. Post-prognostics decision in Cyber-Physical Sy …

Paper Group ANR 192

October 19, 2019

Some New Layer Architectures for Graph CNN. Neonatal Pain Expression Recognition Using Transfer Learning. Data-driven forecasting of solar irradiance. Rethinking Recurrent Latent Variable Model for Music Composition. A Geometric Approach for Real-time Monitoring of Dynamic Large Scale Graphs: AS-level graphs illustrated. Temporal Hockey Action Reco …

Paper Group ANR 204

October 19, 2019

Scalable Gaussian Processes on Discrete Domains. Temporal Answer Set Programming on Finite Traces. On Meta-Learning for Dynamic Ensemble Selection. Structure-Aware 3D Hourglass Network for Hand Pose Estimation from Single Depth Image. Second-Order Asymptotically Optimal Statistical Classification. LineNet: a Zoomable CNN for Crowdsourced High Defin …

Paper Group ANR 213

October 19, 2019

Improving Image Captioning with Conditional Generative Adversarial Nets. Cross-modal Embeddings for Video and Audio Retrieval. Quantifying the Burden of Exploration and the Unfairness of Free Riding. Configurable Markov Decision Processes. Speaker Selective Beamformer with Keyword Mask Estimation. Optimizing deep video representation to match brain …

Paper Group ANR 230

October 19, 2019

i3PosNet: Instrument Pose Estimation from X-Ray in temporal bone surgery. LoopSmart: Smart Visual SLAM Through Surface Loop Closure. Model Interpretation: A Unified Derivative-based Framework for Nonparametric Regression and Supervised Machine Learning. A Stacked Autoencoder Neural Network based Automated Feature Extraction Method for Anomaly detec …

Paper Group ANR 239

October 19, 2019

Persian Vowel recognition with MFCC and ANN on PCVC speech dataset. Mid-Level Visual Representations Improve Generalization and Sample Efficiency for Learning Visuomotor Policies. Synthetic Patient Generation: A Deep Learning Approach Using Variational Autoencoders. Convergent Actor-Critic Algorithms Under Off-Policy Training and Function Approxima …

Paper Group ANR 261

October 19, 2019

Generating Multiple Diverse Responses for Short-Text Conversation. Algorithms for Destructive Shift Bribery. Optimal arrangements of hyperplanes for multiclass classification. Unsupervised Video Object Segmentation using Motion Saliency-Guided Spatio-Temporal Propagation. Piecewise Convex Function Estimation and Model Selection. Crowd Counting by A …

Paper Group ANR 262

October 19, 2019

Solving stochastic differential equations and Kolmogorov equations by means of deep learning. A Novel Domain Adaptation Framework for Medical Image Segmentation. Cubes3D: Neural Network based Optical Flow in Omnidirectional Image Scenes. AIRNet: Self-Supervised Affine Registration for 3D Medical Images using Neural Networks. Weakly-Supervised Learn …

Paper Group ANR 263

October 19, 2019

Online Collective Animal Movement Activity Recognition. A Study on Deep Learning Based Sauvegrain Method for Measurement of Puberty Bone Age. LookinGood: Enhancing Performance Capture with Real-time Neural Re-Rendering. Variational based Mixed Noise Removal with CNN Deep Learning Regularization. A Multi-Layer Approach to Superpixel-based Higher-ord …

Paper Group ANR 282

October 19, 2019

Approximate Dynamic Programming for Planning a Ride-Sharing System using Autonomous Fleets of Electric Vehicles. Non-Rigid Image Registration Using Self-Supervised Fully Convolutional Networks without Training Data. VINE: An Open Source Interactive Data Visualization Tool for Neuroevolution. Optimal Parameter Choices via Precise Black-Box Analysis. …

Paper Group ANR 284

October 19, 2019

Poisoning Behavioral Malware Clustering. Feature Dimensionality Reduction for Video Affect Classification: A Comparative Study. Helping or Hurting? Predicting Changes in Users’ Risk of Self-Harm Through Online Community Interactions. Multimodal Explanations by Predicting Counterfactuality in Videos. Sensitivity based Neural Networks Explanations. N …

Paper Group ANR 286

October 19, 2019

Binary Weighted Memristive Analog Deep Neural Network for Near-Sensor Edge Processing. Learning State Representations in Complex Systems with Multimodal Data. Predicting Chronic Disease Hospitalizations from Electronic Health Records: An Interpretable Classification Approach. Machine Learning Enabled Computational Screening of Inorganic Solid Elect …

Paper Group ANR 288

October 19, 2019

Real-time Monocular Visual Odometry for Turbid and Dynamic Underwater Environments. Adversarial Label Learning. A Proposal of Interactive Growing Hierarchical SOM. End-to-End Sound Source Separation Conditioned On Instrument Labels. Video Smoke Detection Based on Deep Saliency Network. Neural Image Compression for Gigapixel Histopathology Image Ana …

Paper Group ANR 303

October 19, 2019

Refining Manually-Designed Symbol Grounding and High-Level Planning by Policy Gradients. Big Data Analytics for Wireless and Wired Network Design: A Survey. Convolutional neural network based automatic plaque characterization from intracoronary optical coherence tomography images. What the Vec? Towards Probabilistically Grounded Embeddings. Native …

Paper Group ANR 310

October 19, 2019

21 Million Opportunities: A 19 Facility Investigation of Factors Affecting Hand Hygiene Compliance via Linear Predictive Models. Industrial Smoke Detection and Visualization. Synergy Effect between Convolutional Neural Networks and the Multiplicity of SMILES for Improvement of Molecular Prediction. Efficient Model Identification for Tensegrity Loco …

Paper Group ANR 334

October 19, 2019

Image reconstruction through metamorphosis. Drug Recommendation toward Safe Polypharmacy. Knowledge Graph Completion to Predict Polypharmacy Side Effects. A Multi-Biometrics for Twins Identification Based Speech and Ear. Constructing Compact Brain Connectomes for Individual Fingerprinting. Evaluating Active Learning Heuristics for Sequential Diagno …

Paper Group ANR 348

October 19, 2019

A Stable Cardinality Distance for Topological Classification. High-dimensional estimation via sum-of-squares proofs. Robust and Resource Efficient Identification of Shallow Neural Networks by Fewest Samples. Statistical Optimality of Stochastic Gradient Descent on Hard Learning Problems through Multiple Passes. Stress-Testing Neural Models of Natur …