Image Registration

Paper Group AWR 128

October 21, 2019

dyngraph2vec: Capturing Network Dynamics using Dynamic Graph Representation Learning. VoxelMorph: A Learning Framework for Deformable Medical Image Registration. Deep Depth Completion of a Single RGB-D Image. Semi-crowdsourced Clustering with Deep Generative Models. Mittens: An Extension of GloVe for Learning Domain-Specialized Representations. A G …

Paper Group AWR 150

October 21, 2019

Deep Learning Estimation of Absorbed Dose for Nuclear Medicine Diagnostics. CFCM: Segmentation via Coarse to Fine Context Memory. Learning Gaussian Processes by Minimizing PAC-Bayesian Generalization Bounds. Ground Plane Polling for 6DoF Pose Estimation of Objects on the Road. Probabilistic Formulations of Regression with Mixed Guidance. Tensor Rob …

Paper Group AWR 20

October 21, 2019

BlinkML: Efficient Maximum Likelihood Estimation with Probabilistic Guarantees. To Trust Or Not To Trust A Classifier. AI safety via debate. Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology. SO-Net: Self-Organizing Network for Point Cloud Analysis. A Structured Variational Autoencoder for Contextual Morphol …

Paper Group AWR 35

October 21, 2019

Domain-Specific Face Synthesis for Video Face Recognition from a Single Sample Per Person. SequenceR: Sequence-to-Sequence Learning for End-to-End Program Repair. Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions. Standing Wave Decomposition Gaussian Process. Fast Graph-Cut Based Optimization for Practical Dense …

Paper Group AWR 47

October 21, 2019

Structured Variational Learning of Bayesian Neural Networks with Horseshoe Priors. Weakly Supervised Object Detection in Artworks. Certified Adversarial Robustness with Additive Noise. CubeSLAM: Monocular 3D Object SLAM. Unsupervised Alignment of Embeddings with Wasserstein Procrustes. Perfect Match: A Simple Method for Learning Representations For …

Paper Group AWR 48

October 21, 2019

Actor Conditioned Attention Maps for Video Action Detection. Certified Defenses against Adversarial Examples. AirLab: Autograd Image Registration Laboratory. Deep Learning based Inter-Modality Image Registration Supervised by Intra-Modality Similarity. One-Shot Unsupervised Cross Domain Translation. L4: Practical loss-based stepsize adaptation for …

Paper Group ANR 57

October 20, 2019

Estimating the Spectral Density of Large Implicit Matrices. How did Donald Trump Surprisingly Win the 2016 United States Presidential Election? an Information-Theoretic Perspective (Clean Sensing for Big Data Analytics:Optimal Strategies,Estimation Error Bounds Tighter than the Cramér-Rao Bound). Change Surfaces for Expressive Multidimensional Chan …

Paper Group ANR 63

October 20, 2019

GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification. Efficiently Learning Nonstationary Gaussian Processes for Real World Impact. The Effect of Explicit Structure Encoding of Deep Neural Networks for Symbolic Music Generation. Modeling Meaning Associated with Documental Entities: Introducing t …

Paper Group ANR 99

October 20, 2019

Anomaly Detection for Industrial Big Data. CERES: Distantly Supervised Relation Extraction from the Semi-Structured Web. Location Augmentation for CNN. Field-weighted Factorization Machines for Click-Through Rate Prediction in Display Advertising. Multi-Level Deep Cascade Trees for Conversion Rate Prediction in Recommendation System. Generative Des …

Paper Group AWR 196

October 20, 2019

StructADMM: A Systematic, High-Efficiency Framework of Structured Weight Pruning for DNNs. Inference, Learning and Attention Mechanisms that Exploit and Preserve Sparsity in Convolutional Networks. Deep Chain HDRI: Reconstructing a High Dynamic Range Image from a Single Low Dynamic Range Image. Describing a Knowledge Base. Realistic Evaluation of D …

Paper Group AWR 205

October 20, 2019

Trained Rank Pruning for Efficient Deep Neural Networks. An Unsupervised Learning Model for Deformable Medical Image Registration. Did the Model Understand the Question?. Identifying Well-formed Natural Language Questions. A Comprehensive Analysis of Deep Regression. Multispectral Pedestrian Detection via Simultaneous Detection and Segmentation. Mu …

Paper Group ANR 222

October 19, 2019

Multi-lingual Common Semantic Space Construction via Cluster-consistent Word Embedding. Markerless Visual Robot Programming by Demonstration. Towards Spectral Estimation from a Single RGB Image in the Wild. Visual Question Reasoning on General Dependency Tree. Multi-View Frame Reconstruction with Conditional GAN. Category Trees. Use Of Vapnik-Cherv …

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 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 283

October 19, 2019

Map matching when the map is wrong: Efficient vehicle tracking on- and off-road for map learning. Visual Diagnostics for Deep Reinforcement Learning Policy Development. IGD Indicator-based Evolutionary Algorithm for Many-objective Optimization Problems. Discriminator-Actor-Critic: Addressing Sample Inefficiency and Reward Bias in Adversarial Imitat …

Paper Group ANR 290

October 19, 2019

Design of a nickel-base superalloy using a neural network. RNNs as psycholinguistic subjects: Syntactic state and grammatical dependency. Closed-form Marginal Likelihood in Gamma-Poisson Matrix Factorization. D$^2$: Decentralized Training over Decentralized Data. Detecting Deceptive Reviews using Generative Adversarial Networks. Physics-driven Fire …

Paper Group ANR 301

October 19, 2019

Live Target Detection with Deep Learning Neural Network and Unmanned Aerial Vehicle on Android Mobile Device. Scalar Quantization as Sparse Least Square Optimization. Constructing Ontology-Based Cancer Treatment Decision Support System with Case-Based Reasoning. WHInter: A Working set algorithm for High-dimensional sparse second order Interaction m …

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 468

October 18, 2019

PILAE: A Non-gradient Descent Learning Scheme for Deep Feedforward Neural Networks. Behavioral-clinical phenotyping with type 2 diabetes self-monitoring data. Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation. REST: Real-to-Synthetic Transform for Illumination Invariant Camera Localization. Satellite Image Forgery …

Paper Group ANR 477

October 18, 2019

Learning-based Regularization for Cardiac Strain Analysis with Ability for Domain Adaptation. Object segmentation in depth maps with one user click and a synthetically trained fully convolutional network. Offline Signature Verification by Combining Graph Edit Distance and Triplet Networks. Towards Unsupervised Automatic Speech Recognition Trained b …

Paper Group ANR 478

October 18, 2019

The Mathematics of Changing one’s Mind, via Jeffrey’s or via Pearl’s update rule. Multi-Label Robust Factorization Autoencoder and its Application in Predicting Drug-Drug Interactions. SentRNA: Improving computational RNA design by incorporating a prior of human design strategies. Near Human-Level Performance in Grammatical Error Correction with Hy …

Paper Group ANR 490

October 18, 2019

Realtime Time Synchronized Event-based Stereo. A Joint Sequence Fusion Model for Video Question Answering and Retrieval. Attention to Head Locations for Crowd Counting. Inception-Residual Block based Neural Network for Thermal Image Denoising. On the Complexity of the Weighted Fused Lasso. How Developers Iterate on Machine Learning Workflows – A S …

Paper Group ANR 517

October 18, 2019

2D Reconstruction of Small Intestine’s Interior Wall. Human Motion Modeling using DVGANs. Monotonic classification: an overview on algorithms, performance measures and data sets. Discovering heterogeneous subpopulations for fine-grained analysis of opioid use and opioid use disorders. Effective Learning of Probabilistic Models for Clinical Predicti …

Paper Group ANR 552

October 18, 2019

ClosNets: a Priori Sparse Topologies for Faster DNN Training. Superconducting Optoelectronic Neurons II: Receiver Circuits. The SEN1-2 Dataset for Deep Learning in SAR-Optical Data Fusion. A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration. Cross-dataset Person Re-Identification Using Similarity Preserved Generative …

Paper Group ANR 582

October 18, 2019

Face Spoofing Detection by Fusing Binocular Depth and Spatial Pyramid Coding Micro-Texture Features. Convolutional Neural Networks with Transformed Input based on Robust Tensor Network Decomposition. Spectral Methods from Tensor Networks. Confidence Prediction for Lexicon-Free OCR. Evaluation of the visual odometry methods for semi-dense real-time. …