Medical Image Registration

Paper Group AWR 10

February 2, 2020

Preferences Implicit in the State of the World. Balanced Binary Neural Networks with Gated Residual. MNIST-C: A Robustness Benchmark for Computer Vision. An Active Approach for Model Interpretation. PyTorchPipe: a framework for rapid prototyping of pipelines combining language and vision. Unsupervised Learning of Probabilistic Diffeomorphic Registr …

Paper Group AWR 31

February 2, 2020

tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification. CobWeb: A Research Prototype for Exploring User Bias in Political Fact-Checking. Mixture Content Selection for Diverse Sequence Generation. Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots. A Wind of Change: …

Paper Group AWR 33

February 2, 2020

Active Learning for Decision-Making from Imbalanced Observational Data. BIRL: Benchmark on Image Registration methods with Landmark validation. ANETAC: Arabic Named Entity Transliteration and Classification Dataset. Selecting the independent coordinates of manifolds with large aspect ratios. Seeing Under the Cover: A Physics Guided Learning Approac …

Paper Group AWR 123

February 1, 2020

Cardinality Estimation in a Virtualized Network Device Using Online Machine Learning. Stochastic Gradient Methods with Layer-wise Adaptive Moments for Training of Deep Networks. Effect Inference from Two-Group Data with Sampling Bias. Convolution Based Spectral Partitioning Architecture for Hyperspectral Image Classification. Regression and Classif …

Paper Group AWR 139

February 1, 2020

Self-Tuning Networks: Bilevel Optimization of Hyperparameters using Structured Best-Response Functions. CUDA-Self-Organizing feature map based visual sentiment analysis of bank customer complaints for Analytical CRM. Graph Transformer for Graph-to-Sequence Learning. Market Trend Prediction using Sentiment Analysis: Lessons Learned and Paths Forward …

Paper Group AWR 140

February 1, 2020

Attributed Network Embedding via Subspace Discovery. Recursive Cascaded Networks for Unsupervised Medical Image Registration. Learning Logistic Circuits. On the number of k-skip-n-grams. RANet: Ranking Attention Network for Fast Video Object Segmentation. Diversity with Cooperation: Ensemble Methods for Few-Shot Classification. Deep convolutional n …

Paper Group AWR 198

February 1, 2020

BADGER: Learning to (Learn [Learning Algorithms] through Multi-Agent Communication). Neural Network Training with Approximate Logarithmic Computations. Explore, Propose, and Assemble: An Interpretable Model for Multi-Hop Reading Comprehension. Predicting Research Trends From Arxiv. A Conceptual Framework for Evaluating Fairness in Search. DDGK: Lea …

Paper Group AWR 247

February 1, 2020

DA-RefineNet:A Dual Input Whole Slide Image Segmentation Algorithm Based on Attention. Regularizing Neural Networks for Future Trajectory Prediction via Inverse Reinforcement Learning Framework. Graph-Based Object Classification for Neuromorphic Vision Sensing. Tag-based Multi-Span Extraction in Reading Comprehension. Biologically plausible deep le …

Paper Group AWR 348

February 1, 2020

$d$-SNE: Domain Adaptation using Stochastic Neighborhood Embedding. How to Build User Simulators to Train RL-based Dialog Systems. Neural Ideal Point Estimation Network. On Tree-based Methods for Similarity Learning. Frustum ConvNet: Sliding Frustums to Aggregate Local Point-Wise Features for Amodal 3D Object Detection. Contrastive Variational Auto …

Paper Group ANR 96

January 31, 2020

Exponential Separations in Local Differential Privacy. Semantic filtering through deep source separation on microscopy images. Adaptive Robust Optimization with Nearly Submodular Structure. Analysis and Improvement of Adversarial Training in DQN Agents With Adversarially-Guided Exploration (AGE). Localized Debiased Machine Learning: Efficient Estim …

Paper Group AWR 375

January 31, 2020

Unsupervised 3D End-to-End Medical Image Registration with Volume Tweening Network. HAKE: Human Activity Knowledge Engine. Missingness as Stability: Understanding the Structure of Missingness in Longitudinal EHR data and its Impact on Reinforcement Learning in Healthcare. EQuANt (Enhanced Question Answer Network). Utilizing BERT for Aspect-Based Se …

Paper Group ANR 221

January 30, 2020

Conditional Segmentation in Lieu of Image Registration. Cross-Sensor and Cross-Spectral Periocular Biometrics: A Comparative Benchmark including Smartphone Authentication. Dense Deformation Network for High Resolution Tissue Cleared Image Registration. Handling Missing MRI Input Data in Deep Learning Segmentation of Brain Metastases: A Multi-Center …

Paper Group ANR 394

January 30, 2020

5 Parallel Prism: A topology for pipelined implementations of convolutional neural networks using computational memory. A Novel Self-Organizing PID Approach for Controlling Mobile Robot Locomotion. Mirovia: A Benchmarking Suite for Modern Heterogeneous Computing. Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsuper …

Paper Group ANR 442

January 30, 2020

Unsupervised Deformable Image Registration Using Cycle-Consistent CNN. Graph-Hist: Graph Classification from Latent Feature Histograms With Application to Bot Detection. Deteção de estruturas permanentes a partir de dados de séries temporais Sentinel 1 e 2. Beyond The Wall Street Journal: Anchoring and Comparing Discourse Signals across Genres. Fus …

Paper Group ANR 632

January 29, 2020

End-to-End Trainable Non-Collaborative Dialog System. Soccer Team Vectors. Adversarial Pixel-Level Generation of Semantic Images. Identifying Pediatric Vascular Anomalies With Deep Learning. Unbiased Recommender Learning from Missing-Not-At-Random Implicit Feedback. Multi-scale Octave Convolutions for Robust Speech Recognition. Why do These Match? …

Paper Group ANR 633

January 29, 2020

Zero Shot Learning for Multi-Modal Real Time Image Registration. Evaluation of Multidisciplinary Effects of Artificial Intelligence with Optimization Perspective. DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning. Geometry of Deep Generative Models for Disentangled Representations. Towards Computing Infere …

Paper Group ANR 672

January 29, 2020

Proposition d’une nouvelle approche d’extraction des motifs fermés fréquents. Detecting and Diagnosing Incipient Building Faults Using Uncertainty Information from Deep Neural Networks. EAT2seq: A generic framework for controlled sentence transformation without task-specific training. Sudden Death: A New Way to Compare Recommendation Diversificatio …

Paper Group ANR 686

January 29, 2020

A new measure of modularity density for community detection. Learning Rich Image Region Representation for Visual Question Answering. TDAPNet: Prototype Network with Recurrent Top-Down Attention for Robust Object Classification under Partial Occlusion. Overlapping community detection in networks based on link partitioning and partitioning around me …

Paper Group ANR 810

January 28, 2020

Semantic Segmentation for Compound figures. Automating concept-drift detection by self-evaluating predictive model degradation. Multi-owner Secure Encrypted Search Using Searching Adversarial Networks. Speech-driven facial animation using polynomial fusion of features. Visual Appearance Based Person Retrieval in Unconstrained Environment Videos. Ca …

Paper Group ANR 957

January 28, 2020

When Can Neural Networks Learn Connected Decision Regions?. Conv2Warp: An unsupervised deformable image registration with continuous convolution and warping. MarmoNet: a pipeline for automated projection mapping of the common marmoset brain from whole-brain serial two-photon tomography. A User Study of Perceived Carbon Footprint. Deformable Medical …

Paper Group ANR 981

January 28, 2020

Online Synthesis for Runtime Enforcement of Safety in Multi-Agent Systems. Data hiding in complex-amplitude modulation using a digital micromirror device. Geometric Wavelet Scattering Networks on Compact Riemannian Manifolds. Latent Suicide Risk Detection on Microblog via Suicide-Oriented Word Embeddings and Layered Attention. Outlier-Robust Spatia …