Edge Detection

Paper Group AWR 102

October 21, 2019

Multimodal Generative Models for Scalable Weakly-Supervised Learning. Topology classification with deep learning to improve real-time event selection at the LHC. Interpretable and Compositional Relation Learning by Joint Training with an Autoencoder. emrQA: A Large Corpus for Question Answering on Electronic Medical Records. Differentiable Fine-gra …

Paper Group AWR 2

October 21, 2019

Destructiveness of Lexicographic Parsimony Pressure and Alleviation by a Concatenation Crossover in Genetic Programming. Matrix Factorization on GPUs with Memory Optimization and Approximate Computing. Neural Processes Mixed-Effect Models for Deep Normative Modeling of Clinical Neuroimaging Data. Cadre Modeling: Simultaneously Discovering Subpopula …

Paper Group AWR 201

October 20, 2019

Learning Heuristics for Quantified Boolean Formulas through Deep Reinforcement Learning. Unsupervised Attention-guided Image to Image Translation. Semantic Edge Detection with Diverse Deep Supervision. Zero-Shot Sketch-Image Hashing. Three Birds One Stone: A General Architecture for Salient Object Segmentation, Edge Detection and Skeleton Extractio …

Paper Group AWR 206

October 20, 2019

Contextualize, Show and Tell: A Neural Visual Storyteller. A Binary Optimization Approach for Constrained K-Means Clustering. Accelerated Inference in Markov Random Fields via Smooth Riemannian Optimization. Instance-level Human Parsing via Part Grouping Network. Efficient Dependency-Guided Named Entity Recognition. Scalable Importance Tempering an …

Paper Group AWR 212

October 20, 2019

Deep Learning for Classification Tasks on Geospatial Vector Polygons. Generating Distractors for Reading Comprehension Questions from Real Examinations. Neural Likelihoods via Cumulative Distribution Functions. LemmaTag: Jointly Tagging and Lemmatizing for Morphologically-Rich Languages with BRNNs. Likelihood-free inference with emulator networks. …

Paper Group AWR 226

October 20, 2019

Knowledge Distillation by On-the-Fly Native Ensemble. Computer vision-based framework for extracting geological lineaments from optical remote sensing data. Noise Contrastive Priors for Functional Uncertainty. Band selection with Higher Order Multivariate Cumulants for small target detection in hyperspectral images. Learning Multilingual Word Embed …

Paper Group AWR 320

October 20, 2019

Two Local Models for Neural Constituent Parsing. Detecting Malicious PowerShell Commands using Deep Neural Networks. Data Augmentation using Random Image Cropping and Patching for Deep CNNs. Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion. Shift-Net: Image Inpainting via Deep Feature Rearrangement. DeepFlux for Skele …

Paper Group AWR 348

October 20, 2019

Towards High Resolution Video Generation with Progressive Growing of Sliced Wasserstein GANs. Unsupervised Representation Learning by Predicting Image Rotations. Simultaneous Edge Alignment and Learning. RepMet: Representative-based metric learning for classification and one-shot object detection. Deep Learning using Rectified Linear Units (ReLU). …

Paper Group ANR 237

October 19, 2019

Maximum-Entropy Fine-Grained Classification. Social Media Would Not Lie: Prediction of the 2016 Taiwan Election via Online Heterogeneous Data. Direct Prediction of Cardiovascular Mortality from Low-dose Chest CT using Deep Learning. Super learning in the SAS system. Generalization Bounds for Vicinal Risk Minimization Principle. A Computational Meth …

Paper Group ANR 245

October 19, 2019

State Distribution-aware Sampling for Deep Q-learning. Deep learning for dehazing: Comparison and analysis. On Attention Models for Human Activity Recognition. The MeMAD Submission to the IWSLT 2018 Speech Translation Task. Learning and Querying Fast Generative Models for Reinforcement Learning. Investigating Linguistic Pattern Ordering in Hierarch …

Paper Group ANR 304

October 19, 2019

Tagging like Humans: Diverse and Distinct Image Annotation. Wideband Time-Domain Digital Backpropagation via Subband Processing and Deep Learning. Machine learning and AI research for Patient Benefit: 20 Critical Questions on Transparency, Replicability, Ethics and Effectiveness. Time Series Featurization via Topological Data Analysis. Cooperative …

Paper Group ANR 353

October 19, 2019

A Hardware-Software Blueprint for Flexible Deep Learning Specialization. Large-scale Generative Modeling to Improve Automated Veterinary Disease Coding. Unsupervised Dimension Selection using a Blue Noise Spectrum. Shape analysis of framed space curves. Syn2Real: A New Benchmark forSynthetic-to-Real Visual Domain Adaptation. Fine-Grained Land Use C …

Paper Group ANR 415

October 18, 2019

Does Haze Removal Help CNN-based Image Classification?. Efficient Subpixel Refinement with Symbolic Linear Predictors. Meta Multi-Task Learning for Sequence Modeling. Saccadic Predictive Vision Model with a Fovea. Discriminative but Not Discriminatory: A Comparison of Fairness Definitions under Different Worldviews. A classification point-of-view a …

Paper Group ANR 625

October 18, 2019

Fruit Quantity and Quality Estimation using a Robotic Vision System. Attention-based Recurrent Neural Network for Urban Vehicle Trajectory Prediction. Disturbance Grassmann Kernels for Subspace-Based Learning. Mathematics as information compression via the matching and unification of patterns. Pattern Analysis with Layered Self-Organizing Maps. SWA …

Paper Group ANR 664

October 18, 2019

I Have Seen Enough: A Teacher Student Network for Video Classification Using Fewer Frames. Visual Data Synthesis via GAN for Zero-Shot Video Classification. Multimodal Affective Analysis Using Hierarchical Attention Strategy with Word-Level Alignment. signProx: One-Bit Proximal Algorithm for Nonconvex Stochastic Optimization. Ensemble computation a …

Paper Group ANR 700

October 17, 2019

Doubly Semi-Implicit Variational Inference. Stereo obstacle detection for unmanned surface vehicles by IMU-assisted semantic segmentation. Three for one and one for three: Flow, Segmentation, and Surface Normals. Low-Latency Human Action Recognition with Weighted Multi-Region Convolutional Neural Network. Neural Architecture Search Over a Graph Sea …

Paper Group ANR 711

October 17, 2019

Application of Clinical Concept Embeddings for Heart Failure Prediction in UK EHR data. Segmentation of Multiple Sclerosis lesion in brain MR images using Fuzzy C-Means. Dynamic Pricing with Finitely Many Unknown Valuations. Quality assessment metrics for edge detection and edge-aware filtering: A tutorial review. A Radiomics Approach to Traumatic …

Paper Group ANR 823

October 17, 2019

Controlling the privacy loss with the input feature maps of the layers in convolutional neural networks. Robust Active Learning for Electrocardiographic Signal Classification. COTA: Improving the Speed and Accuracy of Customer Support through Ranking and Deep Networks. Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates. Advers …

Paper Group ANR 1089

October 16, 2019

Learning Representative Temporal Features for Action Recognition. Generative Adversarial User Model for Reinforcement Learning Based Recommendation System. Large scale visual place recognition with sub-linear storage growth. Clinical Parameters Prediction for Gait Disorder Recognition. A Deep Ranking Model for Spatio-Temporal Highlight Detection fr …

Paper Group ANR 1099

October 16, 2019

Semantic Matching Against a Corpus: New Applications and Methods. Deep Learning for Inferring the Surface Solar Irradiance from Sky Imagery. Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model. Generative Model for Material Experiments Based on Prior Knowledge and Attention Mechanism. How should a fixed budget of …

Paper Group ANR 1100

October 16, 2019

First-order Newton-type Estimator for Distributed Estimation and Inference. An Online Algorithm for Learning Buyer Behavior under Realistic Pricing Restrictions. Plan-And-Write: Towards Better Automatic Storytelling. Approximate Bayesian Computation via Population Monte Carlo and Classification. Automated segmentaiton and classification of arteriol …