Image Reconstruction

Paper Group AWR 18

Paper Group AWR 18

July 30, 2019

The Trimmed Lasso: Sparsity and Robustness. Relation Networks for Object Detection. Learning to Acquire Information. A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network. Linear Disentangled Representation Learning for Facial Actions. Deep Recurrent NMF for Speech Separation by Unfolding Iterative Thresholding …
Paper Group AWR 2

Paper Group AWR 2

July 30, 2019

Effective Use of Bidirectional Language Modeling for Transfer Learning in Biomedical Named Entity Recognition. Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in Network. Universal Style Transfer via Feature Transforms. Hashing as Tie-Aware Learning to Rank. Reconstructing Subject-Specific Effect Maps. MIHash: …
Paper Group AWR 33

Paper Group AWR 33

July 30, 2019

Denoising of 3D magnetic resonance images with multi-channel residual learning of convolutional neural network. Addressee and Response Selection in Multi-Party Conversations with Speaker Interaction RNNs. Fast Spectral Ranking for Similarity Search. Evaluating (and improving) the correspondence between deep neural networks and human representations …
Paper Group AWR 4

Paper Group AWR 4

July 30, 2019

Empirically Analyzing the Effect of Dataset Biases on Deep Face Recognition Systems. Low-Shot Learning with Imprinted Weights. InfiniTAM v3: A Framework for Large-Scale 3D Reconstruction with Loop Closure. Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks. DeepNAT: Deep Convolutional Neural Network …
Paper Group AWR 5

Paper Group AWR 5

July 30, 2019

HDR image reconstruction from a single exposure using deep CNNs. Machine Learning for RealisticBall Detection in RoboCup SPL. Shifting Mean Activation Towards Zero with Bipolar Activation Functions. How Much Chemistry Does a Deep Neural Network Need to Know to Make Accurate Predictions?. Log-DenseNet: How to Sparsify a DenseNet. Semantic3D.net: A n …
Paper Group AWR 65

Paper Group AWR 65

July 30, 2019

Mixed Precision Training. Hidden Two-Stream Convolutional Networks for Action Recognition. Right for the Right Reasons: Training Differentiable Models by Constraining their Explanations. Stacked Thompson Bandits. Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks. Order-Planning Neural Text Generation From Structured Data. VIDOS …
Paper Group AWR 67

Paper Group AWR 67

July 30, 2019

Automatic Anomaly Detection in the Cloud Via Statistical Learning. Tick: a Python library for statistical learning, with a particular emphasis on time-dependent modelling. Iterative PET Image Reconstruction Using Convolutional Neural Network Representation. Challenging Neural Dialogue Models with Natural Data: Memory Networks Fail on Incremental Ph …
Paper Group ANR 10

Paper Group ANR 10

July 29, 2019

Semi-Latent GAN: Learning to generate and modify facial images from attributes. How linguistic descriptions of data can help to the teaching-learning process in higher education, case of study: artificial intelligence. Physics Inspired Optimization on Semantic Transfer Features: An Alternative Method for Room Layout Estimation. Proxy Templates for …
Paper Group ANR 101

Paper Group ANR 101

July 29, 2019

A Review of Convolutional Neural Networks for Inverse Problems in Imaging. What does 2D geometric information really tell us about 3D face shape?. Investigating Recurrence and Eligibility Traces in Deep Q-Networks. How to Fool Radiologists with Generative Adversarial Networks? A Visual Turing Test for Lung Cancer Diagnosis. Forecasting Human Dynami …
Paper Group ANR 117

Paper Group ANR 117

July 29, 2019

Computer methods for 3D motion tracking in real-time. Illuminant Spectra-based Source Separation Using Flash Photography. ES Is More Than Just a Traditional Finite-Difference Approximator. Global optimization for low-dimensional switching linear regression and bounded-error estimation. Predicting Positive and Negative Links with Noisy Queries: Theo …
Paper Group ANR 120

Paper Group ANR 120

July 29, 2019

Principled Hybrids of Generative and Discriminative Domain Adaptation. A Labelling Framework for Probabilistic Argumentation. Prototypal Analysis and Prototypal Regression. Target-Quality Image Compression with Recurrent, Convolutional Neural Networks. A new image compression by gradient Haar wavelet. Foundations for a Probabilistic Event Calculus. …
Paper Group ANR 13

Paper Group ANR 13

July 29, 2019

Neonatal Seizure Detection using Convolutional Neural Networks. Accelerated Image Reconstruction for Nonlinear Diffractive Imaging. A watershed-based algorithm to segment and classify cells in fluorescence microscopy images. Function approximation with zonal function networks with activation functions analogous to the rectified linear unit function …
Paper Group ANR 139

Paper Group ANR 139

July 29, 2019

Building Detection from Satellite Images on a Global Scale. Spintronics based Stochastic Computing for Efficient Bayesian Inference System. A Novel Deep Learning Architecture for Testis Histology Image Classification. Grouped Convolutional Neural Networks for Multivariate Time Series. Class Specific Feature Selection for Interval Valued Data Throug …
Paper Group ANR 144

Paper Group ANR 144

July 29, 2019

Efficient Algorithms for Non-convex Isotonic Regression through Submodular Optimization. 4D Multi-atlas Label Fusion using Longitudinal Images. Tartan: Accelerating Fully-Connected and Convolutional Layers in Deep Learning Networks by Exploiting Numerical Precision Variability. Going Deeper with Semantics: Video Activity Interpretation using Semant …
Paper Group ANR 35

Paper Group ANR 35

July 29, 2019

Online Reinforcement Learning in Stochastic Games. Aspect-augmented Adversarial Networks for Domain Adaptation. What were you expecting? Using Expectancy Features to Predict Expressive Performances of Classical Piano Music. Interactively Transferring CNN Patterns for Part Localization. Interpreting CNN Knowledge via an Explanatory Graph. Class Corr …
Paper Group ANR 45

Paper Group ANR 45

July 29, 2019

Impact of Coreference Resolution on Slot Filling. Deep Learning for Photoacoustic Tomography from Sparse Data. On modeling vagueness and uncertainty in data-to-text systems through fuzzy sets. A Convex Parametrization of a New Class of Universal Kernel Functions for use in Kernel Learning. Learning Rotation for Kernel Correlation Filter. CryptoDL: …
Paper Group ANR 49

Paper Group ANR 49

July 29, 2019

Stochastic Gradient Monomial Gamma Sampler. S-Isomap++: Multi Manifold Learning from Streaming Data. Few-shot Learning by Exploiting Visual Concepts within CNNs. DeepCoder: Semi-parametric Variational Autoencoders for Automatic Facial Action Coding. A Weakly Supervised Approach to Train Temporal Relation Classifiers and Acquire Regular Event Pairs …
Paper Group ANR 70

Paper Group ANR 70

July 29, 2019

Nonsparse learning with latent variables. Image Reconstruction using Matched Wavelet Estimated from Data Sensed Compressively using Partial Canonical Identity Matrix. Interactive Music Generation with Positional Constraints using Anticipation-RNNs. Adversarial Feature Augmentation for Unsupervised Domain Adaptation. Deep Domain Adaptation by Geodes …
Paper Group ANR 72

Paper Group ANR 72

July 29, 2019

A New Urban Objects Detection Framework Using Weakly Annotated Sets. Advanced LSTM: A Study about Better Time Dependency Modeling in Emotion Recognition. Measuring Catastrophic Forgetting in Neural Networks. KEPLER: Keypoint and Pose Estimation of Unconstrained Faces by Learning Efficient H-CNN Regressors. ROAD: Reality Oriented Adaptation for Sema …
Paper Group ANR 99

Paper Group ANR 99

July 29, 2019

Stem-ming the Tide: Predicting STEM attrition using student transcript data. Adversarial and Clean Data Are Not Twins. EMFET: E-mail Features Extraction Tool. Improving Deep Learning by Inverse Square Root Linear Units (ISRLUs). fpgaConvNet: A Toolflow for Mapping Diverse Convolutional Neural Networks on Embedded FPGAs. Discovering Potential Correl …
Paper Group AWR 101

Paper Group AWR 101

July 29, 2019

Binary Classification from Positive-Confidence Data. Toward Multimodal Image-to-Image Translation. Deep Learning to Improve Breast Cancer Early Detection on Screening Mammography. Learning the Latent “Look”: Unsupervised Discovery of a Style-Coherent Embedding from Fashion Images. Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid …
Paper Group AWR 141

Paper Group AWR 141

July 29, 2019

MoDL: Model Based Deep Learning Architecture for Inverse Problems. Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features. Learning Face Age Progression: A Pyramid Architecture of GANs. Learning to Compose Domain-Specific Transformations for Data Augmentation. Learning From Noisy Singly-labeled Data. Don’t Just Assume; Loo …
Paper Group AWR 156

Paper Group AWR 156

July 29, 2019

Familia: An Open-Source Toolkit for Industrial Topic Modeling. NegBio: a high-performance tool for negation and uncertainty detection in radiology reports. Crowdsourcing for Beyond Polarity Sentiment Analysis A Pure Emotion Lexicon. Scattertext: a Browser-Based Tool for Visualizing how Corpora Differ. Language Identification Using Deep Convolutiona …
Paper Group AWR 191

Paper Group AWR 191

July 29, 2019

Zoom Out-and-In Network with Map Attention Decision for Region Proposal and Object Detection. Generalizing Hamiltonian Monte Carlo with Neural Networks. OptionGAN: Learning Joint Reward-Policy Options using Generative Adversarial Inverse Reinforcement Learning. Adversarial Information Factorization. Neural Extractive Summarization with Side Informa …
Paper Group AWR 193

Paper Group AWR 193

July 29, 2019

Brain Extraction from Normal and Pathological Images: A Joint PCA/Image-Reconstruction Approach. Deep Image Harmonization. Semi-supervised sequence tagging with bidirectional language models. Implicit Weight Uncertainty in Neural Networks. Total-Text: A Comprehensive Dataset for Scene Text Detection and Recognition. The Impact of Random Models on C …
Paper Group AWR 204

Paper Group AWR 204

July 29, 2019

Improving Exploration in Evolution Strategies for Deep Reinforcement Learning via a Population of Novelty-Seeking Agents. Towards Real-Time Advancement of Underwater Visual Quality with GAN. PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning. Bidirectional deep-readout echo state networks. PWLS-ULTRA: An Efficient Clustering an …
Paper Group AWR 81

Paper Group AWR 81

July 29, 2019

Learning More Universal Representations for Transfer-Learning. Conjugate-Computation Variational Inference : Converting Variational Inference in Non-Conjugate Models to Inferences in Conjugate Models. Deep Competitive Pathway Networks. One-Shot Reinforcement Learning for Robot Navigation with Interactive Replay. The Code2Text Challenge: Text Genera …
Paper Group AWR 82

Paper Group AWR 82

July 29, 2019

Sharp Models on Dull Hardware: Fast and Accurate Neural Machine Translation Decoding on the CPU. Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density Networks. Learning Word Relatedness over Time. Learning Background-Aware Correlation Filters for Visual Tracking. Dynamic Time-Aware Attention to Speake …