Super-Resolution

Paper Group ANR 750

October 17, 2019

The impact of imbalanced training data on machine learning for author name disambiguation. One “Ruler” for All Languages: Multi-Lingual Dialogue Evaluation with Adversarial Multi-Task Learning. Spatial Frequency Loss for Learning Convolutional Autoencoders. Defending against Adversarial Images using Basis Functions Transformations. T-RECS: Training …

Paper Group ANR 782

October 17, 2019

CNN inference acceleration using dictionary of centroids. Confidence Modeling for Neural Semantic Parsing. Chord Recognition in Symbolic Music: A Segmental CRF Model, Segment-Level Features, and Comparative Evaluations on Classical and Popular Music. Using AI to Design Stone Jewelry. Unsupervised Learning of Style-sensitive Word Vectors. Indexing E …

Paper Group ANR 783

October 17, 2019

Self-Supervised Learning of Depth and Camera Motion from 360° Videos. Stochastic Normalizations as Bayesian Learning. Abstractive and Extractive Text Summarization using Document Context Vector and Recurrent Neural Networks. Discovering Style Trends through Deep Visually Aware Latent Item Embeddings. Attention-based Graph Neural Network for Semi-su …

Paper Group ANR 799

October 17, 2019

Coupled dictionary learning for unsupervised change detection between multi-sensor remote sensing images. LMKL-Net: A Fast Localized Multiple Kernel Learning Solver via Deep Neural Networks. State Gradients for RNN Memory Analysis. Modeling of Facial Aging and Kinship: A Survey. Building Ethically Bounded AI. ForensicTransfer: Weakly-supervised Dom …

Paper Group ANR 811

October 17, 2019

Unsupervised monocular stereo matching. SynonymNet: Multi-context Bilateral Matching for Entity Synonyms. SuperDepth: Self-Supervised, Super-Resolved Monocular Depth Estimation. Adaptive Stochastic Gradient Langevin Dynamics: Taming Convergence and Saddle Point Escape Time. A Tale of Three Probabilistic Families: Discriminative, Descriptive and Gen …

Paper Group ANR 813

October 17, 2019

Clustering of Data with Missing Entries. Improving latent variable descriptiveness with AutoGen. Knowledge-based Word Sense Disambiguation using Topic Models. Quaternion Convolutional Neural Networks for Detection and Localization of 3D Sound Events. Robust Compressive Phase Retrieval via Deep Generative Priors. End-to-End Polyphonic Sound Event De …

Paper Group ANR 835

October 17, 2019

Open Problems in Engineering and Quality Assurance of Safety Critical Machine Learning Systems. An Explicit Convergence Rate for Nesterov’s Method from SDP. Selected Qualitative Spatio-temporal Calculi Developed for Constraint Reasoning: A Review. A database linking piano and orchestral MIDI scores with application to automatic projective orchestra …

Paper Group ANR 845

October 17, 2019

Automatic Segmentation of Thoracic Aorta Segments in Low-Dose Chest CT. Antifragility for Intelligent Autonomous Systems. Metric for Automatic Machine Translation Evaluation based on Universal Sentence Representations. Non-Oscillatory Pattern Learning for Non-Stationary Signals. Improving Face Detection Performance with 3D-Rendered Synthetic Data. …

Paper Group ANR 852

October 17, 2019

Soft-Gated Warping-GAN for Pose-Guided Person Image Synthesis. Iterative Global Similarity Points : A robust coarse-to-fine integration solution for pairwise 3D point cloud registration. Using a reservoir computer to learn chaotic attractors, with applications to chaos synchronisation and cryptography. Multifunction Cognitive Radar Task Scheduling …

Paper Group ANR 855

October 17, 2019

Survey on Deep Learning Techniques for Person Re-Identification Task. Outperforming Good-Turing: Preliminary Report. Global and Local Consistent Age Generative Adversarial Networks. Wider Channel Attention Network for Remote Sensing Image Super-resolution. Progressive Reinforcement Learning with Distillation for Multi-Skilled Motion Control. Knowle …

Paper Group ANR 866

October 17, 2019

To Cluster, or Not to Cluster: An Analysis of Clusterability Methods. Entropy production rate as a criterion for inconsistency in decision theory. SAFE: Spectral Evolution Analysis Feature Extraction for Non-Stationary Time Series Prediction. Context-Aware Learning using Transferable Features for Classification of Breast Cancer Histology Images. Th …

Paper Group ANR 870

October 17, 2019

Modeling Topical Coherence in Discourse without Supervision. Closing the AI Knowledge Gap. Bottleneck Supervised U-Net for Pixel-wise Liver and Tumor Segmentation. An Online RFID Localization in the Manufacturing Shopfloor. The Domain Transform Solver. Nuclear Norm Regularized Estimation of Panel Regression Models. Improbotics: Exploring the Imitat …

Paper Group ANR 925

October 17, 2019

Security Event Recognition for Visual Surveillance. Decision method choice in a human posture recognition context. Do WaveNets Dream of Acoustic Waves?. Multi-modal Image Processing based on Coupled Dictionary Learning. Evaluating Multimodal Representations on Sentence Similarity: vSTS, Visual Semantic Textual Similarity Dataset. A Tour of Unsuperv …

Paper Group ANR 942

October 17, 2019

Rademacher Complexity for Adversarially Robust Generalization. Performance Guarantees for Homomorphisms Beyond Markov Decision Processes. Finding Better Topologies for Deep Convolutional Neural Networks by Evolution. An Aggressive Genetic Programming Approach for Searching Neural Network Structure Under Computational Constraints. CrossNet: An End-t …

Paper Group ANR 943

October 17, 2019

Image Super-Resolution Using VDSR-ResNeXt and SRCGAN. PIRM Challenge on Perceptual Image Enhancement on Smartphones: Report. Channel-wise and Spatial Feature Modulation Network for Single Image Super-Resolution. Denoising Dictionary Learning Against Adversarial Perturbations. Qualitätsmaße binärer Klassifikationen im Bereich kriminalprognostischer …

Paper Group ANR 955

October 17, 2019

3D Face Hallucination from a Single Depth Frame. SiGAN: Siamese Generative Adversarial Network for Identity-Preserving Face Hallucination. A Bandit Approach to Multiple Testing with False Discovery Control. Face hallucination using cascaded super-resolution and identity priors. A Systematic Analysis for State-of-the-Art 3D Lung Nodule Proposals Gen …

Paper Group ANR 957

October 17, 2019

Noise Sensitivity of Local Descriptors vs ConvNets: An application to Facial Recognition. Wavelet Sparse Regularization for Manifold-Valued Data. Arbitrary Discrete Sequence Anomaly Detection with Zero Boundary LSTM. Can we learn where people go?. Proximal Policy Optimization and its Dynamic Version for Sequence Generation. Deep Unfolded Robust PCA …

Paper Group ANR 972

October 17, 2019

Exclusive Independent Probability Estimation using Deep 3D Fully Convolutional DenseNets: Application to IsoIntense Infant Brain MRI Segmentation. Deep Learning Super-Resolution Enables Rapid Simultaneous Morphological and Quantitative Magnetic Resonance Imaging. Seq2Slate: Re-ranking and Slate Optimization with RNNs. Large Scale Clustering with Va …

Paper Group ANR 1017

October 16, 2019

The Newton Scheme for Deep Learning. DeepTriage: Exploring the Effectiveness of Deep Learning for Bug Triaging. Disentangling Latent Factors of Variational Auto-Encoder with Whitening. Learning to Walk via Deep Reinforcement Learning. Style Separation and Synthesis via Generative Adversarial Networks. Two geometric input transformation methods for …

Paper Group ANR 1024

October 16, 2019

From Audio to Semantics: Approaches to end-to-end spoken language understanding. Guess who? Multilingual approach for the automated generation of author-stylized poetry. Embedding Cardinality Constraints in Neural Link Predictors. Single Image Super-Resolution via Cascaded Multi-Scale Cross Network. Recurrent Neural Networks for Long and Short-Term …

Paper Group ANR 1036

October 16, 2019

Fast Object Class Labelling via Speech. Show, Attend and Translate: Unpaired Multi-Domain Image-to-Image Translation with Visual Attention. DragonPaint: Rule based bootstrapping for small data with an application to cartoon coloring. Real-Time Inference of User Types to Assist with More Inclusive Social Media Activism Campaigns. Relating Leverage S …

Paper Group ANR 1058

October 16, 2019

Estimating causal effects of time-dependent exposures on a binary endpoint in a high-dimensional setting. Nightmare at test time: How punctuation prevents parsers from generalizing. Automated and Interpretable Patient ECG Profiles for Disease Detection, Tracking, and Discovery. Optimizing Photonic Nanostructures via Multi-fidelity Gaussian Processe …

Paper Group ANR 1070

October 16, 2019

Classification of normal/abnormal heart sound recordings based on multi-domain features and back propagation neural network. Triple Attention Mixed Link Network for Single Image Super Resolution. On Regularized Losses for Weakly-supervised CNN Segmentation. High Dimensional Bayesian Optimization Using Dropout. IDD: A Dataset for Exploring Problems …

Paper Group ANR 1071

October 16, 2019

Deep Learning for Audio Transcription on Low-Resource Datasets. Story Disambiguation: Tracking Evolving News Stories across News and Social Streams. Analysis of Langevin Monte Carlo via convex optimization. Super-Resolution via Conditional Implicit Maximum Likelihood Estimation. Counting to Explore and Generalize in Text-based Games. Hierarchical c …

Paper Group ANR 1082

October 16, 2019

Multimodal Sparse Bayesian Dictionary Learning. Understanding Batch Normalization. Fast Single Image Rain Removal via a Deep Decomposition-Composition Network. Multimodal Explanations: Justifying Decisions and Pointing to the Evidence. An Off-policy Policy Gradient Theorem Using Emphatic Weightings. Image Super-Resolution via RL-CSC: When Residual …

Paper Group ANR 1095

October 16, 2019

A Practical Algorithm for Distributed Clustering and Outlier Detection. Uniform Convergence of Gradients for Non-Convex Learning and Optimization. Vendor-independent soft tissue lesion detection using weakly supervised and unsupervised adversarial domain adaptation. A Tensor Factorization Method for 3D Super-Resolution with Application to Dental CT …

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 1111

October 16, 2019

Learning Representations in Model-Free Hierarchical Reinforcement Learning. Electric Vehicle Driver Clustering using Statistical Model and Machine Learning. Deep Curiosity Search: Intra-Life Exploration Can Improve Performance on Challenging Deep Reinforcement Learning Problems. Observe and Look Further: Achieving Consistent Performance on Atari. H …