Image Reconstruction

Paper Group ANR 710

Paper Group ANR 710

October 17, 2019

Assessing Performance of Aerobic Routines using Background Subtraction and Intersected Image Region. An Evaluation of Trajectory Prediction Approaches and Notes on the TrajNet Benchmark. Deep learning-based super-resolution in coherent imaging systems. Land cover mapping at very high resolution with rotation equivariant CNNs: towards small yet accu …
Paper Group ANR 717

Paper Group ANR 717

October 17, 2019

Unsupervised Image Decomposition in Vector Layers. Efficient Traffic-Sign Recognition with Scale-aware CNN. Features of word similarity. Stochastic model-based minimization of weakly convex functions. Hierarchical multi-class segmentation of glioma images using networks with multi-level activation function. Sequential Embedding Induced Text Cluster …
Paper Group ANR 725

Paper Group ANR 725

October 17, 2019

On Configurable Defense against Adversarial Example Attacks. Probabilistic Graphical Modeling approach to dynamic PET direct parametric map estimation and image reconstruction. HCqa: Hybrid and Complex Question Answering on Textual Corpus and Knowledge Graph. PCAS: Pruning Channels with Attention Statistics for Deep Network Compression. Improving D …
Paper Group ANR 792

Paper Group ANR 792

October 17, 2019

Coarse-to-fine Semantic Segmentation from Image-level Labels. The Power of Complementary Regularizers: Image Recovery via Transform Learning and Low-Rank Modeling. Boosting the Robustness Verification of DNN by Identifying the Achilles’s Heel. Supervised COSMOS Autoencoder: Learning Beyond the Euclidean Loss!. Mask-aware Photorealistic Face Attribu …
Paper Group ANR 812

Paper Group ANR 812

October 17, 2019

Deriving Neural Network Architectures using Precision Learning: Parallel-to-fan beam Conversion. Learning to Infer the Depth Map of a Hand from its Color Image. Towards improved lossy image compression: Human image reconstruction with public-domain images. Fingertip Detection and Tracking for Recognition of Air-Writing in Videos. Detecting Adversar …
Paper Group ANR 830

Paper Group ANR 830

October 17, 2019

Monocular Depth Estimation using Multi-Scale Continuous CRFs as Sequential Deep Networks. Learning and Matching Multi-View Descriptors for Registration of Point Clouds. On Improving Deep Reinforcement Learning for POMDPs. R$^3$SGM: Real-time Raster-Respecting Semi-Global Matching for Power-Constrained Systems. Designing Artificial Cognitive Archite …
Paper Group ANR 890

Paper Group ANR 890

October 17, 2019

Phasebook and Friends: Leveraging Discrete Representations for Source Separation. Hate Speech Detection from Code-mixed Hindi-English Tweets Using Deep Learning Models. Structural inpainting. Hydranet: Data Augmentation for Regression Neural Networks. Distribution-based Label Space Transformation for Multi-label Learning. Why is unsupervised alignm …
Paper Group ANR 891

Paper Group ANR 891

October 17, 2019

SANTIS: Sampling-Augmented Neural neTwork with Incoherent Structure for MR image reconstruction. Brain Segmentation from k-space with End-to-end Recurrent Attention Network. Machine Learning in Network Centrality Measures: Tutorial and Outlook. Glyph: Symbolic Regression Tools. Beltrami-Net: Domain Independent Deep D-bar Learning for Absolute Imagi …
Paper Group ANR 895

Paper Group ANR 895

October 17, 2019

Learning View Priors for Single-view 3D Reconstruction. Accelerated Labeling of Discrete Abstractions for Autonomous Driving Subject to LTL Specifications. Methods for Segmentation and Classification of Digital Microscopy Tissue Images. Compressive Regularized Discriminant Analysis of High-Dimensional Data with Applications to Microarray Studies. F …
Paper Group ANR 898

Paper Group ANR 898

October 17, 2019

Transfer Learning with Deep CNNs for Gender Recognition and Age Estimation. GlymphVIS: Visualizing Glymphatic Transport Pathways Using Regularized Optimal Transport. A Fully Automated System for Sizing Nasal PAP Masks Using Facial Photographs. Joint Recognition of Handwritten Text and Named Entities with a Neural End-to-end Model. Supervised classi …
Paper Group ANR 905

Paper Group ANR 905

October 17, 2019

Weighted Double Deep Multiagent Reinforcement Learning in Stochastic Cooperative Environments. Fast Face Image Synthesis with Minimal Training. Evaluation of Feature Detector-Descriptor for Real Object Matching under Various Conditions of Ilumination and Affine Transformation. A Theory of Statistical Inference for Ensuring the Robustness of Scienti …
Paper Group ANR 916

Paper Group ANR 916

October 17, 2019

Learning Saliency Prediction From Sparse Fixation Pixel Map. Understanding Autoencoders with Information Theoretic Concepts. Dynamic-structured Semantic Propagation Network. On the Relative Expressiveness of Bayesian and Neural Networks. Multi-agent Deep Reinforcement Learning with Extremely Noisy Observations. FD-GAN: Face-demorphing generative ad …
Paper Group ANR 943

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 1024

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 1027

Paper Group ANR 1027

October 16, 2019

EA-CG: An Approximate Second-Order Method for Training Fully-Connected Neural Networks. Regularized Fourier Ptychography using an Online Plug-and-Play Algorithm. Tractable Learning and Inference for Large-Scale Probabilistic Boolean Networks. Polygonal approximation of digital planar curve using novel significant measure. Deep Gaussian Processes wi …
Paper Group ANR 1065

Paper Group ANR 1065

October 16, 2019

The Everlasting Database: Statistical Validity at a Fair Price. BELIEF: A distance-based redundancy-proof feature selection method for Big Data. Analysis of a Canonical Labeling Algorithm for the Alignment of Correlated Erdős-Rényi Graphs. Automatic Severity Classification of Coronary Artery Disease via Recurrent Capsule Network. Overparameterized …
Paper Group ANR 1096

Paper Group ANR 1096

October 16, 2019

Brain Biomarker Interpretation in ASD Using Deep Learning and fMRI. On Lebesgue Integral Quadrature. A User-based Visual Analytics Workflow for Exploratory Model Analysis. The USTC-NEL Speech Translation system at IWSLT 2018. Variance Reduction for Policy Gradient with Action-Dependent Factorized Baselines. Psychological State in Text: A Limitation …
Paper Group ANR 988

Paper Group ANR 988

October 16, 2019

RGB-T Object Tracking:Benchmark and Baseline. Multi-Domain Pose Network for Multi-Person Pose Estimation and Tracking. An Analysis of the Semantic Annotation Task on the Linked Data Cloud. Praaline: Integrating Tools for Speech Corpus Research. Contrasting information theoretic decompositions of modulatory and arithmetic interactions in neural info …
Paper Group NANR 218

Paper Group NANR 218

October 15, 2019

Model-Level Dual Learning. Plug-in Estimation in High-Dimensional Linear Inverse Problems: A Rigorous Analysis. Submodular Maximization via Gradient Ascent: The Case of Deep Submodular Functions. A novel method to determine the number of latent dimensions with SVD. UD-Japanese BCCWJ: Universal Dependencies Annotation for the Balanced Corpus of Cont …