computer vision

Paper Group ANR 215

Paper Group ANR 215

July 28, 2019

Semi and Weakly Supervised Semantic Segmentation Using Generative Adversarial Network. Phonetic Temporal Neural Model for Language Identification. Sampling and multilevel coarsening algorithms for fast matrix approximations. Path-Based Spectral Clustering: Guarantees, Robustness to Outliers, and Fast Algorithms. Where to Focus: Deep Attention-based …
Paper Group ANR 217

Paper Group ANR 217

July 28, 2019

Taming Non-stationary Bandits: A Bayesian Approach. The Causality/Repair Connection in Databases: Causality-Programs. Algorithmic infeasibility of community detection in higher-order networks. Learning Local Receptive Fields and their Weight Sharing Scheme on Graphs. Data preprocessing methods for robust Fourier ptychographic microscopy. On Reject …
Paper Group ANR 219

Paper Group ANR 219

July 28, 2019

Refining Raw Sentence Representations for Textual Entailment Recognition via Attention. Transferring Autonomous Driving Knowledge on Simulated and Real Intersections. Robust Locally-Linear Controllable Embedding. Anisotropic Diffusion-based Kernel Matrix Model for Face Liveness Detection. Deep Learning and Model Predictive Control for Self-Tuning M …
Paper Group ANR 222

Paper Group ANR 222

July 28, 2019

Low Precision RNNs: Quantizing RNNs Without Losing Accuracy. Learning to Imagine Manipulation Goals for Robot Task Planning. Why my photos look sideways or upside down? Detecting Canonical Orientation of Images using Convolutional Neural Networks. Modeling Retinal Ganglion Cell Population Activity with Restricted Boltzmann Machines. Attribute-contr …
Paper Group ANR 224

Paper Group ANR 224

July 28, 2019

Human Pose Forecasting via Deep Markov Models. A Bootstrap Method for Error Estimation in Randomized Matrix Multiplication. Inverse Classification for Comparison-based Interpretability in Machine Learning. Learning Deep Representations for Word Spotting Under Weak Supervision. On the use of convolutional neural networks for robust classification of …
Paper Group ANR 225

Paper Group ANR 225

July 28, 2019

A Statistical Machine Learning Approach to Yield Curve Forecasting. An Energy-Efficient Mixed-Signal Neuron for Inherently Error-Resilient Neuromorphic Systems. Real-Time Automatic Fetal Brain Extraction in Fetal MRI by Deep Learning. A Novel Low-Complexity Framework in Ultra-Wideband Imaging for Breast Cancer Detection. ScanNet: A Fast and Dense S …
Paper Group ANR 226

Paper Group ANR 226

July 28, 2019

LCDet: Low-Complexity Fully-Convolutional Neural Networks for Object Detection in Embedded Systems. Aggregating incoherent agents who disagree. Can CNN Construct Highly Accurate Models Efficiently for High-Dimensional Problems in Complex Product Designs?. Machine Learning and Social Robotics for Detecting Early Signs of Dementia. Une mesure d’exper …
Paper Group ANR 230

Paper Group ANR 230

July 28, 2019

Gradient-based Camera Exposure Control for Outdoor Mobile Platforms. A Learning-based Framework for Hybrid Depth-from-Defocus and Stereo Matching. Generalization and Equilibrium in Generative Adversarial Nets (GANs). Occlusion Handling using Semantic Segmentation and Visibility-Based Rendering for Mixed Reality. Shallow Discourse Parsing with Maxim …
Paper Group ANR 231

Paper Group ANR 231

July 28, 2019

Transforming Bell’s Inequalities into State Classifiers with Machine Learning. Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates. Evolution and Analysis of Embodied Spiking Neural Networks Reveals Task-Specific Clusters of Effective Networks. Entropy-based Pruning for Learning Bayesian Networks using BIC. Genetic …
Paper Group ANR 234

Paper Group ANR 234

July 28, 2019

Novel Structured Low-rank algorithm to recover spatially smooth exponential image time series. Transfer learning from synthetic to real images using variational autoencoders for robotic applications. Learning body-affordances to simplify action spaces. A Paradigm Shift: Detecting Human Rights Violations Through Web Images. Latent Embeddings for Col …
Paper Group ANR 242

Paper Group ANR 242

July 28, 2019

Discriminative Block-Diagonal Representation Learning for Image Recognition. Learning Correspondence Structures for Person Re-identification. Uncovering Group Level Insights with Accordant Clustering. SparseNN: An Energy-Efficient Neural Network Accelerator Exploiting Input and Output Sparsity. On the convergence properties of a $K$-step averaging …
Paper Group ANR 243

Paper Group ANR 243

July 28, 2019

Globally Optimal Gradient Descent for a ConvNet with Gaussian Inputs. Dialogue Act Segmentation for Vietnamese Human-Human Conversational Texts. Demystifying Relational Latent Representations. A Greedy Part Assignment Algorithm for Real-time Multi-person 2D Pose Estimation. Induction of Interpretable Possibilistic Logic Theories from Relational Dat …
Paper Group ANR 244

Paper Group ANR 244

July 28, 2019

Revisiting revisits in trajectory recommendation. Gaussian-Dirichlet Posterior Dominance in Sequential Learning. Visual aesthetic analysis using deep neural network: model and techniques to increase accuracy without transfer learning. Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation. Artificial Intelligence and Economic Theori …
Paper Group ANR 248

Paper Group ANR 248

July 28, 2019

Multi-Level Discovery of Deep Options. LightNN: Filling the Gap between Conventional Deep Neural Networks and Binarized Networks. Making up for the deficit in a marathon run. Language Design as Information Renormalization. Unsupervised temporal context learning using convolutional neural networks for laparoscopic workflow analysis. Testing Piecewis …
Paper Group ANR 251

Paper Group ANR 251

July 28, 2019

Expectation Propagation for t-Exponential Family Using Q-Algebra. $α$-Variational Inference with Statistical Guarantees. Deep Learning Based Cryptographic Primitive Classification. Highly curved image sensors: a practical approach for improved optical performance. Hierarchical Gated Recurrent Neural Tensor Network for Answer Triggering. Evolving im …
Paper Group ANR 254

Paper Group ANR 254

July 28, 2019

Transfer Regression via Pairwise Similarity Regularization. Phase recovery and holographic image reconstruction using deep learning in neural networks. Light Field Segmentation From Super-pixel Graph Representation. Multimodal Compact Bilinear Pooling for Multimodal Neural Machine Translation. Online Forecasting Matrix Factorization. Penalizing Unf …
Paper Group ANR 260

Paper Group ANR 260

July 28, 2019

Analysis of Dropout in Online Learning. Deep Convolutional Neural Networks for Raman Spectrum Recognition: A Unified Solution. On Compiling DNNFs without Determinism. Improved Support Recovery Guarantees for the Group Lasso With Applications to Structural Health Monitoring. An Empirical Analysis of Multiple-Turn Reasoning Strategies in Reading Comp …
Paper Group ANR 261

Paper Group ANR 261

July 28, 2019

Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction. Unsupervised Visual-Linguistic Reference Resolution in Instructional Videos. Konzept für Bildanalysen in Hochdurchsatz-Systemen am Beispiel des Zebrabärblings. Scaling Binarized Neural Networks on Reconfigurable Logic. Recurrent …
Paper Group ANR 262

Paper Group ANR 262

July 28, 2019

Simulating Structure-from-Motion. Effect of Super Resolution on High Dimensional Features for Unsupervised Face Recognition in the Wild. Face Alignment with Cascaded Semi-Parametric Deep Greedy Neural Forests. Neural Networks for Text Correction and Completion in Keyboard Decoding. Biometrics-as-a-Service: A Framework to Promote Innovative Biometri …
Paper Group ANR 263

Paper Group ANR 263

July 28, 2019

Manifold Regularized Slow Feature Analysis for Dynamic Texture Recognition. A Reinforcement Learning Approach to Weaning of Mechanical Ventilation in Intensive Care Units. PVEs: Position-Velocity Encoders for Unsupervised Learning of Structured State Representations. A Sequential Model for Classifying Temporal Relations between Intra-Sentence Event …
Paper Group ANR 264

Paper Group ANR 264

July 28, 2019

Learning Concept Embeddings for Efficient Bag-of-Concepts Densification. End-to-end semantic face segmentation with conditional random fields as convolutional, recurrent and adversarial networks. General AI Challenge - Round One: Gradual Learning. Modeling Latent Attention Within Neural Networks. A Robust Multi-Batch L-BFGS Method for Machine Learn …
Paper Group ANR 265

Paper Group ANR 265

July 28, 2019

The Use of Autoencoders for Discovering Patient Phenotypes. On the Generalized Essential Matrix Correction: An efficient solution to the problem and its applications. D-SLATS: Distributed Simultaneous Localization and Time Synchronization. Modeling The Intensity Function Of Point Process Via Recurrent Neural Networks. Reduction of Overfitting in Di …
Paper Group ANR 266

Paper Group ANR 266

July 28, 2019

People, Penguins and Petri Dishes: Adapting Object Counting Models To New Visual Domains And Object Types Without Forgetting. Restricted Recurrent Neural Tensor Networks: Exploiting Word Frequency and Compositionality. Visual to Sound: Generating Natural Sound for Videos in the Wild. Reverse Classification Accuracy: Predicting Segmentation Performa …
Paper Group ANR 267

Paper Group ANR 267

July 28, 2019

Quantum Memristors in Quantum Photonics. Learning a Mixture of Deep Networks for Single Image Super-Resolution. Interpretable & Explorable Approximations of Black Box Models. Multiple-Kernel Based Vehicle Tracking Using 3D Deformable Model and Camera Self-Calibration. AI Oriented Large-Scale Video Management for Smart City: Technologies, Standards …
Paper Group ANR 271

Paper Group ANR 271

July 28, 2019

Graph Distillation for Action Detection with Privileged Modalities. Auto-context Convolutional Neural Network (Auto-Net) for Brain Extraction in Magnetic Resonance Imaging. AWE-CM Vectors: Augmenting Word Embeddings with a Clinical Metathesaurus. Action Classification and Highlighting in Videos. Lexical-semantic resources: yet powerful resources fo …
Paper Group ANR 272

Paper Group ANR 272

July 28, 2019

Learning to Parse and Translate Improves Neural Machine Translation. Capturing natural-colour 3D models of insects for species discovery. The Algorithmic Inflection of Russian and Generation of Grammatically Correct Text. Variational Adaptive-Newton Method for Explorative Learning. Active Self-Paced Learning for Cost-Effective and Progressive Face …
Paper Group ANR 275

Paper Group ANR 275

July 28, 2019

Sum of previous inpatient serum creatinine measurements predicts acute kidney injury in rehospitalized patients. GPGPU Acceleration of the KAZE Image Feature Extraction Algorithm. Image Disguise based on Generative Model. High-dimensional classification by sparse logistic regression. Self Adversarial Training for Human Pose Estimation. Retrofitting …
Paper Group ANR 276

Paper Group ANR 276

July 28, 2019

Entity Linking with people entity on Wikipedia. Coplanar Repeats by Energy Minimization. Representation Learning by Learning to Count. Energy-based Models for Video Anomaly Detection. Discriminatively Learned Hierarchical Rank Pooling Networks. Successive Embedding and Classification Loss for Aerial Image Classification. A discriminative view of MR …