Depth Estimation

Paper Group AWR 62

Paper Group AWR 62

July 30, 2019

Text-Independent Speaker Verification Using 3D Convolutional Neural Networks. Hypergraph $p$-Laplacian: A Differential Geometry View. End-to-End Differentiable Proving. Analysis of the Impact of Negative Sampling on Link Prediction in Knowledge Graphs. STag: A Stable Fiducial Marker System. Estimated Depth Map Helps Image Classification. Inferring …
Paper Group AWR 73

Paper Group AWR 73

July 30, 2019

Efficient Probabilistic Performance Bounds for Inverse Reinforcement Learning. Zero-Shot Visual Recognition using Semantics-Preserving Adversarial Embedding Networks. Active Learning for Graph Embedding. Encouraging LSTMs to Anticipate Actions Very Early. Localizing Moments in Video with Natural Language. Globally-Optimal Inlier Set Maximisation fo …
Paper Group ANR 12

Paper Group ANR 12

July 29, 2019

Training Neural Networks Based on Imperialist Competitive Algorithm for Predicting Earthquake Intensity. Surface Normals in the Wild. Learning Audio Sequence Representations for Acoustic Event Classification. Embedded Real-Time Fall Detection Using Deep Learning For Elderly Care. I Probe, Therefore I Am: Designing a Virtual Journalist with Human Em …
Paper Group ANR 60

Paper Group ANR 60

July 29, 2019

OCRAPOSE II: An OCR-based indoor positioning system using mobile phone images. Convex Geometry of the Generalized Matrix-Fractional Function. Beyond Volume: The Impact of Complex Healthcare Data on the Machine Learning Pipeline. Semi-Supervised Deep Learning for Monocular Depth Map Prediction. Multispectral and Hyperspectral Image Fusion Using a 3- …
Paper Group ANR 67

Paper Group ANR 67

July 29, 2019

Training Quantized Nets: A Deeper Understanding. Exploiting Color Name Space for Salient Object Detection. A Guided Spatial Transformer Network for Histology Cell Differentiation. A Study on the Extraction and Analysis of a Large Set of Eye Movement Features during Reading. Regulating Highly Automated Robot Ecologies: Insights from Three User Studi …
Paper Group ANR 86

Paper Group ANR 86

July 29, 2019

Development of Statewide AADT Estimation Model from Short-Term Counts: A Comparative Study for South Carolina. Decision structure of risky choice. On the Reconstruction Risk of Convolutional Sparse Dictionary Learning. Detection and Tracking of General Movable Objects in Large 3D Maps. Incomplete Dot Products for Dynamic Computation Scaling in Neur …
Paper Group AWR 102

Paper Group AWR 102

July 29, 2019

Unbounded cache model for online language modeling with open vocabulary. Domain Adaptation for Visual Applications: A Comprehensive Survey. Adversarial Discriminative Domain Adaptation. Parallel Streaming Wasserstein Barycenters. PersonaBank: A Corpus of Personal Narratives and Their Story Intention Graphs. Global versus Localized Generative Advers …
Paper Group AWR 119

Paper Group AWR 119

July 29, 2019

Predicting Organic Reaction Outcomes with Weisfeiler-Lehman Network. Cross Temporal Recurrent Networks for Ranking Question Answer Pairs. The Statistical Recurrent Unit. MorphNet: Fast & Simple Resource-Constrained Structure Learning of Deep Networks. Vision-Based Assessment of Parkinsonism and Levodopa-Induced Dyskinesia with Deep Learning Pose Es …
Paper Group AWR 79

Paper Group AWR 79

July 29, 2019

Learning Visual Servoing with Deep Features and Fitted Q-Iteration. Attributes2Classname: A discriminative model for attribute-based unsupervised zero-shot learning. Good Features to Correlate for Visual Tracking. Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks. Deep Sketch Hashing: Fast Free-hand Sketch-Based Image Retrieval. …
Paper Group AWR 94

Paper Group AWR 94

July 29, 2019

Robust Minutiae Extractor: Integrating Deep Networks and Fingerprint Domain Knowledge. Relaxed Spatio-Temporal Deep Feature Aggregation for Real-Fake Expression Prediction. SaltiNet: Scan-path Prediction on 360 Degree Images using Saliency Volumes. Sparsity Invariant CNNs. Oriented Response Networks. Discriminating Traces with Time. Reducing Comple …
Paper Group ANR 182

Paper Group ANR 182

July 28, 2019

Improving Gravitational Search Algorithm Performance with Artificial Bee Colony Algorithm for Constrained Numerical Optimization. Fully Convolutional Networks for Diabetic Foot Ulcer Segmentation. Multi-stage Suture Detection for Robot Assisted Anastomosis based on Deep Learning. Mining Functional Modules by Multiview-NMF of Phenome-Genome Associat …
Paper Group ANR 189

Paper Group ANR 189

July 28, 2019

Algorithms and Architecture for Real-time Recommendations at News UK. Spatial-Aware Object Embeddings for Zero-Shot Localization and Classification of Actions. On the Performance of Forecasting Models in the Presence of Input Uncertainty. Feature Studies to Inform the Classification of Depressive Symptoms from Twitter Data for Population Health. Re …
Paper Group ANR 194

Paper Group ANR 194

July 28, 2019

Structural Learning and Integrative Decomposition of Multi-View Data. Communication-efficient Algorithm for Distributed Sparse Learning via Two-way Truncation. Learning to Synthesize a 4D RGBD Light Field from a Single Image. Multi-Resolution Dual-Tree Wavelet Scattering Network for Signal Classification. Balanced Quantization: An Effective and Eff …
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 281

Paper Group ANR 281

July 28, 2019

Proceedings of NIPS 2017 Symposium on Interpretable Machine Learning. Skin lesion detection based on an ensemble of deep convolutional neural network. Stochastic Multi-armed Bandits in Constant Space. Interpretable Machine Learning for Privacy-Preserving Pervasive Systems. R-PHOC: Segmentation-Free Word Spotting using CNN. Maritime situational awar …
Paper Group ANR 282

Paper Group ANR 282

July 28, 2019

Learning Domain-Specific Word Embeddings from Sparse Cybersecurity Texts. MetaPAD: Meta Pattern Discovery from Massive Text Corpora. Complexity of Scheduling Charging in the Smart Grid. Threshold Constraints with Guarantees for Parity Objectives in Markov Decision Processes. Common Representation Learning Using Step-based Correlation Multi-Modal CN …
Paper Group ANR 293

Paper Group ANR 293

July 28, 2019

Learning Features from Co-occurrences: A Theoretical Analysis. Stochastic Feedback Control of Systems with Unknown Nonlinear Dynamics. Pseudo-labels for Supervised Learning on Dynamic Vision Sensor Data, Applied to Object Detection under Ego-motion. Meta Networks. Joint Blind Motion Deblurring and Depth Estimation of Light Field. Universal Denoisin …
Paper Group ANR 306

Paper Group ANR 306

July 28, 2019

Direct White Matter Bundle Segmentation using Stacked U-Nets. Discrepancy-Based Algorithms for Non-Stationary Rested Bandits. Incremental learning of high-level concepts by imitation. Robust and Precise Vehicle Localization based on Multi-sensor Fusion in Diverse City Scenes. Jointly Optimizing Placement and Inference for Beacon-based Localization. …
Paper Group ANR 308

Paper Group ANR 308

July 28, 2019

Semi-supervised Learning based on Distributionally Robust Optimization. Sensing Urban Land-Use Patterns By Integrating Google Tensorflow And Scene-Classification Models. Traffic scene recognition based on deep cnn and vlad spatial pyramids. Traffic Flow Forecasting Using a Spatio-Temporal Bayesian Network Predictor. A Computational Approach to Rela …
Paper Group ANR 324

Paper Group ANR 324

July 28, 2019

FSL-BM: Fuzzy Supervised Learning with Binary Meta-Feature for Classification. Properties on n-dimensional convolution for image deconvolution. A Joint Identification Approach for Argumentative Writing Revisions. PatternNet: Visual Pattern Mining with Deep Neural Network. Computing Egomotion with Local Loop Closures for Egocentric Videos. WebVision …
Paper Group ANR 329

Paper Group ANR 329

July 28, 2019

Maximum Margin Interval Trees. Learning Hierarchical Information Flow with Recurrent Neural Modules. The detour problem in a stochastic environment: Tolman revisited. Interstitial Content Detection. Soft Biometrics: Gender Recognition from Unconstrained Face Images using Local Feature Descriptor. Cold-Start Reinforcement Learning with Softmax Polic …
Paper Group ANR 406

Paper Group ANR 406

July 28, 2019

Deep Learning for Tumor Classification in Imaging Mass Spectrometry. Random Forests and VGG-NET: An Algorithm for the ISIC 2017 Skin Lesion Classification Challenge. Learned Multi-Patch Similarity. Detecting Cross-Lingual Plagiarism Using Simulated Word Embeddings. Araguaia Medical Vision Lab at ISIC 2017 Skin Lesion Classification Challenge. Time …
Paper Group ANR 407

Paper Group ANR 407

July 28, 2019

Multi-class Semantic Segmentation of Skin Lesions via Fully Convolutional Networks. Eigenoption Discovery through the Deep Successor Representation. Evolutionary Multitasking for Multiobjective Continuous Optimization: Benchmark Problems, Performance Metrics and Baseline Results. Discovering Evolutionary Stepping Stones through Behavior Domination. …
Paper Group ANR 426

Paper Group ANR 426

July 28, 2019

Anomaly Detection in a Digital Video Broadcasting System Using Timed Automata. Pseudo-positive regularization for deep person re-identification. Hierarchical Implicit Models and Likelihood-Free Variational Inference. Machine Learning Approach for Detection of nonTor Traffic. Learning Disentangling and Fusing Networks for Face Completion Under Struc …
Paper Group ANR 436

Paper Group ANR 436

July 28, 2019

Dimensionality reduction methods for molecular simulations. Multitask Learning using Task Clustering with Applications to Predictive Modeling and GWAS of Plant Varieties. A decentralized proximal-gradient method with network independent step-sizes and separated convergence rates. PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimizat …
Paper Group ANR 441

Paper Group ANR 441

July 28, 2019

Natasha: Faster Non-Convex Stochastic Optimization Via Strongly Non-Convex Parameter. Feasibility of Principal Component Analysis in hand gesture recognition system. Comparative analysis of criteria for filtering time series of word usage frequencies. On the approximation by single hidden layer feedforward neural networks with fixed weights. Regula …
Paper Group ANR 497

Paper Group ANR 497

July 27, 2019

Stochastic Non-convex Optimization with Strong High Probability Second-order Convergence. An Ensemble Classification Algorithm Based on Information Entropy for Data Streams. Adversarial Multi-task Learning for Text Classification. Deep Reinforcement Learning for Dexterous Manipulation with Concept Networks. HSC: A Novel Method for Clustering Hierar …
Paper Group ANR 498

Paper Group ANR 498

July 27, 2019

Local Shape Spectrum Analysis for 3D Facial Expression Recognition. Towards life cycle identification of malaria parasites using machine learning and Riemannian geometry. Dualing GANs. Stochastic Gradient Descent in Continuous Time: A Central Limit Theorem. Improving Network Robustness against Adversarial Attacks with Compact Convolution. Block mod …