Pose Estimation

Paper Group ANR 256

January 30, 2020

Deep Plug-and-play Prior for Low-rank Tensor Completion. A Proposed Artificial intelligence Model for Real-Time Human Action Localization and Tracking. Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power. Hybrid Code Networks using a convolutional neural network as an input layer achieves higher turn accuracy. Real-t …

Paper Group ANR 288

January 30, 2020

Machine Learning at the Network Edge: A Survey. Learning and Planning in Feature Deception Games. 3D Hand Shape and Pose Estimation from a Single RGB Image. V-MPO: On-Policy Maximum a Posteriori Policy Optimization for Discrete and Continuous Control. Rk-means: Fast Clustering for Relational Data. Lessons from Building Acoustic Models with a Millio …

Paper Group ANR 298

January 30, 2020

Deep-Aligned Convolutional Neural Network for Skeleton-based Action Recognition and Segmentation. Curvature: A signature for Action Recognition in Video Sequences. Deep Compressed Sensing. Learning robust visual representations using data augmentation invariance. Iterative Self-Learning: Semi-Supervised Improvement to Dataset Volumes and Model Accu …

Paper Group ANR 306

January 30, 2020

FastEstimator: A Deep Learning Library for Fast Prototyping and Productization. Generic Primitive Detection in Point Clouds Using Novel Minimal Quadric Fits. Brain correlates of task-load and dementia elucidation with tensor machine learning using oddball BCI paradigm. Dynamic Multi-path Neural Network. Promotion of Answer Value Measurement with Do …

Paper Group ANR 312

January 30, 2020

Reinforcement Learning for Temporal Logic Control Synthesis with Probabilistic Satisfaction Guarantees. Learning search spaces for Bayesian optimization: Another view of hyperparameter transfer learning. Synchronous Transformers for End-to-End Speech Recognition. The sharp, the flat and the shallow: Can weakly interacting agents learn to escape bad …

Paper Group ANR 327

January 30, 2020

Forecasting the 2017-2018 Yemen Cholera Outbreak with Machine Learning. Physical Adversarial Attacks Against End-to-End Autoencoder Communication Systems. Cascade Feature Aggregation for Human Pose Estimation. Artistic Enhancement and Style Transfer of Image Edges using Directional Pseudo-coloring. Optimizing Software Effort Estimation Models Using …

Paper Group ANR 328

January 30, 2020

Retrofitting Contextualized Word Embeddings with Paraphrases. Label-PEnet: Sequential Label Propagation and Enhancement Networks forWeakly Supervised Instance Segmentation. Evaluating KGR10 Polish word embeddings in the recognition of temporal expressions using BiLSTM-CRF. One-To-Many Multilingual End-to-end Speech Translation. Assessing the Safety …

Paper Group ANR 337

January 30, 2020

Customer Segmentation of Wireless Trajectory Data. Error Analysis on Graph Laplacian Regularized Estimator. Sparse estimation via $\ell_q$ optimization method in high-dimensional linear regression. MuPNet: Multi-modal Predictive Coding Network for Place Recognition by Unsupervised Learning of Joint Visuo-Tactile Latent Representations. Leaky Tiling …

Paper Group ANR 342

January 30, 2020

Aspect-Sentiment Embeddings for Company Profiling and Employee Opinion Mining. Scene Compliant Trajectory Forecast with Agent-Centric Spatio-Temporal Grids. Categorizing Wireheading in Partially Embedded Agents. Accelerating Large-Kernel Convolution Using Summed-Area Tables. Learned Point Cloud Geometry Compression. Estimation of Muscle Fascicle Or …

Paper Group ANR 349

January 30, 2020

On the Effectiveness of Low Frequency Perturbations. ConCORDe-Net: Cell Count Regularized Convolutional Neural Network for Cell Detection in Multiplex Immunohistochemistry Images. Compact Approximation for Polynomial of Covariance Feature. Low radiation tomographic reconstruction with and without template information. Towards Universal End-to-End A …

Paper Group ANR 353

January 30, 2020

What Do You Mean I’m Funny? Personalizing the Joke Skill of a Voice-Controlled Virtual Assistant. Deep reinforcement learning for complex evaluation of one-loop diagrams in quantum field theory. Consistency Regularization for Generative Adversarial Networks. AMASS: Archive of Motion Capture as Surface Shapes. Sensory Optimization: Neural Networks a …

Paper Group ANR 355

January 30, 2020

Reducing Transformer Depth on Demand with Structured Dropout. White-Box Evaluation of Fingerprint Matchers: Robustness to Minutiae Perturbations. Towards Robust RGB-D Human Mesh Recovery. Recovery of binary sparse signals from compressed linear measurements via polynomial optimization. Invariance-Preserving Localized Activation Functions for Graph …

Paper Group ANR 362

January 30, 2020

Articulatory and bottleneck features for speaker-independent ASR of dysarthric speech. Situational Grounding within Multimodal Simulations. The invisible power of fairness. How machine learning shapes democracy. Why we need an AI-resilient society. Benign Overfitting in Linear Regression. When Does Non-Orthogonal Tensor Decomposition Have No Spurio …

Paper Group ANR 377

January 30, 2020

Influences in Forecast Errors for Wind and Photovoltaic Power: A Study on Machine Learning Models. Cascade RetinaNet: Maintaining Consistency for Single-Stage Object Detection. Diversity in Fashion Recommendation using Semantic Parsing. Anti-Confusing: Region-Aware Network for Human Pose Estimation. Minimax Weight and Q-Function Learning for Off-Po …

Paper Group ANR 393

January 30, 2020

Deep Learning for Ranking Response Surfaces with Applications to Optimal Stopping Problems. Option-Critic in Cooperative Multi-agent Systems. Forward Vehicle Collision Warning Based on Quick Camera Calibration. Improved Sample Complexities for Deep Networks and Robust Classification via an All-Layer Margin. Hypothetical answers to continuous querie …

Paper Group ANR 401

January 30, 2020

KeyPose: Multi-view 3D Labeling and Keypoint Estimation for Transparent Objects. A Tool for Spatio-Temporal Analysis of Social Anxiety with Twitter Data. Coarse-to-Fine Registration of Airborne LiDAR Data and Optical Imagery on Urban Scenes. BERE: An accurate distantly supervised biomedical entity relation extraction network. Antonym-Synonym Classi …

Paper Group ANR 403

January 30, 2020

Efficient Kernel-based Subsequence Search for User Identification from Walking Activity. Unsupervised Construction of Knowledge Graphs From Text and Code. Quantifying error contributions of computational steps, algorithms and hyperparameter choices in image classification pipelines. Bayesian Receiver Operating Characteristic Metric for Linear Class …

Paper Group ANR 413

January 30, 2020

Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual Recognition. Black-Box Complexity of the Binary Value Function. Bridging the Gap between Training and Inference for Neural Machine Translation. Characterizing the impact of geometric properties of word embeddings on task performance. The Role of Interactivity in Local Differential Priv …

Paper Group ANR 419

January 30, 2020

Is artificial data useful for biomedical Natural Language Processing algorithms?. Towards Integration of Statistical Hypothesis Tests into Deep Neural Networks. SCEF: A Support-Confidence-aware Embedding Framework for Knowledge Graph Refinement. A Unifying Framework for Variance Reduction Algorithms for Finding Zeroes of Monotone Operators. The Kik …

Paper Group ANR 444

January 30, 2020

A General Scoring Rule for Randomized Kernel Approximation with Application to Canonical Correlation Analysis. A Review of Object Detection Models based on Convolutional Neural Network. Hypothesis Testing Interpretations and Renyi Differential Privacy. Cross Attention Network for Semantic Segmentation. DeepLofargram: A Deep Learning based Fluctuati …

Paper Group ANR 451

January 30, 2020

Benchmarking time series classification – Functional data vs machine learning approaches. Open Problem: The Oracle Complexity of Convex Optimization with Limited Memory. Scale-dependent Relationships in Natural Language. Anthropometric clothing measurements from 3D body scans. A flexible integer linear programming formulation for scheduling clinic …

Paper Group ANR 454

January 30, 2020

Meta Reasoning over Knowledge Graphs. Convolutional dictionary learning based auto-encoders for natural exponential-family distributions. Robust and interpretable blind image denoising via bias-free convolutional neural networks. An Empirical Study on Leveraging Scene Graphs for Visual Question Answering. Practical Hidden Voice Attacks against Spee …

Paper Group ANR 455

January 30, 2020

Tree Search Network for Sparse Regression. LCD: Learned Cross-Domain Descriptors for 2D-3D Matching. Snow avalanche segmentation in SAR images with Fully Convolutional Neural Networks. Unsupervised Monocular Depth Prediction for Indoor Continuous Video Streams. Vision: A Deep Learning Approach to provide walking assistance to the visually impaired. …

Paper Group ANR 469

January 30, 2020

Expectation-Aware Planning: A Unifying Framework for Synthesizing and Executing Self-Explaining Plans for Human-Aware Planning. Multivariate Uncertainty in Deep Learning. Is Discriminator a Good Feature Extractor?. Empirical Evaluation of Leveraging Named Entities for Arabic Sentiment Analysis. Region-wise Generative Adversarial ImageInpainting for …

Paper Group ANR 470

January 30, 2020

A Data Science Approach for Honeypot Detection in Ethereum. How to Estimate the Ability of a Metaheuristic Algorithm to Guide Heuristics During Optimization. 3DQ: Compact Quantized Neural Networks for Volumetric Whole Brain Segmentation. Understanding the Limitations of CNN-based Absolute Camera Pose Regression. Interestingness Elements for Explain …

Paper Group ANR 475

January 30, 2020

Least-squares Optimal Relative Planar Motion for Vehicle-mounted Cameras. A Soft STAPLE Algorithm Combined with Anatomical Knowledge. Risk-Averse Explore-Then-Commit Algorithms for Finite-Time Bandits. Benanza: Automatic $μ$Benchmark Generation to Compute “Lower-bound” Latency and Inform Optimizations of Deep Learning Models on GPUs. Preparing Less …

Paper Group ANR 500

January 29, 2020

Forecasting the Success of Television Series using Machine Learning. Android Botnet Detection using Convolutional Neural Networks. Projecting “better than randomly”: How to reduce the dimensionality of very large datasets in a way that outperforms random projections. Constructing the F-Graph with a Symmetric Constraint for Subspace Clustering. Arch …

Paper Group ANR 503

January 29, 2020

Jaccard Filtration and Stable Paths in the Mapper. Variable Selection with Rigorous Uncertainty Quantification using Deep Bayesian Neural Networks: Posterior Concentration and Bernstein-von Mises Phenomenon. Optical machine learning with incoherent light and a single-pixel detector. Monocular Depth Estimation with Directional Consistency by Deep Ne …