Pose Estimation

Paper Group ANR 511

January 29, 2020

Spectral Graph Matching and Regularized Quadratic Relaxations II: Erdős-Rényi Graphs and Universality. Multiple kernel learning for integrative consensus clustering of ‘omic datasets. Desaturating EUV observations of solar flaring storms. Deep Fuzzy Systems. Active 6D Multi-Object Pose Estimation in Cluttered Scenarios with Deep Reinforcement Learn …

Paper Group ANR 521

January 29, 2020

Self-attention based end-to-end Hindi-English Neural Machine Translation. A Hybrid Evolutionary Algorithm Framework for Optimising Power Take Off and Placements of Wave Energy Converters. Brain-inspired reverse adversarial examples. Investigating Multilingual NMT Representations at Scale. COLTRANE: ConvolutiOnaL TRAjectory NEtwork for Deep Map Infe …

Paper Group ANR 536

January 29, 2020

Curriculum-based transfer learning for an effective end-to-end spoken language understanding and domain portability. An Enhanced Machine Learning-based Biometric Authentication System Using RR-Interval Framed Electrocardiograms. Semi-supervised Acoustic Event Detection based on tri-training. Visual-Thermal Landmarks and Inertial Fusion for Navigati …

Paper Group ANR 545

January 29, 2020

Proceedings of the twelfth Workshop on Answer Set Programming and Other Computing Paradigms 2019. Perspective Taking in Deep Reinforcement Learning Agents. Unsupervised Context Rewriting for Open Domain Conversation. Deep Learning For Experimental Hybrid Terrestrial and Satellite Interference Management. A^2-Net: Molecular Structure Estimation from …

Paper Group ANR 557

January 29, 2020

General non-linear Bellman equations. Holistic++ Scene Understanding: Single-view 3D Holistic Scene Parsing and Human Pose Estimation with Human-Object Interaction and Physical Commonsense. ParNet: Position-aware Aggregated Relation Network for Image-Text matching. Variations of Genetic Algorithms. Conscientious Classification: A Data Scientist’s G …

Paper Group ANR 559

January 29, 2020

Self-supervised Learning of Distance Functions for Goal-Conditioned Reinforcement Learning. Model Similarity Mitigates Test Set Overuse. Protecting GANs against privacy attacks by preventing overfitting. One Point, One Object: Simultaneous 3D Object Segmentation and 6-DOF Pose Estimation. Joint Adversarial Training: Incorporating both Spatial and P …

Paper Group ANR 563

January 29, 2020

Deep Neural Network Ensembles. Tool Substitution with Shape and Material Reasoning Using Dual Neural Networks. Spaceland Embedding of Sparse Stochastic Graphs. Wearable-based Parkinson’s Disease Severity Monitoring using Deep Learning. Internal-transfer Weighting of Multi-task Learning for Lung Cancer Detection. Variational Quantum Circuits for Qua …

Paper Group ANR 565

January 29, 2020

A Comparative Study of Glottal Source Estimation Techniques. A Rank-1 Sketch for Matrix Multiplicative Weights. Link Prediction in the Stochastic Block Model with Outliers. Glottal Closure and Opening Instant Detection from Speech Signals. Rethinking Lossy Compression: The Rate-Distortion-Perception Tradeoff. Prioritized Unit Propagation with Perio …

Paper Group ANR 576

January 29, 2020

WebProtégé: A Cloud-Based Ontology Editor. To Model or to Intervene: A Comparison of Counterfactual and Online Learning to Rank from User Interactions. Towards Global Remote Discharge Estimation: Using the Few to Estimate The Many. Flexible Auto-weighted Local-coordinate Concept Factorization: A Robust Framework for Unsupervised Clustering. A Light …

Paper Group ANR 588

January 29, 2020

On the asymptotic optimality of the comb strategy for prediction with expert advice. Visually Grounded Neural Syntax Acquisition. Differential Similarity in Higher Dimensional Spaces: Theory and Applications. Morphological Segmentation Inside-Out. Enabling Explainable Fusion in Deep Learning with Fuzzy Integral Neural Networks. Face-to-Parameter Tr …

Paper Group ANR 595

January 29, 2020

PointPoseNet: Accurate Object Detection and 6 DoF Pose Estimation in Point Clouds. Composition of Sentence Embeddings:Lessons from Statistical Relational Learning. Taxonomy and Evaluation of Structured Compression of Convolutional Neural Networks. LiveSketch: Query Perturbations for Guided Sketch-based Visual Search. Improved Robustness and Safety …

Paper Group ANR 602

January 29, 2020

Enabling Intuitive Human-Robot Teaming Using Augmented Reality and Gesture Control. Domain-adversarial Network Alignment. Nefnir: A high accuracy lemmatizer for Icelandic. Identifying Editor Roles in Argumentative Writing from Student Revision Histories. Conditional Generative Adversarial Networks for Data Augmentation and Adaptation in Remotely Se …

Paper Group ANR 615

January 29, 2020

Fetal Head and Abdomen Measurement Using Convolutional Neural Network, Hough Transform, and Difference of Gaussian Revolved along Elliptical Path (Dogell) Algorithm. What Does My QA Model Know? Devising Controlled Probes using Expert Knowledge. Scaling in Words on Twitter. See Clearer at Night: Towards Robust Nighttime Semantic Segmentation through …

Paper Group ANR 617

January 29, 2020

Pose estimation and bin picking for deformable products. Salient Slices: Improved Neural Network Training and Performance with Image Entropy. Cascaded Revision Network for Novel Object Captioning. Data Valuation using Reinforcement Learning. Global Optimality Guarantees For Policy Gradient Methods. Motion Generation Considering Situation with Condi …

Paper Group ANR 628

January 29, 2020

Exploiting Clinically Available Delineations for CNN-based Segmentation in Radiotherapy Treatment Planning. Shooting Labels: 3D Semantic Labeling by Virtual Reality. Constant Curvature Graph Convolutional Networks. ResNetX: a more disordered and deeper network architecture. Improving Node Classification by Co-training Node Pair Classification: A No …

Paper Group ANR 629

January 29, 2020

Fast Non-Parametric Learning to Accelerate Mixed-Integer Programming for Online Hybrid Model Predictive Control. ERASER: A Benchmark to Evaluate Rationalized NLP Models. Automatic Acrostic Couplet Generation with Three-Stage Neural Network Pipelines. Reliable and Explainable Machine Learning Methods for Accelerated Material Discovery. Efficient Sem …

Paper Group ANR 652

January 29, 2020

Indiscapes: Instance Segmentation Networks for Layout Parsing of Historical Indic Manuscripts. Distributional Reinforcement Learning for Energy-Based Sequential Models. GAN-powered Deep Distributional Reinforcement Learning for Resource Management in Network Slicing. Improved Path-length Regret Bounds for Bandits. Recognition of Images of Korean Ch …

Paper Group ANR 656

January 29, 2020

Embodied Multimodal Multitask Learning. Improving Neural Relation Extraction with Positive and Unlabeled Learning. Amharic-Arabic Neural Machine Translation. Sparsely Grouped Input Variables for Neural Networks. Provably Efficient $Q$-learning with Function Approximation via Distribution Shift Error Checking Oracle. Deep Representation Learning for …

Paper Group ANR 658

January 29, 2020

AlphaStock: A Buying-Winners-and-Selling-Losers Investment Strategy using Interpretable Deep Reinforcement Attention Networks. Microsoft AI Challenge India 2018: Learning to Rank Passages for Web Question Answering with Deep Attention Networks. Super Interaction Neural Network. Domain Authoring Assistant for Intelligent Virtual Agents. An Empirical …

Paper Group ANR 659

January 29, 2020

Understand customer reviews with less data and in short time: pretrained language representation and active learning. Crowd Counting Using Scale-Aware Attention Networks. MarioNETte: Few-shot Face Reenactment Preserving Identity of Unseen Targets. STAR-Net: Action Recognition using Spatio-Temporal Activation Reprojection. Cycle-SUM: Cycle-consisten …

Paper Group ANR 664

January 29, 2020

Learning a Family of Optimal State-Feedback Controllers with Homotopy and Trajectory Optimisation. A Semi-Supervised Framework for Automatic Pixel-Wise Breast Cancer Grading of Histological Images. State-Regularized Recurrent Neural Networks. Embedding of FRPN in CNN architecture. DDNet: Cartesian-polar Dual-domain Network for the Joint Optic Disc …

Paper Group ANR 670

January 29, 2020

Weak Supervision helps Emergence of Word-Object Alignment and improves Vision-Language Tasks. A comparison of apartment rent price prediction using a large dataset: Kriging versus DNN. Meta Learning with Relational Information for Short Sequences. The role of invariance in spectral complexity-based generalization bounds. W-Net: Two-stage U-Net with …

Paper Group ANR 683

January 29, 2020

Q-Search Trees: An Information-Theoretic Approach Towards Hierarchical Abstractions for Agents with Computational Limitations. Generative Continual Concept Learning. Development of a Robotic System for Automatic Wheel Removal and Fitting. Continual Learning of New Sound Classes using Generative Replay. Can Neural Networks Learn Symbolic Rewriting?. …

Paper Group ANR 692

January 29, 2020

Talking with Robots: Opportunities and Challenges. Non-parametric Probabilistic Load Flow using Gaussian Process Learning. RhythmNet: End-to-end Heart Rate Estimation from Face via Spatial-temporal Representation. SeER: An Explainable Deep Learning MIDI-based Hybrid Song Recommender System. Bounded Residual Gradient Networks (BReG-Net) for Facial A …

Paper Group ANR 698

January 29, 2020

Singular Value Decomposition and Neural Networks. Synthetic QA Corpora Generation with Roundtrip Consistency. Simulation-based reinforcement learning for real-world autonomous driving. Learning to Train with Synthetic Humans. Alpha Discovery Neural Network based on Prior Knowledge. Automatic Differentiation for Adjoint Stencil Loops. A Segmentation …

Paper Group ANR 703

January 29, 2020

VICSOM: VIsual Clues from SOcial Media for psychological assessment. A Context-and-Spatial Aware Network for Multi-Person Pose Estimation. Are We Ready for Service Robots? The OpenLORIS-Scene Datasets for Lifelong SLAM. Exactly Sparse Gaussian Variational Inference with Application to Derivative-Free Batch Nonlinear State Estimation. KarNet: An Eff …

Paper Group ANR 723

January 29, 2020

Early warning in egg production curves from commercial hens: A SVM approach. A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration. Understanding Geometry of Encoder-Decoder CNNs. Towards an automatic recognition of mixed languages: The Ukrainian-Russian hybrid language Surzhyk. The Neural State Pushdown Automata. …

Paper Group ANR 725

January 29, 2020

Nostalgin: Extracting 3D City Models from Historical Image Data. Reinforced Feature Points: Optimizing Feature Detection and Description for a High-Level Task. Prediction and Sampling with Local Graph Transforms for Quasi-Lossless Light Field Compression. Deterministic Completion of Rectangular Matrices Using Ramanujan Bigraphs – II: Explicit Cons …