Pose Estimation

Paper Group ANR 76

January 31, 2020

POIRot: A rotation invariant omni-directional pointnet. FLATM: A Fuzzy Logic Approach Topic Model for Medical Documents. Feature Relevance Determination for Ordinal Regression in the Context of Feature Redundancies and Privileged Information. M2FPA: A Multi-Yaw Multi-Pitch High-Quality Database and Benchmark for Facial Pose Analysis. On the Self-Si …

Paper Group ANR 80

January 31, 2020

Agent Probing Interaction Policies. A Deep Actor-Critic Reinforcement Learning Framework for Dynamic Multichannel Access. Learning Pose Estimation for UAV Autonomous Navigation andLanding Using Visual-Inertial Sensor Data. Binary matrix completion with nonconvex regularizers. Stochastic Bandits with Context Distributions. Cluster Developing 1-Bit M …

Paper Group ANR 99

January 31, 2020

Improving Head Pose Estimation with a Combined Loss and Bounding Box Margin Adjustment. Learning to aggregate feature representations. Almost Uniform Sampling From Neural Networks. Ego-CNN: Distributed, Egocentric Representations of Graphs for Detecting Critical Structures. Graph Width Measures for CNF-Encodings with Auxiliary Variables. Machine Le …

Paper Group AWR 375

January 31, 2020

Unsupervised 3D End-to-End Medical Image Registration with Volume Tweening Network. HAKE: Human Activity Knowledge Engine. Missingness as Stability: Understanding the Structure of Missingness in Longitudinal EHR data and its Impact on Reinforcement Learning in Healthcare. EQuANt (Enhanced Question Answer Network). Utilizing BERT for Aspect-Based Se …

Paper Group AWR 380

January 31, 2020

ProductNet: a Collection of High-Quality Datasets for Product Representation Learning. Single-Stage Multi-Person Pose Machines. STAGE: Spatio-Temporal Attention on Graph Entities for Video Action Detection. Opponent Aware Reinforcement Learning. Identifying and Analyzing Cryptocurrency Manipulations in Social Media. GAC-GAN: A General Method for Ap …

Paper Group AWR 381

January 31, 2020

Real Time Visual Tracking using Spatial-Aware Temporal Aggregation Network. Temporal Reasoning via Audio Question Answering. DMCL: Distillation Multiple Choice Learning for Multimodal Action Recognition. Mimetics: Towards Understanding Human Actions Out of Context. EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks. Affect-bas …

Paper Group AWR 385

January 31, 2020

An Alternative Surrogate Loss for PGD-based Adversarial Testing. Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation. Noise-tolerant fair classification. Learning Resolution Parameters for Graph Clustering. STCN: Stochastic Temporal Convolutional Networks. Intensity-Free Learning of Temporal Point Processes. Mult …

Paper Group AWR 389

January 31, 2020

Orthogonal Statistical Learning. Learning to Transfer: Unsupervised Meta Domain Translation. WONDER: Weighted one-shot distributed ridge regression in high dimensions. TGG: Transferable Graph Generation for Zero-shot and Few-shot Learning. Outfit Compatibility Prediction and Diagnosis with Multi-Layered Comparison Network. Overcoming Data Limitatio …

Paper Group AWR 397

January 31, 2020

A Graph Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction. Root Identification in Minirhizotron Imagery with Multiple Instance Learning. Quality Assessment of In-the-Wild Videos. Improvements to Target-Based 3D LiDAR to Camera Calibration. Cross Attention Network for Few-shot Classification. Synthetic Epileptic Brain Activit …

Paper Group AWR 400

January 31, 2020

Reinventing 2D Convolutions for 3D Images. Deep Learning for Spacecraft Pose Estimation from Photorealistic Rendering. A Neural-Symbolic Architecture for Inverse Graphics Improved by Lifelong Meta-Learning. Two-stage Image Classification Supervised by a Single Teacher Single Student Model. Adaptively Connected Neural Networks. Dependency or Span, E …

Paper Group AWR 412

January 31, 2020

Deep-Learning for Tidemark Segmentation in Human Osteochondral Tissues Imaged with Micro-computed Tomography. Modelling urban networks using Variational Autoencoders. Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline. Cognitive Graph for Multi-Hop Reading Comprehension at Scale. ConvLab: Multi-Domain End-to-End Dialog Sy …

Paper Group AWR 415

January 31, 2020

Rethinking on Multi-Stage Networks for Human Pose Estimation. Neural Network Based in Silico Simulation of Combustion Reactions. Connections between Support Vector Machines, Wasserstein distance and gradient-penalty GANs. SeesawFaceNets: sparse and robust face verification model for mobile platform. Three scenarios for continual learning. ELF OpenG …

Paper Group AWR 419

January 31, 2020

Powering Hidden Markov Model by Neural Network based Generative Models. BlockSwap: Fisher-guided Block Substitution for Network Compression on a Budget. Deeper Text Understanding for IR with Contextual Neural Language Modeling. CullNet: Calibrated and Pose Aware Confidence Scores for Object Pose Estimation. Modular Universal Reparameterization: Dee …

Paper Group AWR 422

January 31, 2020

EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks. Exploiting temporal context for 3D human pose estimation in the wild. Visual Relationship Detection with Language prior and Softmax. ConvPoint: Continuous Convolutions for Point Cloud Processing. Automated Classification of Histopathology Images Using Tran …

Paper Group AWR 425

January 31, 2020

Rekall: Specifying Video Events using Compositions of Spatiotemporal Labels. SumQE: a BERT-based Summary Quality Estimation Model. Onset detection: A new approach to QBH system. Learning in the Machine: To Share or Not to Share?. SynthText3D: Synthesizing Scene Text Images from 3D Virtual Worlds. Data-Efficient Classification of Birdcall Through Co …

Paper Group AWR 426

January 31, 2020

A Differentiable Programming System to Bridge Machine Learning and Scientific Computing. Improving Open Information Extraction via Iterative Rank-Aware Learning. Improving RetinaNet for CT Lesion Detection with Dense Masks from Weak RECIST Labels. Dynamics-Aware Unsupervised Discovery of Skills. Dilated Convolutional Neural Networks for Sequential …

Paper Group AWR 427

January 31, 2020

Benchmarking Natural Language Understanding Services for building Conversational Agents. Deep Learning for Multiple-Image Super-Resolution. KG-BERT: BERT for Knowledge Graph Completion. Towards VQA Models That Can Read. ELG: An Event Logic Graph. Presence-Only Geographical Priors for Fine-Grained Image Classification. Approximate Bayesian Computati …

Paper Group AWR 431

January 31, 2020

d-blink: Distributed End-to-End Bayesian Entity Resolution. PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification. QASC: A Dataset for Question Answering via Sentence Composition. Dressing as a Whole: Outfit Compatibility Learning Based on Node-wise Graph Neural Networks. Optimal Transport-based Alignment of Learned Character Re …

Paper Group AWR 432

January 31, 2020

The emergence of number and syntax units in LSTM language models. SEAN: Image Synthesis with Semantic Region-Adaptive Normalization. What does a Car-ssette tape tell?. 6-PACK: Category-level 6D Pose Tracker with Anchor-Based Keypoints. Automatic Hyperparameter Tuning Method for Local Outlier Factor, with Applications to Anomaly Detection. Spotting …

Paper Group ANR 204

January 30, 2020

Variance-Based Risk Estimations in Markov Processes via Transformation with State Lumping. Resilient Supplier Selection in Logistics 4.0 with Heterogeneous Information. Merging Deterministic Policy Gradient Estimations with Varied Bias-Variance Tradeoff for Effective Deep Reinforcement Learning. Training Provably Robust Models by Polyhedral Envelop …

Paper Group ANR 214

January 30, 2020

Federated Learning over Wireless Fading Channels. Towards the Enhancement of Body Standing Balance Recovery by Means of a Wireless Audio-Biofeedback System. Unsupervised Assignment Flow: Label Learning on Feature Manifolds by Spatially Regularized Geometric Assignment. DeepHuman: 3D Human Reconstruction from a Single Image. Multi-View Multi-Instanc …

Paper Group ANR 220

January 30, 2020

Attention is all you need for Videos: Self-attention based Video Summarization using Universal Transformers. Diagnosis of liver disease using computer-assisted imaging techniques: A Review. Annotation-Free Cardiac Vessel Segmentation via Knowledge Transfer from Retinal Images. Stochastic Prototype Embeddings. Metric-Based Few-Shot Learning for Vide …

Paper Group ANR 239

January 30, 2020

Robust Classification with Sparse Representation Fusion on Diverse Data Subsets. Open DNN Box by Power Side-Channel Attack. User Curated Shaping of Expressive Performances. Improving Prediction Accuracy in Building Performance Models Using Generative Adversarial Networks (GANs). Mono-SF: Multi-View Geometry Meets Single-View Depth for Monocular Sce …

Paper Group ANR 243

January 30, 2020

Physics Informed Extreme Learning Machine (PIELM) – A rapid method for the numerical solution of partial differential equations. Incremental Learning Using a Grow-and-Prune Paradigm with Efficient Neural Networks. GraphNAS: Graph Neural Architecture Search with Reinforcement Learning. Phoneme Level Language Models for Sequence Based Low Resource A …

Paper Group ANR 245

January 30, 2020

Twitter Speaks: A Case of National Disaster Situational Awareness. $VJA\dot{G}\dot{G}$ – A Thick-Client Smart-Phone Journey Detection Algorithm. DLIME: A Deterministic Local Interpretable Model-Agnostic Explanations Approach for Computer-Aided Diagnosis Systems. Teacher-Student Training for Robust Tacotron-based TTS. DeepHoyer: Learning Sparser Ne …

Paper Group ANR 246

January 30, 2020

Hand Pose Estimation: A Survey. Hierarchical Variational Imitation Learning of Control Programs. Federated Imitation Learning: A Novel Framework for Cloud Robotic Systems with Heterogeneous Sensor Data. Partial Separability and Functional Graphical Models for Multivariate Gaussian Processes. Do Attention Heads in BERT Track Syntactic Dependencies?. …

Paper Group ANR 253

January 30, 2020

Common Artist Music Assistance. Dimensionality compression and expansion in Deep Neural Networks. Combination of Domain Knowledge and Deep Learning for Sentiment Analysis of Short and Informal Messages on Social Media. Imagine That! Leveraging Emergent Affordances for Tool Synthesis in Reaching Tasks. Efficient 2.5D Hand Pose Estimation via Auxilia …

Paper Group ANR 255

January 30, 2020

Visual Understanding and Narration: A Deeper Understanding and Explanation of Visual Scenes. Real-time interactive magnetic resonance (MR) temperature imaging in both aqueous and adipose tissues using cascaded deep neural networks for MR-guided focused ultrasound surgery (MRgFUS). Fine-grained Search Space Classification for Hard Enumeration Varian …