Pose Estimation

Paper Group AWR 1

October 21, 2019

Anomaly Detection with Generative Adversarial Networks for Multivariate Time Series. One-shot Learning for Question-Answering in Gaokao History Challenge. Adversarial Clustering: A Grid Based Clustering Algorithm Against Active Adversaries. Real Time Bangladeshi Sign Language Detection using Faster R-CNN. One-Shot Learning of Multi-Step Tasks from …

Paper Group AWR 11

October 21, 2019

Deep Autoencoding Models for Unsupervised Anomaly Segmentation in Brain MR Images. Radio Galaxy Morphology Generation Using DNN Autoencoder and Gaussian Mixture Models. On Tree-Based Neural Sentence Modeling. From 2D to 3D Geodesic-based Garment Matching. Discovery of Latent 3D Keypoints via End-to-end Geometric Reasoning. Addressing the Fundamenta …

Paper Group AWR 114

October 21, 2019

Neural Wavetable: a playable wavetable synthesizer using neural networks. Complementary-Label Learning for Arbitrary Losses and Models. Look into Person: Joint Body Parsing & Pose Estimation Network and A New Benchmark. Dimensionality’s Blessing: Clustering Images by Underlying Distribution. Learning Semantic Sentence Embeddings using Sequential Pa …

Paper Group AWR 129

October 21, 2019

An Effective Single-Image Super-Resolution Model Using Squeeze-and-Excitation Networks. When Vehicles See Pedestrians with Phones:A Multi-Cue Framework for Recognizing Phone-based Activities of Pedestrians. Consistent Robust Adversarial Prediction for General Multiclass Classification. Dynamic Vision Sensors for Human Activity Recognition. Inhibite …

Paper Group AWR 135

October 21, 2019

Learning Warped Guidance for Blind Face Restoration. Precision and Recall for Time Series. Gradient and Newton Boosting for Classification and Regression. Towards Highly Accurate and Stable Face Alignment for High-Resolution Videos. On Robust Trimming of Bayesian Network Classifiers. Breaking NLI Systems with Sentences that Require Simple Lexical I …

Paper Group AWR 14

October 21, 2019

Understanding Humans in Crowded Scenes: Deep Nested Adversarial Learning and A New Benchmark for Multi-Human Parsing. A Fusion Approach for Multi-Frame Optical Flow Estimation. SpotTune: Transfer Learning through Adaptive Fine-tuning. Automatic Instrument Segmentation in Robot-Assisted Surgery Using Deep Learning. Counterfactually Fair Prediction U …

Paper Group AWR 149

October 21, 2019

Graph Neural Networks: A Review of Methods and Applications. Deep contextualized word representations. Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet. DensePose: Dense Human Pose Estimation In The Wild. Optimal Transport for structured data with application on graphs. Machine Teaching for Inverse Reinforcement Learnin …

Paper Group AWR 150

October 21, 2019

Deep Learning Estimation of Absorbed Dose for Nuclear Medicine Diagnostics. CFCM: Segmentation via Coarse to Fine Context Memory. Learning Gaussian Processes by Minimizing PAC-Bayesian Generalization Bounds. Ground Plane Polling for 6DoF Pose Estimation of Objects on the Road. Probabilistic Formulations of Regression with Mixed Guidance. Tensor Rob …

Paper Group AWR 160

October 21, 2019

Dataset Distillation. Revisiting Distillation and Incremental Classifier Learning. Using deep Q-learning to understand the tax evasion behavior of risk-averse firms. Riemannian Walk for Incremental Learning: Understanding Forgetting and Intransigence. Masked Conditional Neural Networks for Environmental Sound Classification. ECC: Platform-Independe …

Paper Group AWR 164

October 21, 2019

Adversarially Regularising Neural NLI Models to Integrate Logical Background Knowledge. Cluster-Based Learning from Weakly Labeled Bags in Digital Pathology. NeuralWarp: Time-Series Similarity with Warping Networks. Triplet-Center Loss for Multi-View 3D Object Retrieval. Constructing Fast Network through Deconstruction of Convolution. One-shot doma …

Paper Group AWR 17

October 21, 2019

Learning Semantic Representations for Novel Words: Leveraging Both Form and Context. Domain Adaptive Faster R-CNN for Object Detection in the Wild. Elastic Boundary Projection for 3D Medical Imaging Segmentation. In Defense of Classical Image Processing: Fast Depth Completion on the CPU. Look Across Elapse: Disentangled Representation Learning and …

Paper Group AWR 18

October 21, 2019

Fast Dynamic Routing Based on Weighted Kernel Density Estimation. JigsawNet: Shredded Image Reassembly using Convolutional Neural Network and Loop-based Composition. Bayesian Optimization with Expensive Integrands. Analyzing Neuroimaging Data Through Recurrent Deep Learning Models. Efficient Loss-Based Decoding on Graphs For Extreme Classification. …

Paper Group AWR 21

October 21, 2019

Cyberbullying Detection in Social Networks Using Deep Learning Based Models; A Reproducibility Study. Excitation Dropout: Encouraging Plasticity in Deep Neural Networks. Hand Pose Estimation via Latent 2.5D Heatmap Regression. Skeleton-Based Action Recognition with Spatial Reasoning and Temporal Stack Learning. Large-Scale Multi-Domain Belief Track …

Paper Group AWR 3

October 21, 2019

Multi-views Fusion CNN for Left Ventricular Volumes Estimation on Cardiac MR Images. Stock Price Correlation Coefficient Prediction with ARIMA-LSTM Hybrid Model. Real-time Multiple People Tracking with Deeply Learned Candidate Selection and Person Re-Identification. Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation. LSCP: Locally S …

Paper Group AWR 34

October 21, 2019

Do Deep Generative Models Know What They Don’t Know?. Learning a SAT Solver from Single-Bit Supervision. RecoGym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising. Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation. Adversarial Propagation and Zero-Shot Cross-Lingual Transfer …

Paper Group AWR 4

October 21, 2019

Learning Free-Form Deformations for 3D Object Reconstruction. Dense 3D Object Reconstruction from a Single Depth View. Adversarial Vision Challenge. Towards a Robust Parameterization for Conditioning Facies Models Using Deep Variational Autoencoders and Ensemble Smoother. Heterogeneous Multi-output Gaussian Process Prediction. DeepDRR – A Catalyst …

Paper Group AWR 41

October 21, 2019

SWRL2SPIN: A tool for transforming SWRL rule bases in OWL ontologies to object-oriented SPIN rules. Spoken SQuAD: A Study of Mitigating the Impact of Speech Recognition Errors on Listening Comprehension. A Fast Proximal Point Method for Computing Exact Wasserstein Distance. Graph Convolutional Networks for Text Classification. Efficient Neural Netw …

Paper Group AWR 46

October 21, 2019

Multi-Multi-View Learning: Multilingual and Multi-Representation Entity Typing. 3D-PhysNet: Learning the Intuitive Physics of Non-Rigid Object Deformations. Synthetic Occlusion Augmentation with Volumetric Heatmaps for the 2018 ECCV PoseTrack Challenge on 3D Human Pose Estimation. ShuffleSeg: Real-time Semantic Segmentation Network. Generative Prob …

Paper Group AWR 47

October 21, 2019

Structured Variational Learning of Bayesian Neural Networks with Horseshoe Priors. Weakly Supervised Object Detection in Artworks. Certified Adversarial Robustness with Additive Noise. CubeSLAM: Monocular 3D Object SLAM. Unsupervised Alignment of Embeddings with Wasserstein Procrustes. Perfect Match: A Simple Method for Learning Representations For …

Paper Group AWR 53

October 21, 2019

Iterative fully convolutional neural networks for automatic vertebra segmentation and identification. Scaling provable adversarial defenses. A Reinforcement Learning Approach to Interactive-Predictive Neural Machine Translation. Graphite: Iterative Generative Modeling of Graphs. MC-GAN: Multi-conditional Generative Adversarial Network for Image Syn …

Paper Group AWR 6

October 21, 2019

Bayesian sparse reconstruction: a brute-force approach to astronomical imaging and machine learning. AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification. Hierarchical Quantized Representations for Script Generation. Simple Baselines for Human Pose Estimation and Tracking. Mapping In …

Paper Group AWR 69

October 21, 2019

Bleaching Text: Abstract Features for Cross-lingual Gender Prediction. Interoceptive robustness through environment-mediated morphological development. Deep learning with differential Gaussian process flows. CSI-Net: Unified Human Body Characterization and Pose Recognition. Aequitas: A Bias and Fairness Audit Toolkit. Creative Invention Benchmark. …

Paper Group AWR 80

October 21, 2019

Predicting user intent from search queries using both CNNs and RNNs. A Unified Framework for Domain Adaptation using Metric Learning on Manifolds. TVAE: Triplet-Based Variational Autoencoder using Metric Learning. Safe Triplet Screening for Distance Metric Learning. Estimating Cellular Goals from High-Dimensional Biological Data. Feature selection …

Paper Group AWR 89

October 21, 2019

Neural Network Decoders for Large-Distance 2D Toric Codes. Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells. Real-Time Object Pose Estimation with Pose Interpreter Networks. Visual Re-ranking with Natural Language Understanding for Text Spotting. Multi-Objective De Novo Drug Design with Conditional Graph G …

Paper Group AWR 9

October 21, 2019

Hamiltonian Monte Carlo for Probabilistic Programs with Discontinuities. Insect cyborgs: Bio-mimetic feature generators improve machine learning accuracy on limited data. Verisimilar Image Synthesis for Accurate Detection and Recognition of Texts in Scenes. Exploiting High-Level Semantics for No-Reference Image Quality Assessment of Realistic Blur …

Paper Group AWR 92

October 21, 2019

The Matrix Calculus You Need For Deep Learning. Global-Locally Self-Attentive Dialogue State Tracker. SAFE: A Neural Survival Analysis Model for Fraud Early Detection. MesoNet: a Compact Facial Video Forgery Detection Network. Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning. Learning Compressed Transforms wi …

Paper Group ANR 103

October 20, 2019

Exploring Connections Between Active Learning and Model Extraction. Focusing on the Big Picture: Insights into a Systems Approach to Deep Learning for Satellite Imagery. Empirical observations of ultraslow diffusion driven by the fractional dynamics in languages: Dynamical statistical properties of word counts of already popular words. Are screenin …

Paper Group ANR 19

October 20, 2019

Fusarium Damaged Kernels Detection Using Transfer Learning on Deep Neural Network Architecture. Motivating the Rules of the Game for Adversarial Example Research. Adversarial vulnerability for any classifier. Representation Learning for Spatial Graphs. On Bi-Objective convex-quadratic problems. Multi-Task Learning with Incomplete Data for Healthcar …