3D Human Pose Estimation

Paper Group AWR 7

February 2, 2020

Unsupervised Clinical Language Translation. Learning Robust Global Representations by Penalizing Local Predictive Power. Noise-Tolerant Paradigm for Training Face Recognition CNNs. Known-class Aware Self-ensemble for Open Set Domain Adaptation. Radial-Based Undersampling for Imbalanced Data Classification. GORC: A large contextual citation graph of …

Paper Group AWR 119

February 1, 2020

bLIMEy: Surrogate Prediction Explanations Beyond LIME. Scale-wise Convolution for Image Restoration. Monocular 3D Human Pose Estimation by Generation and Ordinal Ranking. Defending Against Adversarial Examples with K-Nearest Neighbor. Reparameterizing Distributions on Lie Groups. A Realistic Dataset and Baseline Temporal Model for Early Drowsiness …

Paper Group AWR 161

February 1, 2020

Enhancing high-content imaging for studying microtubule networks at large-scale. Spatiotemporal Attention Networks for Wind Power Forecasting. Learning to Remember More with Less Memorization. A Tail-Index Analysis of Stochastic Gradient Noise in Deep Neural Networks. Clustering with Fairness Constraints: A Flexible and Scalable Approach. Modeling …

Paper Group AWR 200

February 1, 2020

Habitat: A Platform for Embodied AI Research. Hi-CMD: Hierarchical Cross-Modality Disentanglement for Visible-Infrared Person Re-Identification. Deep Learning Recommendation Model for Personalization and Recommendation Systems. Multi-Agent Image Classification via Reinforcement Learning. What Makes A Good Story? Designing Composite Rewards for Visu …

Paper Group AWR 202

February 1, 2020

Hyper-Path-Based Representation Learning for Hyper-Networks. Advancing GraphSAGE with A Data-Driven Node Sampling. Point-to-Point Video Generation. Semi-Supervised Classification on Non-Sparse Graphs Using Low-Rank Graph Convolutional Networks. VideoFlow: A Conditional Flow-Based Model for Stochastic Video Generation. Handwritten Indic Character Re …

Paper Group AWR 208

February 1, 2020

Augmentation for small object detection. ID-aware Quality for Set-based Person Re-identification. Similarity-DT: Kernel Similarity Embedding for Dynamic Texture Synthesis. Semantics-Aligned Representation Learning for Person Re-identification. MHP-VOS: Multiple Hypotheses Propagation for Video Object Segmentation. PRECOG: PREdiction Conditioned On …

Paper Group AWR 226

February 1, 2020

Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification. Co-Generation with GANs using AIS based HMC. XDeep: An Interpretation Tool for Deep Neural Networks. Noise as Domain Shift: Denoising Medical Images by Unpaired Image Translation. Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning. Le …

Paper Group AWR 227

February 1, 2020

The StarCraft Multi-Agent Challenge. Mapping Informal Settlements in Developing Countries using Machine Learning and Low Resolution Multi-spectral Data. Semantic Graph Convolutional Networks for 3D Human Pose Regression. Learning Invariant Representations of Social Media Users. DOVER: A Method for Combining Diarization Outputs. Protecting Geolocati …

Paper Group AWR 228

February 1, 2020

Large-Scale Multi-Label Text Classification on EU Legislation. GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects. Mask Combination of Multi-layer Graphs for Global Structure Inference. Neural Imaging Pipelines - the Scourge or Hope of Forensics?. Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure …

Paper Group AWR 229

February 1, 2020

MUSE: Parallel Multi-Scale Attention for Sequence to Sequence Learning. Unsupervised Learning of Landmarks by Descriptor Vector Exchange. Beyond English-Only Reading Comprehension: Experiments in Zero-Shot Multilingual Transfer for Bulgarian. Katecheo: A Portable and Modular System for Multi-Topic Question Answering. Addressing Sample Complexity in …

Paper Group AWR 257

February 1, 2020

Multi-Task Recurrent Convolutional Network with Correlation Loss for Surgical Video Analysis. Probabilistic Models of Relational Implication. Multi-task Deep Learning for Real-Time 3D Human Pose Estimation and Action Recognition. Revisiting Semantic Representation and Tree Search for Similar Question Retrieval. Towards More Accurate Automatic Sleep …

Paper Group AWR 309

February 1, 2020

Cross View Fusion for 3D Human Pose Estimation. Blind Super-Resolution Kernel Estimation using an Internal-GAN. TabNet: Attentive Interpretable Tabular Learning. Large-scale Landmark Retrieval/Recognition under a Noisy and Diverse Dataset. Handheld Multi-Frame Super-Resolution. A Deep Learning System for Predicting Size and Fit in Fashion E-Commerc …

Paper Group AWR 328

February 1, 2020

Perspective-consistent multifocus multiview 3D reconstruction of small objects. An End-to-End Joint Learning Scheme of Image Compression and Quality Enhancement with Improved Entropy Minimization. Multi-marginal Wasserstein GAN. Fine-grained Entity Recognition with Reduced False Negatives and Large Type Coverage. Automating Whole Brain Histology to …

Paper Group AWR 336

February 1, 2020

Hamiltonian Neural Networks. Passage Re-ranking with BERT. FSS-1000: A 1000-Class Dataset for Few-Shot Segmentation. A Real-Time Wideband Neural Vocoder at 1.6 kb/s Using LPCNet. Planning with Goal-Conditioned Policies. Accurate and Robust Alignment of Variable-stained Histologic Images Using a General-purpose Greedy Diffeomorphic Registration Tool …

Paper Group ANR 104

January 31, 2020

A Simulation Study of Social-Networking-Driven Smart Recommendations for Internet of Vehicles. AED: An Anytime Evolutionary DCOP Algorithm. Featuring the topology with the unsupervised machine learning. Concentration of risk measures: A Wasserstein distance approach. Probabilistic symmetry and invariant neural networks. PolyResponse: A Rank-based A …

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 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 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 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 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 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 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 1009

January 28, 2020

Teaching Pretrained Models with Commonsense Reasoning: A Preliminary KB-Based Approach. Learning Effective Visual Relationship Detector on 1 GPU. Geometric Pose Affordance: 3D Human Pose with Scene Constraints. Vision-Based Lane-Changing Behavior Detection Using Deep Residual Neural Network. Silhouette-Net: 3D Hand Pose Estimation from Silhouettes. …

Paper Group ANR 796

January 28, 2020

GP2C: Geometric Projection Parameter Consensus for Joint 3D Pose and Focal Length Estimation in the Wild. Sim2real transfer learning for 3D human pose estimation: motion to the rescue. Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation. Bayesian Inference of Spacecraft Pose using …

Paper Group ANR 863

January 28, 2020

Distill Knowledge from NRSfM for Weakly Supervised 3D Pose Learning. Convergence Analyses of Online ADAM Algorithm in Convex Setting and Two-Layer ReLU Neural Network. Multi-Category Fairness in Sponsored Search Auctions. Making the Invisible Visible: Action Recognition Through Walls and Occlusions. Mean Shift Rejection: Training Deep Neural Networ …

Paper Group ANR 883

January 28, 2020

Towards Unsupervised Grammatical Error Correction using Statistical Machine Translation with Synthetic Comparable Corpus. A Randomized Algorithm for Preconditioner Selection. DenseRaC: Joint 3D Pose and Shape Estimation by Dense Render-and-Compare. Distributionally Robust Multi-instance Learning with Stable Instances. Kernel-Guided Training of Impl …

Paper Group ANR 981

January 28, 2020

Online Synthesis for Runtime Enforcement of Safety in Multi-Agent Systems. Data hiding in complex-amplitude modulation using a digital micromirror device. Geometric Wavelet Scattering Networks on Compact Riemannian Manifolds. Latent Suicide Risk Detection on Microblog via Suicide-Oriented Word Embeddings and Layered Attention. Outlier-Robust Spatia …