3D Pose Estimation

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 263

February 1, 2020

A Scalable Hybrid Research Paper Recommender System for Microsoft Academic. A Bi-directional Transformer for Musical Chord Recognition. Exploring Deep Anomaly Detection Methods Based on Capsule Net. Topic-Enhanced Memory Networks for Personalised Point-of-Interest Recommendation. More Efficient Policy Learning via Optimal Retargeting. INFER: INterm …

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 AWR 337

February 1, 2020

Neural Scene Decomposition for Multi-Person Motion Capture. A Functional Representation for Graph Matching. Relational Graph Attention Networks. Unsupervised Traffic Accident Detection in First-Person Videos. Detecting Lesion Bounding Ellipses With Gaussian Proposal Networks. SIXray : A Large-scale Security Inspection X-ray Benchmark for Prohibited …

Paper Group ANR 188

January 31, 2020

A linear method for camera pair self-calibration and multi-view reconstruction with geometrically verified correspondences. A Novel Unsupervised Post-Processing Calibration Method for DNNS with Robustness to Domain Shift. Evidential distance measure in complex belief function theory. Discovering Options for Exploration by Minimizing Cover Time. Agi …

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 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 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 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 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 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 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 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 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 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 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 977

January 28, 2020

Static Activation Function Normalization. Meta-Learning for Black-box Optimization. Graph Message Passing with Cross-location Attentions for Long-term ILI Prediction. Will this Course Increase or Decrease Your GPA? Towards Grade-aware Course Recommendation. Evolving Plasticity for Autonomous Learning under Changing Environmental Conditions. Dataflo …

Paper Group ANR 1125

January 27, 2020

Shape-Aware Human Pose and Shape Reconstruction Using Multi-View Images. On the notion of number in humans and machines. STM: SpatioTemporal and Motion Encoding for Action Recognition. A Novel Self-Intersection Penalty Term for Statistical Body Shape Models and Its Applications in 3D Pose Estimation. Keyword Spotting for Hearing Assistive Devices R …

Paper Group ANR 1184

January 27, 2020

Evaluating MAP-Elites on Constrained Optimization Problems. Efficient Semi-Supervised Learning for Natural Language Understanding by Optimizing Diversity. An Online Evolving Framework for Modeling the Safe Autonomous Vehicle Control System via Online Recognition of Latent Risks. Automated Rib Fracture Detection of Postmortem Computed Tomography Ima …

Paper Group ANR 1246

January 27, 2020

Improving the resolution of microscope by deconvolution after dense scan. Privacy-Preserving Classification of Personal Text Messages with Secure Multi-Party Computation: An Application to Hate-Speech Detection. Agent-Based Adaptive Level Generation for Dynamic Difficulty Adjustment in Angry Birds. Progressive Attention Memory Network for Movie Sto …

Paper Group ANR 1293

January 27, 2020

Animated Stickies: Fast Video Projection Mapping onto a Markerless Plane through a Direct Closed-Loop Alignment. SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks. BERT for Large-scale Video Segment Classification with Test-time Augmentation. Standing on the Shoulders of Giants: AI-driven Calibration of Localisation Technolo …

Paper Group ANR 1372

January 26, 2020

Training Data Independent Image Registration With GANs Using Transfer Learning And Segmentation Information. Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning. A Neural Network-Based On-device Learning Anomaly Detector for Edge Devices. Improved robustness of reinforcement learning policies upon conversion to spiking …

Paper Group ANR 1432

January 26, 2020

Recovering Faces from Portraits with Auxiliary Facial Attributes. Cost-Sensitive Feature Selection by Optimizing F-Measures. A Test for Shared Patterns in Cross-modal Brain Activation Analysis. Evolving Gaussian Process kernels from elementary mathematical expressions. Current Trends in the Use of Eye Tracking in Mathematics Education Research: A P …

Paper Group ANR 1610

January 26, 2020

GitHub Typo Corpus: A Large-Scale Multilingual Dataset of Misspellings and Grammatical Errors. Improving Grammatical Error Correction with Machine Translation Pairs. Abusive Language Detection in Online Conversations by Combining Content-and Graph-based Features. Improving Unsupervised Subword Modeling via Disentangled Speech Representation Learnin …

Paper Group ANR 1709

January 25, 2020

Performance Analysis and Characterization of Training Deep Learning Models on Mobile Devices. Streaming Quantiles Algorithms with Small Space and Update Time. Fast Record Linkage for Company Entities. Toward Fairness in AI for People with Disabilities: A Research Roadmap. Model-Based Reinforcement Learning for Atari. Revisiting the probabilistic me …

Paper Group ANR 1710

January 25, 2020

A Computer Vision Application for Assessing Facial Acne Severity from Selfie Images. Multi-task human analysis in still images: 2D/3D pose, depth map, and multi-part segmentation. Supervised Negative Binomial Classifier for Probabilistic Record Linkage. Validating Weak-form Market Efficiency in United States Stock Markets with Trend Deterministic P …