Pose Estimation

Paper Group ANR 111

Paper Group ANR 111

May 7, 2019

Daleel: Simplifying Cloud Instance Selection Using Machine Learning. SceneNet RGB-D: 5M Photorealistic Images of Synthetic Indoor Trajectories with Ground Truth. Mining the Web for Pharmacovigilance: the Case Study of Duloxetine and Venlafaxine. Variational Inference for On-line Anomaly Detection in High-Dimensional Time Series. Greedy bi-criteria …
Paper Group ANR 140

Paper Group ANR 140

May 7, 2019

Optimized Kernel Entropy Components. An extended MABAC for multi-attribute decision making using trapezoidal interval type-2 fuzzy numbers. Gaussian Attention Model and Its Application to Knowledge Base Embedding and Question Answering. Is a good offensive always the best defense?. Good Practice in CNN Feature Transfer. A Hierarchical Emotion Regul …
Paper Group ANR 144

Paper Group ANR 144

May 7, 2019

Robustness of Bayesian Pool-based Active Learning Against Prior Misspecification. Learning Shapes by Convex Composition. An Overview on Data Representation Learning: From Traditional Feature Learning to Recent Deep Learning. On-line Bayesian System Identification. A metric for sets of trajectories that is practical and mathematically consistent. No …
Paper Group ANR 145

Paper Group ANR 145

May 7, 2019

DESPOT: Online POMDP Planning with Regularization. Rough Set Based Color Channel Selection. A penalized likelihood method for classification with matrix-valued predictors. Are Face and Object Recognition Independent? A Neurocomputational Modeling Exploration. Collaborative prediction with expert advice. Quantifier Scope in Categorical Compositional …
Paper Group ANR 146

Paper Group ANR 146

May 7, 2019

A strengthening of rational closure in DLs: reasoning about multiple aspects. Generative Adversarial Nets from a Density Ratio Estimation Perspective. Parametric Exponential Linear Unit for Deep Convolutional Neural Networks. Deeply Aggregated Alternating Minimization for Image Restoration. Pose from Action: Unsupervised Learning of Pose Features b …
Paper Group ANR 147

Paper Group ANR 147

May 7, 2019

Summarizing Situational and Topical Information During Crises. Cost-sensitive Learning for Utility Optimization in Online Advertising Auctions. Finding Optimal Combination of Kernels using Genetic Programming. Learning in an Uncertain World: Representing Ambiguity Through Multiple Hypotheses. Introducing a Calculus of Effects and Handlers for Natur …
Paper Group ANR 151

Paper Group ANR 151

May 7, 2019

Latest Datasets and Technologies Presented in the Workshop on Grasping and Manipulation Datasets. Partial Recovery Bounds for the Sparse Stochastic Block Model. Image segmentation of cross-country scenes captured in IR spectrum. Which techniques does your application use?: An information extraction framework for scientific articles. Noisy Activatio …
Paper Group ANR 154

Paper Group ANR 154

May 7, 2019

Evidential Label Propagation Algorithm for Graphs. SHAPE: Linear-Time Camera Pose Estimation With Quadratic Error-Decay. Probabilistic graphical model based approach for water mapping using GaoFen-2 (GF-2) high resolution imagery and Landsat 8 time series. Towards Semantic Integration of Heterogeneous Sensor Data with Indigenous Knowledge for Droug …
Paper Group ANR 18

Paper Group ANR 18

May 7, 2019

From Facial Expression Recognition to Interpersonal Relation Prediction. Node-By-Node Greedy Deep Learning for Interpretable Features. SenTion: A framework for Sensing Facial Expressions. An end-to-end convolutional selective autoencoder approach to Soybean Cyst Nematode eggs detection. Cardiac Motion Analysis by Temporal Flow Graphs. Facial Expres …
Paper Group ANR 19

Paper Group ANR 19

May 7, 2019

Design Mining Microbial Fuel Cell Cascades. Why Artificial Intelligence Needs a Task Theory — And What It Might Look Like. Minimax-optimal semi-supervised regression on unknown manifolds. Generating Chinese Classical Poems with RNN Encoder-Decoder. Higher Order Mutual Information Approximation for Feature Selection. Automatic Environmental Sound …
Paper Group ANR 2

Paper Group ANR 2

May 7, 2019

Why and When Can Deep – but Not Shallow – Networks Avoid the Curse of Dimensionality: a Review. Voice Conversion using Convolutional Neural Networks. Joint Alignment of Multiple Point Sets with Batch and Incremental Expectation-Maximization. Computational Tradeoffs in Biological Neural Networks: Self-Stabilizing Winner-Take-All Networks. Extendin …
Paper Group ANR 3

Paper Group ANR 3

May 7, 2019

Fast and Efficient Asynchronous Neural Computation with Adapting Spiking Neural Networks. Stream Reasoning-Based Control of Caching Strategies in CCN Routers. First Efficient Convergence for Streaming k-PCA: a Global, Gap-Free, and Near-Optimal Rate. Federated Learning: Strategies for Improving Communication Efficiency. Online Multi-Target Tracking …
Paper Group ANR 30

Paper Group ANR 30

May 7, 2019

Deep Architectures for Face Attributes. The Great Time Series Classification Bake Off: An Experimental Evaluation of Recently Proposed Algorithms. Extended Version. Co-Occurrence Patterns in the Voynich Manuscript. Divide and Conquer Local Average Regression. Using inspiration from synaptic plasticity rules to optimize traffic flow in distributed e …
Paper Group ANR 36

Paper Group ANR 36

May 7, 2019

Stacked Approximated Regression Machine: A Simple Deep Learning Approach. 4D Crop Monitoring: Spatio-Temporal Reconstruction for Agriculture. Online Contrastive Divergence with Generative Replay: Experience Replay without Storing Data. Combining Texture and Shape Cues for Object Recognition With Minimal Supervision. Multipartite Ranking-Selection o …
Paper Group ANR 41

Paper Group ANR 41

May 7, 2019

Color-based Segmentation of Sky/Cloud Images From Ground-based Cameras. Approximate cross-validation formula for Bayesian linear regression. An Integrated Classification Model for Financial Data Mining. Simpler Context-Dependent Logical Forms via Model Projections. On Avoidance Learning with Partial Observability. Rectified Gaussian Scale Mixtures …
Paper Group ANR 45

Paper Group ANR 45

May 7, 2019

Sequence to sequence learning for unconstrained scene text recognition. Am I a Baller? Basketball Performance Assessment from First-Person Videos. Proceedings of NIPS 2016 Workshop on Interpretable Machine Learning for Complex Systems. Learning Compact Recurrent Neural Networks. Centrog Feature technique for vehicle type recognition at day and nigh …
Paper Group ANR 62

Paper Group ANR 62

May 7, 2019

DLAU: A Scalable Deep Learning Accelerator Unit on FPGA. Dissecting a Social Botnet: Growth, Content and Influence in Twitter. Facial Surface Analysis using Iso-Geodesic Curves in Three Dimensional Face Recognition System. Memory Efficient Multi-Scale Line Detector Architecture for Retinal Blood Vessel Segmentation. A Hierarchical Pose-Based Approa …
Paper Group ANR 66

Paper Group ANR 66

May 7, 2019

Scalable Adaptive Stochastic Optimization Using Random Projections. A-expansion for multiple “hedgehog” shapes. Compression and the origins of Zipf’s law for word frequencies. Sub-Linear Privacy-Preserving Near-Neighbor Search. DR-ABC: Approximate Bayesian Computation with Kernel-Based Distribution Regression. Image Credibility Analysis with Effect …
Paper Group ANR 77

Paper Group ANR 77

May 7, 2019

Automatic Generation of Grounded Visual Questions. Dynamic Pricing in High-dimensions. Variational limits of k-NN graph based functionals on data clouds. Network Inference by Learned Node-Specific Degree Prior. An FFT-based Synchronization Approach to Recognize Human Behaviors using STN-LFP Signal. Variable projection for nonsmooth models. Siamese …
Paper Group ANR 78

Paper Group ANR 78

May 7, 2019

Deep Supervision with Shape Concepts for Occlusion-Aware 3D Object Parsing. Efficient Nonparametric Smoothness Estimation. Autoencoder-based holographic image restoration. Unsupervised Nonlinear Spectral Unmixing based on a Multilinear Mixing Model. Going Deeper into Action Recognition: A Survey. Efficient Segmental Cascades for Speech Recognition. …
Paper Group ANR 79

Paper Group ANR 79

May 7, 2019

DNN-based Speech Synthesis for Indian Languages from ASCII text. Combining Recurrent and Convolutional Neural Networks for Relation Classification. Bit-pragmatic Deep Neural Network Computing. Embedding Words and Senses Together via Joint Knowledge-Enhanced Training. Evaluation of Deep Learning based Pose Estimation for Sign Language Recognition. E …
Paper Group ANR 8

Paper Group ANR 8

May 7, 2019

MARLow: A Joint Multiplanar Autoregressive and Low-Rank Approach for Image Completion. ShapeFit and ShapeKick for Robust, Scalable Structure from Motion. Panoptic Studio: A Massively Multiview System for Social Interaction Capture. Stack-propagation: Improved Representation Learning for Syntax. A Reinforcement Learning System to Encourage Physical …
Paper Group ANR 91

Paper Group ANR 91

May 7, 2019

A Video-Based Method for Objectively Rating Ataxia. An optimal learning method for developing personalized treatment regimes. Topology and Geometry of Half-Rectified Network Optimization. Information Dropout: Learning Optimal Representations Through Noisy Computation. Watch-n-Patch: Unsupervised Learning of Actions and Relations. Revise Saturated A …
Paper Group ANR 97

Paper Group ANR 97

May 7, 2019

Understanding Image and Text Simultaneously: a Dual Vision-Language Machine Comprehension Task. Low Rank Approximation with Entrywise $\ell_1$-Norm Error. Semantic-Aware Depth Super-Resolution in Outdoor Scenes. LCrowdV: Generating Labeled Videos for Simulation-based Crowd Behavior Learning. Hierarchical Gaussian Mixture Model with Objects Attached …
Paper Group AWR 12

Paper Group AWR 12

May 7, 2019

Multi-Person Pose Estimation with Local Joint-to-Person Associations. Whitening-Free Least-Squares Non-Gaussian Component Analysis. Training Deep Networks for Facial Expression Recognition with Crowd-Sourced Label Distribution. Equality of Opportunity in Supervised Learning. vDNN: Virtualized Deep Neural Networks for Scalable, Memory-Efficient Neur …
Paper Group AWR 2

Paper Group AWR 2

May 7, 2019

Squared Earth Mover’s Distance-based Loss for Training Deep Neural Networks. LIFT: Learned Invariant Feature Transform. Wide & Deep Learning for Recommender Systems. Face Detection with End-to-End Integration of a ConvNet and a 3D Model. Evaluation of a Tree-based Pipeline Optimization Tool for Automating Data Science. Improving the Neural Algorith …
Paper Group AWR 21

Paper Group AWR 21

May 7, 2019

Strategyproof Peer Selection using Randomization, Partitioning, and Apportionment. Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning. Adversarial Machine Learning at Scale. Understanding How Image Quality Affects Deep Neural Networks. LightNet: A Versatile, Standalone Matlab-based Environment for Deep Learning. Detec …
Paper Group AWR 25

Paper Group AWR 25

May 7, 2019

Tensor Switching Networks. Learning Representations for Automatic Colorization. Robust and Low-Rank Representation for Fast Face Identification with Occlusions. SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient. Boosting Joint Models for Longitudinal and Time-to-Event Data. Interpreting Neural Networks to Improve Politeness Comprehe …