Face Recognition

Paper Group ANR 1421

January 26, 2020

Generative Models For Deep Learning with Very Scarce Data. Towards Design Methodology of Efficient Fast Algorithms for Accelerating Generative Adversarial Networks on FPGAs. AdapNet: Adaptability Decomposing Encoder-Decoder Network for Weakly Supervised Action Recognition and Localization. Straggler-Agnostic and Communication-Efficient Distributed …

Paper Group ANR 1426

January 26, 2020

POSEAMM: A Unified Framework for Solving Pose Problems using an Alternating Minimization Method. Optimality and Approximation with Policy Gradient Methods in Markov Decision Processes. Entropic Risk Measure in Policy Search. InfoRL: Interpretable Reinforcement Learning using Information Maximization. Tensor Sparse PCA and Face Recognition: A Novel …

Paper Group ANR 1436

January 26, 2020

Simple Question Answering with Subgraph Ranking and Joint-Scoring. ColorFool: Semantic Adversarial Colorization. Statistical bounds for entropic optimal transport: sample complexity and the central limit theorem. GBCNs: Genetic Binary Convolutional Networks for Enhancing the Performance of 1-bit DCNNs. Identifying Model Weakness with Adversarial Ex …

Paper Group ANR 1444

January 26, 2020

Low-Cost Transfer Learning of Face Tasks. Checking Chase Termination over Ontologies of Existential Rules with Equality. Distilling the Knowledge of BERT for Text Generation. Human-Like Autonomous Car-Following Model with Deep Reinforcement Learning. Value of structural health monitoring quantification in partially observable stochastic environment …

Paper Group ANR 1452

January 26, 2020

SVAG: Unified Convergence Results for SAG-SAGA Interpolation with Stochastic Variance Adjusted Gradient Descent. Sparse multiresolution representations with adaptive kernels. Simultaneous regression and feature learning for facial landmarking. FoxNet: A Multi-face Alignment Method. Joint Face Detection and Facial Motion Retargeting for Multiple Fac …

Paper Group ANR 1457

January 26, 2020

Probabilistic Super-Resolution of Solar Magnetograms: Generating Many Explanations and Measuring Uncertainties. Perceptual Quality-preserving Black-Box Attack against Deep Learning Image Classifiers. Facial Expression Restoration Based on Improved Graph Convolutional Networks. Tutorial: Safe and Reliable Machine Learning. Multimodal Image Super-res …

Paper Group ANR 1470

January 26, 2020

Fully Bayesian Recurrent Neural Networks for Safe Reinforcement Learning. Deep Learning for Estimating Synaptic Health of Primary Neuronal Cell Culture. Imitating Targets from all sides: An Unsupervised Transfer Learning method for Person Re-identification. Bayesian Learning of Sum-Product Networks. Heuristic Dynamic Programming for Adaptive Virtua …

Paper Group ANR 1471

January 26, 2020

Replicated Vector Approximate Message Passing For Resampling Problem. Efficient Fair Principal Component Analysis. Context-aware Human Motion Prediction. The Incomplete Rosetta Stone Problem: Identifiability Results for Multi-View Nonlinear ICA. Online Music Listening Culture of Kids and Adolescents: Listening Analysis and Music Recommendation Tail …

Paper Group ANR 1477

January 26, 2020

Linear Bandits with Feature Feedback. Efficient Automatic Meta Optimization Search for Few-Shot Learning. Predicting Patent Citations to measure Economic Impact of Scholarly Research. TrendNets: Mapping Emerging Research Trends From Dynamic Co-Word Networks via Sparse Representation. Adaptive Reduced Rank Regression. NeuroMask: Explaining Predictio …

Paper Group ANR 1478

January 26, 2020

Improving Map Re-localization with Deep ‘Movable’ Objects Segmentation on 3D LiDAR Point Clouds. Dual Learning-based Video Coding with Inception Dense Blocks. DeepcomplexMRI: Exploiting deep residual network for fast parallel MR imaging with complex convolution. Recognizing Facial Expressions of Occluded Faces using Convolutional Neural Networks. C …

Paper Group ANR 1481

January 26, 2020

Deep Short Text Classification with Knowledge Powered Attention. Optimal Decision Trees for the Algorithm Selection Problem: Integer Programming Based Approaches. Making Learners (More) Monotone. Non-autoregressive Transformer by Position Learning. Zero-Shot Paraphrase Generation with Multilingual Language Models. 3D Cardiac Shape Prediction with D …

Paper Group ANR 1482

January 26, 2020

A CNN toolbox for skin cancer classification. Endotracheal Tube Detection and Segmentation in Chest Radiographs using Synthetic Data. Spectral Characterization of functional MRI data on voxel-resolution cortical graphs. Control-Tutored Reinforcement Learning: an application to the Herding Problem. Neural Check-Worthiness Ranking with Weak Supervisi …

Paper Group ANR 1489

January 26, 2020

On the statistical evaluation of algorithmic’s computational experimentation with infeasible solutions. Orthogonal Nonnegative Tucker Decomposition. Revisiting the Approximate Carathéodory Problem via the Frank-Wolfe Algorithm. Deep neural networks can predict mortality from 12-lead electrocardiogram voltage data. Prediction Modeling and Analysis f …

Paper Group ANR 1492

January 26, 2020

Multi-Scale Convolutions for Learning Context Aware Feature Representations. The Zero Resource Speech Challenge 2019: TTS without T. Distributionally Robust Language Modeling. Interpretable Automated Machine Learning in Maana(TM) Knowledge Platform. Cross-Domain Adaptation for Animal Pose Estimation. A Summarization System for Scientific Documents. …

Paper Group ANR 1494

January 26, 2020

A Neural-based Program Decompiler. The Curious Case of Machine Learning In Malware Detection. Compositional Hierarchical Tensor Factorization: Representing Hierarchical Intrinsic and Extrinsic Causal Factors. FrameRank: A Text Processing Approach to Video Summarization. EV-IMO: Motion Segmentation Dataset and Learning Pipeline for Event Cameras. Di …

Paper Group ANR 1496

January 26, 2020

Paper Group ANR 1498

January 26, 2020

Multiple Learning for Regression in big data. Bayes Optimal Early Stopping Policies for Black-Box Optimization. Newswire versus Social Media for Disaster Response and Recovery. Learning to Relate from Captions and Bounding Boxes. Countering Language Drift via Visual Grounding. Occluded Face Recognition Using Low-rank Regression with Generalized Gra …

Paper Group ANR 1502

January 26, 2020

Unsupervised Learning and Exploration of Reachable Outcome Space. Data Science through the looking glass and what we found there. Weakly-Supervised Concept-based Adversarial Learning for Cross-lingual Word Embeddings. Implicit Regularization of Discrete Gradient Dynamics in Linear Neural Networks. Native Banach spaces for splines and variational in …

Paper Group ANR 1503

January 26, 2020

Deep Learning For Face Recognition: A Critical Analysis. Discriminative Robust Deep Dictionary Learning for Hyperspectral Image Classification. The Seventh Answer Set Programming Competition: Design and Results. Row-Sparse Discriminative Deep Dictionary Learning for Hyperspectral Image Classification. Graph Convolutional Networks: analysis, improve …

Paper Group ANR 1508

January 26, 2020

Kernel Density Estimation Bias under Minimal Assumptions. Empirical Analysis of Session-Based Recommendation Algorithms. Two-Stage Session-based Recommendations with Candidate Rank Embeddings. Augmentation Scheme for Dealing with Imbalanced Network Traffic Classification Using Deep Learning. The many faces of deep learning. CUPCF: Combining Users P …

Paper Group ANR 1514

January 26, 2020

Unsupervised Neural Sensor Models for Synthetic LiDAR Data Augmentation. Differentiable Game Mechanics. The emotions that we perceive in music: the influence of language and lyrics comprehension on agreement. Local Embeddings for Relational Data Integration. Face morphing detection in the presence of printing/scanning and heterogeneous image source …

Paper Group ANR 1518

January 26, 2020

Advanced Variations of Two-Dimensional Principal Component Analysis for Face Recognition. Penalized-likelihood PET Image Reconstruction Using 3D Structural Convolutional Sparse Coding. A Hierarchical Location Prediction Neural Network for Twitter User Geolocation. Thoth: Improved Rapid Serial Visual Presentation using Natural Language Processing. S …

Paper Group ANR 1542

January 26, 2020

Joint Learning of Brain Lesion and Anatomy Segmentation from Heterogeneous Datasets. Self-Attention with Structural Position Representations. Inspecting and Interacting with Meaningful Music Representations using VAE. Gextext: Disease Network Extraction from Biomedical Literature. On the Convergence of Memory-Based Distributed SGD. An Extensible In …

Paper Group ANR 1543

January 26, 2020

Collaborative representation-based robust face recognition by discriminative low-rank representation. OCC: A Smart Reply System for Efficient In-App Communications. Cramnet: Layer-wise Deep Neural Network Compression with Knowledge Transfer from a Teacher Network. Multimodal Uncertainty Reduction for Intention Recognition in Human-Robot Interaction …

Paper Group ANR 1544

January 26, 2020

Citizens’ Emotion on GST: A Spatio-Temporal Analysis over Twitter Data. Diagnosing Reinforcement Learning for Traffic Signal Control. A Bayesian Approach for Accurate Classification-Based Aggregates. OutdoorSent: Sentiment Analysis of Urban Outdoor Images by Using Semantic and Deep Features. Identity-Aware Deep Face Hallucination via Adversarial Fa …

Paper Group ANR 1545

January 26, 2020

PyramidBox++: High Performance Detector for Finding Tiny Face. Random Matrix Improved Covariance Estimation for a Large Class of Metrics. Further results on structured regression for multi-scale networks. Data Efficient Reinforcement Learning for Legged Robots. Implicit Recursive Characteristics of STOP. Machine Learning based English Sentiment Ana …

Paper Group ANR 1607

January 26, 2020

ACE-Net: Biomedical Image Segmentation with Augmented Contracting and Expansive Paths. Deep Hashing for Signed Social Network Embedding. Orchestrating Development Lifecycle of Machine Learning Based IoT Applications: A Survey. Go Wider: An Efficient Neural Network for Point Cloud Analysis via Group Convolutions. Inference of a mesoscopic population …

Paper Group ANR 1623

January 25, 2020

Sequential Adaptive Design for Jump Regression Estimation. Private Two-Party Cluster Analysis Made Formal & Scalable. All you need is a good representation: A multi-level and classifier-centric representation for few-shot learning. Generating Geological Facies Models with Fidelity to Diversity and Statistics of Training Images using Improved Genera …