Face Recognition

Paper Group ANR 331

October 19, 2019

AVRA: Automatic Visual Ratings of Atrophy from MRI images using Recurrent Convolutional Neural Networks. Cortical-inspired image reconstruction via sub-Riemannian geometry and hypoelliptic diffusion. A Novel ECOC Algorithm with Centroid Distance Based Soft Coding Scheme. Multi-View Network Embedding Via Graph Factorization Clustering and Co-Regular …

Paper Group ANR 332

October 19, 2019

A Gated Peripheral-Foveal Convolutional Neural Network for Unified Image Aesthetic Prediction. Clipping free attacks against artificial neural networks. Recurrent Neural Network Attention Mechanisms for Interpretable System Log Anomaly Detection. Adaptive Monte-Carlo Optimization. Cardiopulmonary resuscitation quality parameters from motion capture …

Paper Group ANR 342

October 19, 2019

Iterate averaging as regularization for stochastic gradient descent. Interest Point Detection based on Adaptive Ternary Coding. Hole Filling with Multiple Reference Views in DIBR View Synthesis. On the Implicit Bias of Dropout. An Investigation of Environmental Influence on the Benefits of Adaptation Mechanisms in Evolutionary Swarm Robotics. Sound …

Paper Group ANR 346

October 19, 2019

Totally Looks Like - How Humans Compare, Compared to Machines. Stein Variational Gradient Descent Without Gradient. On sampling from a log-concave density using kinetic Langevin diffusions. Language Modeling Teaches You More Syntax than Translation Does: Lessons Learned Through Auxiliary Task Analysis. Text Classification using Capsules. Connecting …

Paper Group ANR 347

October 19, 2019

Integrating Algorithmic Planning and Deep Learning for Partially Observable Navigation. FaceShop: Deep Sketch-based Face Image Editing. Combining Axiom Injection and Knowledge Base Completion for Efficient Natural Language Inference. Auto-tuning TensorFlow Threading Model for CPU Backend. L1-(2D)2PCANet: A Deep Learning Network for Face Recognition …

Paper Group ANR 359

October 19, 2019

Machine Learning Suites for Online Toxicity Detection. Asynchronous Convolutional Networks for Object Detection in Neuromorphic Cameras. A Cost-Effective Framework for Preference Elicitation and Aggregation. Effective Parallel Corpus Mining using Bilingual Sentence Embeddings. Adversarial Sampling and Training for Semi-Supervised Information Retrie …

Paper Group ANR 369

October 19, 2019

Fusion Subspace Clustering: Full and Incomplete Data. Mixture Matrix Completion. Face Recognition: From Traditional to Deep Learning Methods. Node Representation Learning for Directed Graphs. Analyzing Hypersensitive AI: Instability in Corporate-Scale Machine Learning. A Unified Framework for Sparse Relaxed Regularized Regression: SR3. Parallel Att …

Paper Group ANR 372

October 19, 2019

Discovering General-Purpose Active Learning Strategies. Assessing fish abundance from underwater video using deep neural networks. Biologically-plausible learning algorithms can scale to large datasets. Automatic Chord Recognition with Higher-Order Harmonic Language Modelling. Cross-domain Human Parsing via Adversarial Feature and Label Adaptation. …

Paper Group ANR 374

October 19, 2019

Learning the Multiple Traveling Salesmen Problem with Permutation Invariant Pooling Networks. Towards Theoretical Understanding of Large Batch Training in Stochastic Gradient Descent. Linearized Binary Regression. The Singular Values of Convolutional Layers. Energy-Efficient CMOS Memristive Synapses for Mixed-Signal Neuromorphic System-on-a-Chip. T …

Paper Group ANR 381

October 19, 2019

Convolutional Geometric Matrix Completion. Parameter Transfer Unit for Deep Neural Networks. Random perturbation and matrix sparsification and completion. Static and Dynamic Robust PCA and Matrix Completion: A Review. Smoothed analysis for low-rank solutions to semidefinite programs in quadratic penalty form. Sliding Bidirectional Recurrent Neural …

Paper Group ANR 385

October 19, 2019

Capture Dense: Markerless Motion Capture Meets Dense Pose Estimation. Convex Relaxations of Convolutional Neural Nets. Pixel-Level Alignment of Facial Images for High Accuracy Recognition Using Ensemble of Patches. Walking on Thin Air: Environment-Free Physics-based Markerless Motion Capture. Inventory Balancing with Online Learning. Exploring the …

Paper Group ANR 403

October 19, 2019

Solving Tree Problems with Category Theory. Expectation Propagation for Approximate Inference: Free Probability Framework. Effective Parallelisation for Machine Learning. A Spoofing Benchmark for the 2018 Voice Conversion Challenge: Leveraging from Spoofing Countermeasures for Speech Artifact Assessment. Multimodal Deep Domain Adaptation. On an Imm …

Paper Group ANR 408

October 19, 2019

Text to Image Synthesis Using Generative Adversarial Networks. L2-Nonexpansive Neural Networks. Physics Guided Recurrent Neural Networks For Modeling Dynamical Systems: Application to Monitoring Water Temperature And Quality In Lakes. Treating Keywords as Outliers: A Keyphrase Extraction Approach. Gradient Descent Provably Optimizes Over-parameteri …

Paper Group ANR 437

October 18, 2019

EmotionX-DLC: Self-Attentive BiLSTM for Detecting Sequential Emotions in Dialogue. Pull Message Passing for Nonparametric Belief Propagation. Optimal Bayesian Transfer Learning. Contextual Face Recognition with a Nested-Hierarchical Nonparametric Identity Model. Cellular-Connected UAVs over 5G: Deep Reinforcement Learning for Interference Managemen …

Paper Group ANR 456

October 18, 2019

Temporal Information Extraction by Predicting Relative Time-lines. How Many Pairwise Preferences Do We Need to Rank A Graph Consistently?. Interactive in-base street model edit: how common GIS software and a database can serve as a custom Graphical User Interface. FA-RPN: Floating Region Proposals for Face Detection. Sensitivity and Generalization …

Paper Group ANR 490

October 18, 2019

Realtime Time Synchronized Event-based Stereo. A Joint Sequence Fusion Model for Video Question Answering and Retrieval. Attention to Head Locations for Crowd Counting. Inception-Residual Block based Neural Network for Thermal Image Denoising. On the Complexity of the Weighted Fused Lasso. How Developers Iterate on Machine Learning Workflows – A S …

Paper Group ANR 493

October 18, 2019

Diversity-Driven Exploration Strategy for Deep Reinforcement Learning. Variance Reduction for Reinforcement Learning in Input-Driven Environments. Pragmatic approach to structured data querying via natural language interface. End-to-end depth from motion with stabilized monocular videos. The Effects of Super-Resolution on Object Detection Performan …

Paper Group ANR 503

October 18, 2019

Image Labeling with Markov Random Fields and Conditional Random Fields. Provably Robust Learning-Based Approach for High-Accuracy Tracking Control of Lagrangian Systems. Latent Molecular Optimization for Targeted Therapeutic Design. Altered Fingerprints: Detection and Localization. Learning Semantic Segmentation from Synthetic Data: A Geometrically …

Paper Group ANR 513

October 18, 2019

Femural Head Autosegmentation for 3D Radiotherapy Planning: Preliminary Results. MedTQ: Dynamic Topic Discovery and Query Generation for Medical Ontologies. Accurate and Efficient Similarity Search for Large Scale Face Recognition. Unsupervised 3D Shape Learning from Image Collections in the Wild. Attacks on State-of-the-Art Face Recognition using …

Paper Group ANR 517

October 18, 2019

2D Reconstruction of Small Intestine’s Interior Wall. Human Motion Modeling using DVGANs. Monotonic classification: an overview on algorithms, performance measures and data sets. Discovering heterogeneous subpopulations for fine-grained analysis of opioid use and opioid use disorders. Effective Learning of Probabilistic Models for Clinical Predicti …

Paper Group ANR 526

October 18, 2019

Autoencoder Based Sample Selection for Self-Taught Learning. Chinese Poetry Generation with Flexible Styles. IamNN: Iterative and Adaptive Mobile Neural Network for Efficient Image Classification. Lexico-acoustic Neural-based Models for Dialog Act Classification. RiFCN: Recurrent Network in Fully Convolutional Network for Semantic Segmentation of H …

Paper Group ANR 538

October 18, 2019

SARN: Relational Reasoning through Sequential Attention. Learning Local Metrics and Influential Regions for Classification. Spatiotemporal CNNs for Pornography Detection in Videos. Fighting Offensive Language on Social Media with Unsupervised Text Style Transfer. Equivalent Lipschitz surrogates for zero-norm and rank optimization problems. Designin …

Paper Group ANR 556

October 18, 2019

Estimating Phenotypic Traits From UAV Based RGB Imagery. A Double-Deep Spatio-Angular Learning Framework for Light Field based Face Recognition. DeepFirearm: Learning Discriminative Feature Representation for Fine-grained Firearm Retrieval. Artificial Neural Networks in Fluid Dynamics: A Novel Approach to the Navier-Stokes Equations. End-to-End Mul …

Paper Group ANR 566

October 18, 2019

Graph Neural Networks for Learning Robot Team Coordination. Privacy-preserving Machine Learning through Data Obfuscation. Sample Efficient Stochastic Gradient Iterative Hard Thresholding Method for Stochastic Sparse Linear Regression with Limited Attribute Observation. Dynamic and Static Topic Model for Analyzing Time-Series Document Collections. D …

Paper Group ANR 568

October 18, 2019

Fairness Without Demographics in Repeated Loss Minimization. Joint Ground and Aerial Package Delivery Services: A Stochastic Optimization Approach. Sturm: Sparse Tubal-Regularized Multilinear Regression for fMRI. LeukoNet: DCT-based CNN architecture for the classification of normal versus Leukemic blasts in B-ALL Cancer. Two-stage iterative Procrus …

Paper Group ANR 573

October 18, 2019

Parallelized Interactive Machine Learning on Autonomous Vehicles. Multi-hop Inference for Sentence-level TextGraphs: How Challenging is Meaningfully Combining Information for Science Question Answering?. Smooth Structured Prediction Using Quantum and Classical Gibbs Samplers. Nonconvex Matrix Factorization from Rank-One Measurements. Physics-inform …

Paper Group ANR 580

October 18, 2019

Can Synthetic Faces Undo the Damage of Dataset Bias to Face Recognition and Facial Landmark Detection?. Adversarially Robust Training through Structured Gradient Regularization. Simplicity Creates Inequity: Implications for Fairness, Stereotypes, and Interpretability. Approximate Leave-One-Out for Fast Parameter Tuning in High Dimensions. A multipl …

Paper Group ANR 585

October 18, 2019

Learning Memory Access Patterns. End-to-end Deep Learning from Raw Sensor Data: Atrial Fibrillation Detection using Wearables. Complex Fully Convolutional Neural Networks for MR Image Reconstruction. Geo-Text Data and Data-Driven Geospatial Semantics. On the Convergence of Adaptive Gradient Methods for Nonconvex Optimization. The Toybox Dataset of …