Face Recognition

Paper Group ANR 301

January 30, 2020

RadiX-Net: Structured Sparse Matrices for Deep Neural Networks. Temporal and Aspectual Entailment. Projectron – A Shallow and Interpretable Network for Classifying Medical Images. Justification-Based Reliability in Machine Learning. Improving Limited Angle CT Reconstruction with a Robust GAN Prior. Literature Review: Human Segmentation with Static …

Paper Group ANR 304

January 30, 2020

Geodesic Learning via Unsupervised Decision Forests. Fine-grained Qualitative Spatial Reasoning about Point Positions. Synthetic Defocus and Look-Ahead Autofocus for Casual Videography. ANTIQUE: A Non-Factoid Question Answering Benchmark. Feature-driven Improvement of Renewable Energy Forecasting and Trading. Robust Opponent Modeling via Adversaria …

Paper Group ANR 305

January 30, 2020

Multimodal Subspace Support Vector Data Description. RAD: On-line Anomaly Detection for Highly Unreliable Data. TSRNet: Scalable 3D Surface Reconstruction Network for Point Clouds using Tangent Convolution. PZnet: Efficient 3D ConvNet Inference on Manycore CPUs. Theory of Minds: Understanding Behavior in Groups Through Inverse Planning. Free-riders …

Paper Group ANR 310

January 30, 2020

A review on ranking problems in statistical learning. Cognitive Analysis of 360 degree Surround Photos. Cooperative Training of Fast Thinking Initializer and Slow Thinking Solver for Multi-Modal Conditional Learning. Visual interpretation of the robustness of Non-Negative Associative Gradient Projection Points over function minimizers in mini-batch …

Paper Group ANR 316

January 30, 2020

Thwarting finite difference adversarial attacks with output randomization. Real-time Video Summarization on Commodity Hardware. Assume, Augment and Learn: Unsupervised Few-Shot Meta-Learning via Random Labels and Data Augmentation. An Abstraction Model for Semantic Segmentation Algorithms. PProCRC: Probabilistic Collaboration of Image Patches. Comp …

Paper Group ANR 360

January 30, 2020

On Learning Disentangled Representations for Gait Recognition. Overcoming Long-term Catastrophic Forgetting through Adversarial Neural Pruning and Synaptic Consolidation. A Graph-Based Machine Learning Approach for Bot Detection. When Collaborative Filtering Meets Reinforcement Learning. Inferring Dynamic Representations of Facial Actions from a St …

Paper Group ANR 387

January 30, 2020

Meta-Learning surrogate models for sequential decision making. Open Source Face Recognition Performance Evaluation Package. Deep Meta Functionals for Shape Representation. Preselection Bandits under the Plackett-Luce Model. Automata Learning: An Algebraic Approach. Narrowing Down XML Template Expansion and Schema Validation. Resource-aware Elastic …

Paper Group ANR 399

January 30, 2020

Riposte! A Large Corpus of Counter-Arguments. Modeling Acoustic-Prosodic Cues for Word Importance Prediction in Spoken Dialogues. Perceptual Attention-based Predictive Control. Online Non-Convex Learning: Following the Perturbed Leader is Optimal. An Effective Two-Branch Model-Based Deep Network for Single Image Deraining. Hamiltonian Monte-Carlo f …

Paper Group ANR 408

January 30, 2020

Deep Learning Reveals Underlying Physics of Light-matter Interactions in Nanophotonic Devices. Continual Prediction from EHR Data for Inpatient Acute Kidney Injury. Datalog Reasoning over Compressed RDF Knowledge Bases. Synthesizing facial photometries and corresponding geometries using generative adversarial networks. Barnes-Hut Approximation for …

Paper Group ANR 418

January 30, 2020

MemNet: Memory-Efficiency Guided Neural Architecture Search with Augment-Trim learning. Skeleton-based Gait Index Estimation with LSTMs. Image quality assessment for determining efficacy and limitations of Super-Resolution Convolutional Neural Network (SRCNN). Differentially Private Model Publishing for Deep Learning. Schrödinger Bridge Samplers. L …

Paper Group ANR 429

January 30, 2020

Multi-level conformal clustering: A distribution-free technique for clustering and anomaly detection. Enabling Computer Vision Driven Assistive Devices for the Visually Impaired via Micro-architecture Design Exploration. An AI-based, Multi-stage detection system of banking botnets. Federated Learning with Bayesian Differential Privacy. A Novel Adap …

Paper Group ANR 447

January 30, 2020

Band-limited Training and Inference for Convolutional Neural Networks. Learning Probably Approximately Correct Maximin Strategies in Simulation-Based Games with Infinite Strategy Spaces. Active Scene Understanding via Online Semantic Reconstruction. Towards Omni-Supervised Face Alignment for Large Scale Unlabeled Videos. BARISTA: Efficient and Scal …

Paper Group ANR 482

January 29, 2020

Multivariate, Multistep Forecasting, Reconstruction and Feature Selection of Ocean Waves via Recurrent and Sequence-to-Sequence Networks. Metric Classification Network in Actual Face Recognition Scene. Unknown Identity Rejection Loss: Utilizing Unlabeled Data for Face Recognition. On Multi-Cause Causal Inference with Unobserved Confounding: Counter …

Paper Group ANR 486

January 29, 2020

Deep Kinship Verification via Appearance-shape Joint Prediction and Adaptation-based Approach. Lost in Interpretation: Predicting Untranslated Terminology in Simultaneous Interpretation. A Hybrid Deep Learning Architecture for Leukemic B-lymphoblast Classification. A Concert-planning Tool for Independent Musicians by Machine Learning Models. ICSTra …

Paper Group ANR 503

January 29, 2020

Jaccard Filtration and Stable Paths in the Mapper. Variable Selection with Rigorous Uncertainty Quantification using Deep Bayesian Neural Networks: Posterior Concentration and Bernstein-von Mises Phenomenon. Optical machine learning with incoherent light and a single-pixel detector. Monocular Depth Estimation with Directional Consistency by Deep Ne …

Paper Group ANR 508

January 29, 2020

Committee Selection with Attribute Level Preferences. Self-Attentive Adversarial Stain Normalization. Modulating Surrogates for Bayesian Optimization. Universal Dependency Parsing from Scratch. Towards Learning Structure via Consensus for Face Segmentation and Parsing. DeepSpline: Data-Driven Reconstruction of Parametric Curves and Surfaces. Deep L …

Paper Group ANR 521

January 29, 2020

Self-attention based end-to-end Hindi-English Neural Machine Translation. A Hybrid Evolutionary Algorithm Framework for Optimising Power Take Off and Placements of Wave Energy Converters. Brain-inspired reverse adversarial examples. Investigating Multilingual NMT Representations at Scale. COLTRANE: ConvolutiOnaL TRAjectory NEtwork for Deep Map Infe …

Paper Group ANR 538

January 29, 2020

Quantum Speedup in Adaptive Boosting of Binary Classification. Dying ReLU and Initialization: Theory and Numerical Examples. Graph Embedding VAE: A Permutation Invariant Model of Graph Structure. Learning event representations in image sequences by dynamic graph embedding. Representation Learning of EHR Data via Graph-Based Medical Entity Embedding …

Paper Group ANR 546

January 29, 2020

Long-Term Progress and Behavior Complexification in Competitive Co-Evolution. Word Recognition, Competition, and Activation in a Model of Visually Grounded Speech. LapEPI-Net: A Laplacian Pyramid EPI structure for Learning-based Dense Light Field Reconstruction. Employ Multimodal Machine Learning for Content quality analysis. Implicit Dimension Ide …

Paper Group ANR 547

January 29, 2020

Learning to Make Generalizable and Diverse Predictions for Retrosynthesis. Animating Landscape: Self-Supervised Learning of Decoupled Motion and Appearance for Single-Image Video Synthesis. Omnipush: accurate, diverse, real-world dataset of pushing dynamics with RGB-D video. Architecture-aware Network Pruning for Vision Quality Applications. SPFlow …

Paper Group ANR 556

January 29, 2020

Self-regularizing restricted Boltzmann machines. Fast Universal Style Transfer for Artistic and Photorealistic Rendering. Reconfigurable Interaction for MAS Modelling. Learning Near-optimal Convex Combinations of Basis Models with Generalization Guarantees. Graph based adaptive evolutionary algorithm for continuous optimization. Argoverse: 3D Track …

Paper Group ANR 574

January 29, 2020

Gaussian processes with linear operator inequality constraints. A Robust Image Watermarking System Based on Deep Neural Networks. Sentiment Analysis On Indian Indigenous Languages: A Review On Multilingual Opinion Mining. Similarity Learning Networks for Animal Individual Re-Identification – Beyond the Capabilities of a Human Observer. Fair Dimens …

Paper Group ANR 575

January 29, 2020

Nonlinear Markov Clustering by Minimum Curvilinear Sparse Similarity. Learning better generative models for dexterous, single-view grasping of novel objects. Algorithmic Discrimination: Formulation and Exploration in Deep Learning-based Face Biometrics. Robust Morph-Detection at Automated Border Control Gate using Deep Decomposed 3D Shape and Diffu …

Paper Group ANR 623

January 29, 2020

Cross-modal Variational Auto-encoder with Distributed Latent Spaces and Associators. Switching Linear Dynamics for Variational Bayes Filtering. Cross-Resolution Learning for Face Recognition. Coupled-Projection Residual Network for MRI Super-Resolution. Fast and Robust Rank Aggregation against Model Misspecification. Context-Constrained Accurate Co …

Paper Group ANR 669

January 29, 2020

On Architectures for Including Visual Information in Neural Language Models for Image Description. Random Expert Distillation: Imitation Learning via Expert Policy Support Estimation. End-to-End Deep Neural Networks and Transfer Learning for Automatic Analysis of Nation-State Malware. A Regularized Convolutional Neural Network for Semantic Image Se …

Paper Group ANR 677

January 29, 2020

Leveraging Labeled and Unlabeled Data for Consistent Fair Binary Classification. Revisiting the Bethe-Hessian: Improved Community Detection in Sparse Heterogeneous Graphs. EXIT Analysis for Community Detection. Learning Best Response Strategies for Agents in Ad Exchanges. Decentralized Multi-Agent Reinforcement Learning with Networked Agents: Recen …

Paper Group ANR 695

January 29, 2020

Meta Module Network for Compositional Visual Reasoning. Testing Self-Organizing Multiagent Systems. Distributed Learning with Compressed Gradient Differences. Adaptive Precision Training: Quantify Back Propagation in Neural Networks with Fixed-point Numbers. Finite-Time Performance of Distributed Temporal Difference Learning with Linear Function Ap …

Paper Group ANR 696

January 29, 2020

Is Attention All What You Need? – An Empirical Investigation on Convolution-Based Active Memory and Self-Attention. Stochastic Recursive Variance-Reduced Cubic Regularization Methods. Overlapping Community Detection with Graph Neural Networks. Three dimensional blind image deconvolution for fluorescence microscopy using generative adversarial netw …