computer vision

Paper Group ANR 414

January 30, 2020

Analyzing Periodicity and Saliency for Adult Video Detection. A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots. Completely Unsupervised Speech Recognition By A Generative Adversarial Network Harmonized With Iteratively Refined Hidden Markov Models. A Hybrid Cooperative Co-evolution Algorithm Framework for Opti …

Paper Group ANR 415

January 30, 2020

Unsupervised Image Matching and Object Discovery as Optimization. gradSLAM: Dense SLAM meets Automatic Differentiation. Probabilistic Structure Learning for EEG/MEG Source Imaging with Hierarchical Graph Prior. Approximation of Reeb spaces with Mappers and Applications to Stochastic Filters. CNN-based Cost Volume Analysis as Confidence Measure for …

Paper Group ANR 416

January 30, 2020

On the Computational Power of RNNs. Interpretable Almost-Matching-Exactly With Instrumental Variables. Learning Deterministic Weighted Automata with Queries and Counterexamples. Unbiased estimators for random design regression. Modeling Point Clouds with Self-Attention and Gumbel Subset Sampling. Benchmarking the Performance and Power of AI Acceler …

Paper Group ANR 420

January 30, 2020

The generalization error of random features regression: Precise asymptotics and double descent curve. Unpaired Pose Guided Human Image Generation. Optimizing Generalized Rate Metrics through Game Equilibrium. Neural View-Interpolation for Sparse Light Field Video. Growing a Brain: Fine-Tuning by Increasing Model Capacity. Efficient training and des …

Paper Group ANR 423

January 30, 2020

A maximum principle argument for the uniform convergence of graph Laplacian regressors. Seeding the Singularity for A.I. Convergence and sample complexity of gradient methods for the model-free linear quadratic regulator problem. Streamlined Variational Inference for Linear Mixed Models with Crossed Random Effects. Technical Report: Co-learning of …

Paper Group ANR 424

January 30, 2020

LMVP: Video Predictor with Leaked Motion Information. A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning. A concrete example of inclusive design: deaf-oriented accessibility. Domain-Relevant Embeddings for Medical Question Similarity. Traditional Machine Learning for Pitch Detection. Neural Rerendering in the Wild. Cor …

Paper Group ANR 425

January 30, 2020

Learning to Have an Ear for Face Super-Resolution. Deep Learning based Wireless Resource Allocation with Application to Vehicular Networks. Vulnerability Analysis for Data Driven Pricing Schemes. Coresets for Data-efficient Training of Machine Learning Models. Learning to Reuse Translations: Guiding Neural Machine Translation with Examples. KFHE-HO …

Paper Group ANR 426

January 30, 2020

Self-Paced Video Data Augmentation with Dynamic Images Generated by Generative Adversarial Networks. RBED: Reward Based Epsilon Decay. The Source-Target Domain Mismatch Problem in Machine Translation. Texture Mixer: A Network for Controllable Synthesis and Interpolation of Texture. A Deep Generative Model of Speech Complex Spectrograms. Multimodal …

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 431

January 30, 2020

Reinforcement-Learning-Based Variational Quantum Circuits Optimization for Combinatorial Problems. Cryo-Electron Microscopy Image Analysis Using Multi-Frequency Vector Diffusion Maps. The Information Complexity of Learning Tasks, their Structure and their Distance. A New Benchmark Dataset for Texture Image Analysis and Surface Defect Detection. Pre …

Paper Group ANR 432

January 30, 2020

An Effective Label Noise Model for DNN Text Classification. Diagnostic Curves for Black Box Models. Assessment of Shift-Invariant CNN Gaze Mappings for PS-OG Eye Movement Sensors. Adversarial Sub-sequence for Text Generation. Hierarchical Attention Generative Adversarial Networks for Cross-domain Sentiment Classification. Mean-Field Langevin Dynami …

Paper Group ANR 437

January 30, 2020

Characteristic Regularisation for Super-Resolving Face Images. Wasserstein Distance Based Domain Adaptation for Object Detection. Activation Adaptation in Neural Networks. Optimal initialization of K-means using Particle Swarm Optimization. Low-Rank Approximation from Communication Complexity. Memory-Augmented Recurrent Neural Networks Can Learn Ge …

Paper Group ANR 438

January 30, 2020

A Model for Learned Bloom Filters, and Optimizing by Sandwiching. 360-Degree Textures of People in Clothing from a Single Image. SPA-GAN: Spatial Attention GAN for Image-to-Image Translation. Improving Scientific Article Visibility by Neural Title Simplification. Towards Robust Curve Text Detection with Conditional Spatial Expansion. A Tour of Conv …

Paper Group ANR 441

January 30, 2020

Predicting Vehicle Behaviors Over An Extended Horizon Using Behavior Interaction Network. Using musical relationships between chord labels in automatic chord extraction tasks. Identifying Emotions from Walking using Affective and Deep Features. A Framework for Evaluating Snippet Generation for Dataset Search. Variational Coupling Revisited: Simpler …

Paper Group ANR 442

January 30, 2020

Unsupervised Deformable Image Registration Using Cycle-Consistent CNN. Graph-Hist: Graph Classification from Latent Feature Histograms With Application to Bot Detection. Deteção de estruturas permanentes a partir de dados de séries temporais Sentinel 1 e 2. Beyond The Wall Street Journal: Anchoring and Comparing Discourse Signals across Genres. Fus …

Paper Group ANR 443

January 30, 2020

Dependency-Aware Named Entity Recognition with Relative and Global Attentions. Automated Curriculum Learning for Turn-level Spoken Language Understanding with Weak Supervision. An Improved Tobit Kalman Filter with Adaptive Censoring Limits. Taking Care of The Discretization Problem:A Black-Box Adversarial Image Attack in Discrete Integer Domain. Br …

Paper Group ANR 444

January 30, 2020

A General Scoring Rule for Randomized Kernel Approximation with Application to Canonical Correlation Analysis. A Review of Object Detection Models based on Convolutional Neural Network. Hypothesis Testing Interpretations and Renyi Differential Privacy. Cross Attention Network for Semantic Segmentation. DeepLofargram: A Deep Learning based Fluctuati …

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 449

January 30, 2020

Deep Generative Models for Library Augmentation in Multiple Endmember Spectral Mixture Analysis. A Novel Topology for End-to-end Temporal Classification and Segmentation with Recurrent Neural Network. A Hybrid Approach Between Adversarial Generative Networks and Actor-Critic Policy Gradient for Low Rate High-Resolution Image Compression. Expected S …

Paper Group ANR 450

January 30, 2020

Dropout Induced Noise for Co-Creative GAN Systems. Unsupervised pre-training helps to conserve views from input distribution. Bayesian Linear Regression on Deep Representations. Matching-based Depth Camera and Mirrors for 3D Reconstruction. On Laughter and Speech-Laugh, Based on Observations of Child-Robot Interaction. Approximate Bayesian computat …

Paper Group ANR 452

January 30, 2020

Spatial Sampling Network for Fast Scene Understanding. On complexity of branching droplets in electrical field. DARNet: Deep Active Ray Network for Building Segmentation. Improving NeuroEvolution Efficiency by Surrogate Model-based Optimization with Phenotypic Distance Kernels. RankML: a Meta Learning-Based Approach for Pre-Ranking Machine Learning …

Paper Group ANR 456

January 30, 2020

Learning Backtrackless Aligned-Spatial Graph Convolutional Networks for Graph Classification. PAG-Net: Progressive Attention Guided Depth Super-resolution Network. Eye-based Continuous Affect Prediction. Fast Task-Aware Architecture Inference. SRM : A Style-based Recalibration Module for Convolutional Neural Networks. Scalable Variational Gaussian …

Paper Group ANR 460

January 30, 2020

Hexagonal Image Processing in the Context of Machine Learning: Conception of a Biologically Inspired Hexagonal Deep Learning Framework. A Quantum-inspired Algorithm for General Minimum Conical Hull Problems. Combining mixture models with linear mixing updates: multilayer image segmentation and synthesis. Value Functions for Depth-Limited Solving in …

Paper Group ANR 461

January 30, 2020

Domain Adaptive Text Style Transfer. 2-D Embedding of Large and High-dimensional Data with Minimal Memory and Computational Time Requirements. Hill Climbing on Value Estimates for Search-control in Dyna. Predictive Coding Networks Meet Action Recognition. A Joint Model for Aspect-Category Sentiment Analysis with Contextualized Aspect Embedding. MSR …

Paper Group ANR 462

January 30, 2020

Dynamic Visualization and Fast Computation for Convex Clustering via Algorithmic Regularization. Filter Bank Regularization of Convolutional Neural Networks. Understanding Deep Neural Network Predictions for Medical Imaging Applications. Understanding Adversarial Robustness: The Trade-off between Minimum and Average Margin. Enriching Visual with Ve …

Paper Group ANR 466

January 30, 2020

Prediction of gaze direction using Convolutional Neural Networks for Autism diagnosis. Learning Phase Competition for Traffic Signal Control. Semi-supervised Learning with Adaptive Neighborhood Graph Propagation Network. Moviescope: Large-scale Analysis of Movies using Multiple Modalities. Generalized Self-concordant Hessian-barrier algorithms. Tow …

Paper Group ANR 470

January 30, 2020

A Data Science Approach for Honeypot Detection in Ethereum. How to Estimate the Ability of a Metaheuristic Algorithm to Guide Heuristics During Optimization. 3DQ: Compact Quantized Neural Networks for Volumetric Whole Brain Segmentation. Understanding the Limitations of CNN-based Absolute Camera Pose Regression. Interestingness Elements for Explain …

Paper Group ANR 471

January 30, 2020

Music Recommendations in Hyperbolic Space: An Application of Empirical Bayes and Hierarchical Poincaré Embeddings. Deep Transfer Learning for Thermal Dynamics Modeling in Smart Buildings. Noiseless Privacy. PI-GAN: Learning Pose Independent representations for multiple profile face synthesis. Distributed Vector Representations of Folksong Motifs. I …