artificial intelligence

Paper Group ANR 168

Paper Group ANR 168

April 2, 2020

A Multilingual View of Unsupervised Machine Translation. Lost in Embedding Space: Explaining Cross-Lingual Task Performance with Eigenvalue Divergence. Suphx: Mastering Mahjong with Deep Reinforcement Learning. Equivalence of Dataflow Graphs via Rewrite Rules Using a Graph-to-Sequence Neural Model. Segmentation of Cellular Patterns in Confocal Imag …
Paper Group ANR 170

Paper Group ANR 170

April 2, 2020

RoutedFusion: Learning Real-time Depth Map Fusion. Automated Anonymisation of Visual and Audio Data in Classroom Studies. VideoSSL: Semi-Supervised Learning for Video Classification. Peeking into occluded joints: A novel framework for crowd pose estimation. Deformation-aware Unpaired Image Translation for Pose Estimation on Laboratory Animals. Towa …
Paper Group ANR 171

Paper Group ANR 171

April 2, 2020

Theoretical Interpretation of Learned Step Size in Deep-Unfolded Gradient Descent. Locally Private Hypothesis Selection. Assembling Semantically-Disentangled Representations for Predictive-Generative Models via Adaptation from Synthetic Domain. Deepfakes for Medical Video De-Identification: Privacy Protection and Diagnostic Information Preservation …
Paper Group ANR 172

Paper Group ANR 172

April 2, 2020

Neural Human Video Rendering by Learning Dynamic Textures and Rendering-to-Video Translation. Detecting Changes in Asset Co-Movement Using the Autoencoder Reconstruction Ratio. Multilingual Denoising Pre-training for Neural Machine Translation. Provable Self-Play Algorithms for Competitive Reinforcement Learning. Hierarchical Multi-Process Fusion f …
Paper Group ANR 177

Paper Group ANR 177

April 2, 2020

REST: Performance Improvement of a Black Box Model via RL-based Spatial Transformation. Fully-automated Body Composition Analysis in Routine CT Imaging Using 3D Semantic Segmentation Convolutional Neural Networks. Transfer between long-term and short-term memory using Conceptors. Unbalanced GANs: Pre-training the Generator of Generative Adversarial …
Paper Group ANR 183

Paper Group ANR 183

April 2, 2020

PolyScientist: Automatic Loop Transformations Combined with Microkernels for Optimization of Deep Learning Primitives. Privacy-Preserving Boosting in the Local Setting. DA4AD: End-to-end Deep Attention Aware Features Aided Visual Localization for Autonomous Driving. Learning from Small Data Through Sampling an Implicit Conditional Generative Latent …
Paper Group ANR 186

Paper Group ANR 186

April 2, 2020

Focus on Semantic Consistency for Cross-domain Crowd Understanding. InterBERT: Vision-and-Language Interaction for Multi-modal Pretraining. Expressing Objects just like Words: Recurrent Visual Embedding for Image-Text Matching. Estimating Treatment Effects with Observed Confounders and Mediators. Meta3D: Single-View 3D Object Reconstruction from Sh …
Paper Group ANR 189

Paper Group ANR 189

April 2, 2020

Event-Based Control for Online Training of Neural Networks. Overinterpretation reveals image classification model pathologies. Copy and Paste GAN: Face Hallucination from Shaded Thumbnails. Object-based Metamorphic Testing through Image Structuring. Analysis of Hyper-Parameters for Small Games: Iterations or Epochs in Self-Play?. A Lagrangian Appro …
Paper Group ANR 190

Paper Group ANR 190

April 2, 2020

Pipelined Backpropagation at Scale: Training Large Models without Batches. Same Features, Different Day: Weakly Supervised Feature Learning for Seasonal Invariance. Domain Balancing: Face Recognition on Long-Tailed Domains. Dynamic Region-Aware Convolution. Adversarial Light Projection Attacks on Face Recognition Systems: A Feasibility Study. MODMA …
Paper Group ANR 201

Paper Group ANR 201

April 2, 2020

Face Anti-Spoofing by Learning Polarization Cues in a Real-World Scenario. Fourier Transform Approach to Machine Learning III: Fourier Classification. PathVQA: 30000+ Questions for Medical Visual Question Answering. QActor: On-line Active Learning for Noisy Labeled Stream Data. Fairness Measures for Regression via Probabilistic Classification. Effi …
Paper Group ANR 209

Paper Group ANR 209

April 2, 2020

Online and Real-time Object Tracking Algorithm with Extremely Small Matrices. Fast Lower and Upper Estimates for the Price of Constrained Multiple Exercise American Options by Single Pass Lookahead Search and Nearest-Neighbor Martingale. DMV: Visual Object Tracking via Part-level Dense Memory and Voting-based Retrieval. Applying r-spatiogram in obj …
Paper Group ANR 210

Paper Group ANR 210

April 2, 2020

Fair Principal Component Analysis and Filter Design. Global Convergence of Deep Networks with One Wide Layer Followed by Pyramidal Topology. ChemGrapher: Optical Graph Recognition of Chemical Compounds by Deep Learning. Search Space of Adversarial Perturbations against Image Filters. Estimating Training Data Influence by Tracking Gradient Descent. …
Paper Group ANR 212

Paper Group ANR 212

April 2, 2020

Fully reversible neural networks for large-scale surface and sub-surface characterization via remote sensing. Boosting Deep Face Recognition via Disentangling Appearance and Geometry. Robust Facial Landmark Detection via Aggregation on Geometrically Manipulated Faces. SalsaNext: Fast Semantic Segmentation of LiDAR Point Clouds for Autonomous Drivin …
Paper Group ANR 218

Paper Group ANR 218

April 2, 2020

Derivation of QUBO formulations for sparse estimation. ShadowSync: Performing Synchronization in the Background for Highly Scalable Distributed Training. Deep Time-Stream Framework for Click-Through Rate Prediction by Tracking Interest Evolution. Predictions of 2019-nCoV Transmission Ending via Comprehensive Methods. Investigating Potential Factors …
Paper Group ANR 219

Paper Group ANR 219

April 2, 2020

LeafGAN: An Effective Data Augmentation Method for Practical Plant Disease Diagnosis. Deep Sigma Point Processes. Short Term Blood Glucose Prediction based on Continuous Glucose Monitoring Data. Knot Selection in Sparse Gaussian Processes. Fast Depth Estimation for View Synthesis. Weakly-supervised Multi-output Regression via Correlated Gaussian Pr …
Paper Group ANR 221

Paper Group ANR 221

April 2, 2020

Spatial-Temporal Multi-Cue Network for Continuous Sign Language Recognition. A tutorial on the range variant of asymmetric numeral systems. On a Generalization of the Average Distance Classifier. Performance Analysis and Comparison of Machine and Deep Learning Algorithms for IoT Data Classification. Rethinking Sparse Gaussian Processes: Bayesian Ap …
Paper Group ANR 223

Paper Group ANR 223

April 2, 2020

Reservoir computing model of two-dimensional turbulent convection. Contextual Constrained Learning for Dose-Finding Clinical Trials. A Theory of Usable Information Under Computational Constraints. Fairness in ad auctions through inverse proportionality. Practical Annotation Strategies for Question Answering Datasets. Differentially Private k-Means …
Paper Group ANR 227

Paper Group ANR 227

April 2, 2020

Multi-task Learning with Coarse Priors for Robust Part-aware Person Re-identification. Interpretability of machine learning based prediction models in healthcare. DisCor: Corrective Feedback in Reinforcement Learning via Distribution Correction. Multiple Imputation with Denoising Autoencoder using Metamorphic Truth and Imputation Feedback. Thompson …
Paper Group ANR 228

Paper Group ANR 228

April 2, 2020

Shared Task: Lexical Semantic Change Detection in German. Learning to Detect Malicious Clients for Robust Federated Learning. Evaluating Registration Without Ground Truth. Identifying Audio Adversarial Examples via Anomalous Pattern Detection. Iterative energy-based projection on a normal data manifold for anomaly localization. Batch Normalization …
Paper Group ANR 230

Paper Group ANR 230

April 2, 2020

Federated Learning for Resource-Constrained IoT Devices: Panoramas and State-of-the-art. Adaptive strategy in differential evolution via explicit exploitation and exploration controls. Fast, Compact and Highly Scalable Visual Place Recognition through Sequence-based Matching of Overloaded Representations. On Reinforcement Learning for Turn-based Ze …
Paper Group ANR 232

Paper Group ANR 232

April 2, 2020

$μ$VulDeePecker: A Deep Learning-Based System for Multiclass Vulnerability Detection. A Spiking Neural Network Emulating the Structure of the Oculomotor System Requires No Learning to Control a Biomimetic Robotic Head. Efficient and Robust Algorithms for Adversarial Linear Contextual Bandits. Activism by the AI Community: Analysing Recent Achieveme …
Paper Group ANR 233

Paper Group ANR 233

April 2, 2020

Unsupervised Pidgin Text Generation By Pivoting English Data and Self-Training. Coronary Wall Segmentation in CCTA Scans via a Hybrid Net with Contours Regularization. Extracting dispersion curves from ambient noise correlations using deep learning. Differentiating through the Fréchet Mean. Classification of Chest Diseases using Wavelet Transforms …
Paper Group ANR 237

Paper Group ANR 237

April 2, 2020

An interpretable neural network model through piecewise linear approximation. A Maximum Likelihood Approach to Speed Estimation of Foreground Objects in Video Signals. Learning to Optimize Non-Rigid Tracking. Designing for the Long Tail of Machine Learning. Solving Area Coverage Problem with UAVs: A Vehicle Routing with Time Windows Variation. Deep …
Paper Group ANR 238

Paper Group ANR 238

April 2, 2020

Learning models of quantum systems from experiments. SwapText: Image Based Texts Transfer in Scenes. Everybody’s Talkin’: Let Me Talk as You Want. A working likelihood approach to support vector regression with a data-driven insensitivity parameter. Planning with Brain-inspired AI. Causal Inference With Selectively-Deconfounded Data. Learning to Le …
Paper Group ANR 239

Paper Group ANR 239

April 2, 2020

Investigating the influence Brexit had on Financial Markets, in particular the GBP/EUR exchange rate. Unsupervised Fuzzy eIX: Evolving Internal-eXternal Fuzzy Clustering. Graph4Code: A Machine Interpretable Knowledge Graph for Code. Emotion Recognition From Gait Analyses: Current Research and Future Directions. AI-Mediated Exchange Theory. Convolut …
Paper Group ANR 243

Paper Group ANR 243

April 2, 2020

Federated Visual Classification with Real-World Data Distribution. A Scalable Framework for Sparse Clustering Without Shrinkage. A Proof of Useful Work for Artificial Intelligence on the Blockchain. MeliusNet: Can Binary Neural Networks Achieve MobileNet-level Accuracy?. Implicitly Defined Layers in Neural Networks. Heterogeneity Loss to Handle Int …
Paper Group ANR 248

Paper Group ANR 248

April 2, 2020

Bayesian Neural Architecture Search using A Training-Free Performance Metric. On the Sample Complexity of Adversarial Multi-Source PAC Learning. Efficiently Learning and Sampling Interventional Distributions from Observations. From Kinematics To Dynamics: Estimating Center of Pressure and Base of Support from Video Frames of Human Motion. Zeroth-Or …
Paper Group ANR 253

Paper Group ANR 253

April 2, 2020

A Deeper Look into Hybrid Images. A Survey on Edge Intelligence. Graph Hawkes Network for Reasoning on Temporal Knowledge Graphs. A Semi-Dynamic Bus Routing Infrastructure based on MBTA Bus Data. Learning To Solve Differential Equations Across Initial Conditions. Analyzing the Noise Robustness of Deep Neural Networks. Computational Methods in Profe …