deep learning

Paper Group ANR 756

January 29, 2020

Towards AutoML in the presence of Drift: first results. The Deep Learning Revolution and Its Implications for Computer Architecture and Chip Design. SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization. Learning Efficient Multi-agent Communication: An Information Bottleneck Approach. EDUCE: Explaining model Decisions through …

Paper Group ANR 757

January 29, 2020

The Quo Vadis submission at Traffic4cast 2019. Neural Abstractive Text Summarization and Fake News Detection. Learning Feature Interactions with Lorentzian Factorization Machine. On the Impact of the Activation Function on Deep Neural Networks Training. Addressing Delayed Feedback for Continuous Training with Neural Networks in CTR prediction. Scen …

Paper Group ANR 758

January 29, 2020

Deep Spiking Neural Network with Spike Count based Learning Rule. Speaker Sincerity Detection based on Covariance Feature Vectors and Ensemble Methods. Multimodal Age and Gender Classification Using Ear and Profile Face Images. Synthetic Datasets for Neural Program Synthesis. PDH : Probabilistic deep hashing based on MAP estimation of Hamming dista …

Paper Group ANR 759

January 29, 2020

A system for generating complex physically accurate sensor images for automotive applications. Recognition of Multiple Food Items in a Single Photo for Use in a Buffet-Style Restaurant. Robust Model Predictive Shielding for Safe Reinforcement Learning with Stochastic Dynamics. BioNLP-OST 2019 RDoC Tasks: Multi-grain Neural Relevance Ranking Using T …

Paper Group ANR 760

January 29, 2020

Preprocessing Methods and Pipelines of Data Mining: An Overview. ArCo: the Italian Cultural Heritage Knowledge Graph. Deep Detector Health Management under Adversarial Campaigns. Hyperparameter Optimisation with Early Termination of Poor Performers. A Targeted Acceleration and Compression Framework for Low bit Neural Networks. Algorithms for certai …

Paper Group ANR 761

January 29, 2020

Towards Accurate Camera Geopositioning by Image Matching. Cause Identification of Electromagnetic Transient Events using Spatiotemporal Feature Learning. Variance Estimation For Dynamic Regression via Spectrum Thresholding. Visual Understanding of Multiple Attributes Learning Model of X-Ray Scattering Images. Anomaly Detection with Adversarial Dual …

Paper Group ANR 762

January 29, 2020

Learning and T-Norms Theory. Mobile Recognition of Wikipedia Featured Sites using Deep Learning and Crowd-sourced Imagery. Efficient Object Detection Model for Real-Time UAV Applications. Real-Time 3D Model Tracking in Color and Depth on a Single CPU Core. Scene Graph based Image Retrieval – A case study on the CLEVR Dataset. ROI Regularization fo …

Paper Group ANR 763

January 29, 2020

Deep learning assessment of breast terminal duct lobular unit involution: towards automated prediction of breast cancer risk. P-ODN: Prototype based Open Deep Network for Open Set Recognition. LATTE: Latent Type Modeling for Biomedical Entity Linking. YELM: End-to-End Contextualized Entity Linking. Object Detection in Specific Traffic Scenes using …

Paper Group ANR 765

January 29, 2020

A generic rule-based system for clinical trial patient selection. Recommendation Engine for Lower Interest Borrowing on Peer to Peer Lending (P2PL) Platform. Teacher-Student Framework Enhanced Multi-domain Dialogue Generation. Composite Event Recognition for Maritime Monitoring. Inferring the dynamics of oscillatory systems using recurrent neural n …

Paper Group ANR 766

January 29, 2020

A Critical Analysis of Biased Parsers in Unsupervised Parsing. Smooth Adversarial Examples. Non-negative representation based discriminative dictionary learning for face recognition. Inductive Guided Filter: Real-time Deep Image Matting with Weakly Annotated Masks on Mobile Devices. From Observability to Significance in Distributed Information Syst …

Paper Group ANR 767

January 29, 2020

Lightweight and Unobtrusive Data Obfuscation at IoT Edge for Remote Inference. Beyond Top-Grasps Through Scene Completion. Trajectory-Based Recognition of Dynamic Persian Sign Language Using Hidden Markov Model. Neural Decoder for Topological Codes using Pseudo-Inverse of Parity Check Matrix. A Baseline Neural Machine Translation System for Indian …

Paper Group ANR 768

January 29, 2020

Truly Generalizable Radiograph Segmentation with Conditional Domain Adaptation. Sign Language Recognition Analysis using Multimodal Data. MinCall - MinION end2end convolutional deep learning basecaller. AI-based Pilgrim Detection using Convolutional Neural Networks. Obj-GloVe: Scene-Based Contextual Object Embedding. Fake news detection using Deep …

Paper Group ANR 769

January 29, 2020

The Complexity of Making the Gradient Small in Stochastic Convex Optimization. Reference-Based Sequence Classification. On the Importance of Delexicalization for Fact Verification. Attributed Graph Learning with 2-D Graph Convolution. Conversational Product Search Based on Negative Feedback. Distribution-Dependent Analysis of Gibbs-ERM Principle. N …

Paper Group ANR 1000

January 28, 2020

Error Correcting Algorithms for Sparsely Correlated Regressors. Bayesian Image Classification with Deep Convolutional Gaussian Processes. Architecture Compression. Plasmodium Detection Using Simple CNN and Clustered GLCM Features. Diameter-based Interactive Structure Discovery. A Causality-Guided Prediction of the TED Talk Ratings from the Speech-T …

Paper Group ANR 1001

January 28, 2020

Multi-user Augmented Reality Application for Video Communication in Virtual Space. Efficient Reward-Based Structural Plasticity on a SpiNNaker 2 Prototype. Strong Log-Concavity Does Not Imply Log-Submodularity. DeepAtom: A Framework for Protein-Ligand Binding Affinity Prediction. Schrödinger-ANI: An Eight-Element Neural Network Interaction Potentia …

Paper Group ANR 1002

January 28, 2020

Lipschitz Adaptivity with Multiple Learning Rates in Online Learning. An Online Topic Modeling Framework with Topics Automatically Labeled. Detection of Classifier Inconsistencies in Image Steganalysis. Inferring Global Dynamics of a Black-Box System Using Machine Learning. Adversarial attacks on Copyright Detection Systems. A Corpus-free State2Seq …

Paper Group ANR 1003

January 28, 2020

Adversarial Language Games for Advanced Natural Language Intelligence. Bootstrap Model Ensemble and Rank Loss for Engagement Intensity Regression. ZstGAN: An Adversarial Approach for Unsupervised Zero-Shot Image-to-Image Translation. Network Transplanting (extended abstract). Automated Non-Destructive Inspection of Fused Filament Fabrication Compon …

Paper Group ANR 1004

January 28, 2020

DLA: Dense-Layer-Analysis for Adversarial Example Detection. Sparse Lifting of Dense Vectors: Unifying Word and Sentence Representations. Liability Design for Autonomous Vehicles and Human-Driven Vehicles: A Hierarchical Game-Theoretic Approach. Robust Dense Mapping for Large-Scale Dynamic Environments. Prospect Theory Based Crowdsourcing for Class …

Paper Group ANR 1005

January 28, 2020

QSMGAN: Improved Quantitative Susceptibility Mapping using 3D Generative Adversarial Networks with Increased Receptive Field. Recommendations and User Agency: The Reachability of Collaboratively-Filtered Information. A Deep Gradient Boosting Network for Optic Disc and Cup Segmentation. Hiding Information in Big Data based on Deep Learning. Microsco …

Paper Group ANR 1006

January 28, 2020

Cross-referencing Social Media and Public Surveillance Camera Data for Disaster Response. Deep Learning and Control Algorithms of Direct Perception for Autonomous Driving. DCEF: Deep Collaborative Encoder Framework for Unsupervised Clustering. Butterfly Transform: An Efficient FFT Based Neural Architecture Design. A Deep Q-Learning Method for Downl …

Paper Group ANR 1007

January 28, 2020

The LIG system for the English-Czech Text Translation Task of IWSLT 2019. WOTBoost: Weighted Oversampling Technique in Boosting for imbalanced learning. ParaBank: Monolingual Bitext Generation and Sentential Paraphrasing via Lexically-constrained Neural Machine Translation. A Hierarchical Two-tier Approach to Hyper-parameter Optimization in Reinfor …

Paper Group ANR 1009

January 28, 2020

Teaching Pretrained Models with Commonsense Reasoning: A Preliminary KB-Based Approach. Learning Effective Visual Relationship Detector on 1 GPU. Geometric Pose Affordance: 3D Human Pose with Scene Constraints. Vision-Based Lane-Changing Behavior Detection Using Deep Residual Neural Network. Silhouette-Net: 3D Hand Pose Estimation from Silhouettes. …

Paper Group ANR 1010

January 28, 2020

Adapting Computer Vision Algorithms for Omnidirectional Video. Compositionality for Recursive Neural Networks. Accurate and Robust Eye Contact Detection During Everyday Mobile Device Interactions. Learning Spatial Awareness to Improve Crowd Counting. Boosting insights in insurance tariff plans with tree-based machine learning methods. Estimation an …

Paper Group ANR 1011

January 28, 2020

Path Capsule Networks. AMD Severity Prediction And Explainability Using Image Registration And Deep Embedded Clustering. Topological Interpretation of Interactive Computation. Active and Passive Portfolio Management with Latent Factors. A collaborative filtering model with heterogeneous neural networks for recommender systems. Classifying Partially …

Paper Group ANR 1012

January 28, 2020

To each route its own ETA: A generative modeling framework for ETA prediction. A Novel Monocular Disparity Estimation Network with Domain Transformation and Ambiguity Learning. SeCoST: Sequential Co-Supervision for Weakly Labeled Audio Event Detection. Model selection for high-dimensional linear regression with dependent observations. EAST: Encodin …

Paper Group ANR 1013

January 28, 2020

Exploring Frame Segmentation Networks for Temporal Action Localization. Segregation Dynamics with Reinforcement Learning and Agent Based Modeling. Learning Action Models from Disordered and Noisy Plan Traces. Object-Guided Instance Segmentation for Biological Images. Learning an Adaptive Learning Rate Schedule. Shape-aware Feature Extraction for In …

Paper Group ANR 1015

January 28, 2020

An Information-Theoretic Perspective on the Relationship Between Fairness and Accuracy. Acoustic-to-Word Models with Conversational Context Information. Mimicking Human Process: Text Representation via Latent Semantic Clustering for Classification. An Attention-Guided Deep Regression Model for Landmark Detection in Cephalograms. Generalized Transfo …

Paper Group ANR 1016

January 28, 2020

A New Approach for Explainable Multiple Organ Annotation with Few Data. Stochastic Inverse Reinforcement Learning. Parareal with a Learned Coarse Model for Robotic Manipulation. Generalized Linear Rule Models. Generative Imaging and Image Processing via Generative Encoder. A Hierarchical Bayesian Model for Size Recommendation in Fashion. A Deep Lea …