Image Captioning

Paper Group ANR 1360

January 26, 2020

Reconstruction of Undersampled 3D Non-Cartesian Image-Based Navigators for Coronary MRA Using an Unrolled Deep Learning Model. Efficient Discrete Supervised Hashing for Large-scale Cross-modal Retrieval. Variational Spectral Graph Convolutional Networks. Deep Physiological State Space Model for Clinical Forecasting. BAOD: Budget-Aware Object Detect …

Paper Group ANR 1369

January 26, 2020

High-low level support vector regression prediction approach (HL-SVR) for data modeling with input parameters of unequal sample sizes. Action Anticipation with RBF Kernelized Feature Mapping RNN. Can adversarial training learn image captioning ?. Towards Interlingua Neural Machine Translation. Event-Based Modeling with High-Dimensional Imaging Biom …

Paper Group ANR 1404

January 26, 2020

Adaptive Densely Connected Super-Resolution Reconstruction. To React or not to React: End-to-End Visual Pose Forecasting for Personalized Avatar during Dyadic Conversations. Beyond the Memory Wall: A Case for Memory-centric HPC System for Deep Learning. How to make a pizza: Learning a compositional layer-based GAN model. Learning Algebraic Structur …

Paper Group ANR 1498

January 26, 2020

Multiple Learning for Regression in big data. Bayes Optimal Early Stopping Policies for Black-Box Optimization. Newswire versus Social Media for Disaster Response and Recovery. Learning to Relate from Captions and Bounding Boxes. Countering Language Drift via Visual Grounding. Occluded Face Recognition Using Low-rank Regression with Generalized Gra …

Paper Group ANR 1510

January 26, 2020

Analysis of Deep Networks for Monocular Depth Estimation Through Adversarial Attacks with Proposal of a Defense Method. Improved Regret Bounds for Projection-free Bandit Convex Optimization. Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded. Minimal Learning Machine: Theoretical Results and Clustering-Based Ref …

Paper Group ANR 1512

January 26, 2020

Event Recognition with Automatic Album Detection based on Sequential Processing, Neural Attention and Image Captioning. Reproducibility in Machine Learning for Health. Training DNN IoT Applications for Deployment On Analog NVM Crossbars. One-Shot Mutual Affine-Transfer for Photorealistic Stylization. Towards Linearization Machine Learning Algorithm …

Paper Group ANR 1540

January 26, 2020

A memory enhanced LSTM for modeling complex temporal dependencies. Adversarial Representation Learning for Text-to-Image Matching. Modelling Early User-Game Interactions for Joint Estimation of Survival Time and Churn Probability. Learning Discrepancy Models From Experimental Data. The Usage of Web Search for Software Engineering. How much do you p …

Paper Group ANR 1543

January 26, 2020

Collaborative representation-based robust face recognition by discriminative low-rank representation. OCC: A Smart Reply System for Efficient In-App Communications. Cramnet: Layer-wise Deep Neural Network Compression with Knowledge Transfer from a Teacher Network. Multimodal Uncertainty Reduction for Intention Recognition in Human-Robot Interaction …

Paper Group ANR 1604

January 26, 2020

Unit Impulse Response as an Explainer of Redundancy in a Deep Convolutional Neural Network. Student Performance Prediction with Optimum Multilabel Ensemble Model. Avoiding hashing and encouraging visual semantics in referential emergent language games. Convolutional STN for Weakly Supervised Object Localization and Beyond. Cost-efficient segmentati …

Paper Group ANR 1637

January 25, 2020

Computational Socioeconomics. Listening while Speaking and Visualizing: Improving ASR through Multimodal Chain. Fitted Q-Learning in Mean-field Games. Automatic detection of lesion load change in Multiple Sclerosis using convolutional neural networks with segmentation confidence. Generalised learning of time-series: Ornstein-Uhlenbeck processes. Vi …

Paper Group ANR 1638

January 25, 2020

A Distributed Approach towards Discriminative Distance Metric Learning. Distribution oblivious, risk-aware algorithms for multi-armed bandits with unbounded rewards. High Fidelity Face Manipulation with Extreme Pose and Expression. Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference. Hidden State Guidance: Improving Image Caption …

Paper Group ANR 1651

January 25, 2020

Rosetta: Large scale system for text detection and recognition in images. Asynchronous Single-Photon 3D Imaging. Zap Q-Learning for Optimal Stopping Time Problems. Fingerprint Recognition under Missing Image Pixels Scenario. Privacy preserving Neural Network Inference on Encrypted Data with GPUs. Tackling Initial Centroid of K-Means with Distance P …

Paper Group ANR 1654

January 25, 2020

Fast Convolutional Dictionary Learning off the Grid. Learning review representations from user and product level information for spam detection. Machine Learning Techniques for Brand-Influencer Matchmaking on the Instagram Social Network. A critique of the DeepSec Platform for Security Analysis of Deep Learning Models. Generalized Rank Minimization …

Paper Group ANR 1661

January 25, 2020

Triplet-Aware Scene Graph Embeddings. Machine Learning at Microsoft with ML .NET. Efficient Data Analytics on Augmented Similarity Triplets. Learning Sparse Mixture of Experts for Visual Question Answering. Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering. A Multi …

Paper Group ANR 1704

January 25, 2020

A Research and Strategy of Remote Sensing Image Denoising Algorithms. Benchmarking Discrete Optimization Heuristics with IOHprofiler. Community Detection for Power Systems Network Aggregation Considering Renewable Variability. Early Prediction of Sepsis From Clinical Datavia Heterogeneous Event Aggregation. Global optimization via inverse distance …

Paper Group ANR 1728

January 25, 2020

Convolutional Restricted Boltzmann Machine Based-Radiomics for Prediction of Pathological Complete Response to Neoadjuvant Chemotherapy in Breast Cancer. Transferability and Hardness of Supervised Classification Tasks. Action Assembly: Sparse Imitation Learning for Text Based Games with Combinatorial Action Spaces. Speeding up reinforcement learnin …

Paper Group ANR 1746

January 25, 2020

A Study of Deep Learning for Network Traffic Data Forecasting. Generation & Evaluation of Adversarial Examples for Malware Obfuscation. ES-MAML: Simple Hessian-Free Meta Learning. Learning to Reconstruct and Understand Indoor Scenes from Sparse Views. Tell-the-difference: Fine-grained Visual Descriptor via a Discriminating Referee. Automated Multid …

Paper Group ANR 1747

January 25, 2020

Deep Cross-Modal Hashing with Hashing Functions and Unified Hash Codes Jointly Learning. Skill Transfer in Deep Reinforcement Learning under Morphological Heterogeneity. Learning Priors for Adversarial Autoencoders. Mixed pooling of seasonality in time series pallet forecasting. A Survey on GANs for Anomaly Detection. Ensemble Quantile Classifier. …

Paper Group ANR 1770

January 25, 2020

Spectrum-enhanced Pairwise Learning to Rank. Minimizing Time-to-Rank: A Learning and Recommendation Approach. An Approximate Bayesian Approach to Surprise-Based Learning. Learning Bilingual Word Embeddings Using Lexical Definitions. Improving Relation Extraction with Knowledge-attention. PH-GCN: Person Re-identification with Part-based Hierarchical …

Paper Group ANR 1774

January 25, 2020

Fair Predictors under Distribution Shift. End-to-end Hand Mesh Recovery from a Monocular RGB Image. A New Class of Time Dependent Latent Factor Models with Applications. Evaluating Sequence-to-Sequence Models for Handwritten Text Recognition. Albanian Language Identification in Text Documents. Light Field Synthesis by Training Deep Network in the R …

Paper Group NANR 23

January 25, 2020

Corpus of Multimodal Interaction for Collaborative Planning. Contextualized Role Interaction for Neural Machine Translation. Building Detail-Sensitive Semantic Segmentation Networks With Polynomial Pooling. Exploring Pre-trained Language Models for Event Extraction and Generation. UaiNets: From Unsupervised to Active Deep Anomaly Detection. Summary …

Paper Group NANR 58

January 25, 2020

Proceedings of the Fifth International Workshop on Computational Linguistics for Uralic Languages. Feature-Level Frankenstein: Eliminating Variations for Discriminative Recognition. ACMM: Aligned Cross-Modal Memory for Few-Shot Image and Sentence Matching. YNU_DYX at SemEval-2019 Task 5: A Stacked BiGRU Model Based on Capsule Network in Detection …

Paper Group NANR 61

January 25, 2020

Medical Word Embeddings for Spanish: Development and Evaluation. Learning nonlinear level sets for dimensionality reduction in function approximation. Improving Sentence Representations with Multi-view Frameworks. Automatically Generating Psychiatric Case Notes From Digital Transcripts of Doctor-Patient Conversations. Gaussian Affinity for Max-Marg …

Paper Group NANR 91

January 25, 2020

User expectations towards machine translation: A case study. The Romanian Corpus Annotated with Verbal Multiword Expressions. Contextual Recurrent Convolutional Model for Robust Visual Learning. Bootstrapping a Natural Language Interface to a Cyber Security Event Collection System using a Hybrid Translation Approach. Pre-editing Plus Neural Machine …

Paper Group NANR 94

January 25, 2020

CONAN - COunter NArratives through Nichesourcing: a Multilingual Dataset of Responses to Fight Online Hate Speech. A Convex Relaxation for Multi-Graph Matching. Categorizing and Inferring the Relationship between the Text and Image of Twitter Posts. Customizing Neural Machine Translation for Subtitling. Bootstrapping a Neural Morphological Analyzer …

Paper Group NANR 154

January 24, 2020

Proceedings of the 13th International Conference on Computational Semantics - Long Papers. Pluto: A Deep Learning Based Watchdog for Anti Money Laundering. A Data-Driven and Distributed Approach to Sparse Signal Representation and Recovery. Enhancing Low Light Videos by Exploring High Sensitivity Camera Noise. Segmented convolutional gated recurren …

Paper Group NANR 161

January 24, 2020

Clinical Data Classification using Conditional Random Fields and Neural Parsing for Morphologically Rich Languages. Putting the Horse before the Cart: A Generator-Evaluator Framework for Question Generation from Text. Asking Clarification Questions in Knowledge-Based Question Answering. Min-Max Statistical Alignment for Transfer Learning. Counting …

Paper Group NANR 162

January 24, 2020

Neural Conversation Model Controllable by Given Dialogue Act Based on Adversarial Learning and Label-aware Objective. Proceedings of the First NLPL Workshop on Deep Learning for Natural Language Processing. Cross-lingual morphological inflection with explicit alignment. Improved resistance of neural networks to adversarial images through generative …