Visual Question Answering

Paper Group ANR 1269

January 27, 2020

The FACTS of Technology-Assisted Sensitivity Review. k-GANs: Ensemble of Generative Models with Semi-Discrete Optimal Transport. Anytime Lane-Level Intersection Estimation Based on Trajectories of Other Traffic Participants. Data Priming Network for Automatic Check-Out. I-vector Based Features Embedding for Heart Sound Classification. Complicated T …

Paper Group ANR 1322

January 27, 2020

Face Detection in Camera Captured Images of Identity Documents under Challenging Conditions. Self-Selective Correlation Ship Tracking Method for Smart Ocean System. Rethinking Arithmetic for Deep Neural Networks. Textual analysis of artificial intelligence manuscripts reveals features associated with peer review outcome. Longitudinal Motion Plannin …

Paper Group ANR 1352

January 26, 2020

An Information-Theoretic Explanation for the Adversarial Fragility of AI Classifiers. Actively Seeking and Learning from Live Data. Graph Domain Adaptation with Localized Graph Signal Representations. Correlations between Word Vector Sets. Exact asymptotics for phase retrieval and compressed sensing with random generative priors. A large-scale crow …

Paper Group ANR 1400

January 26, 2020

Fitness Dependent Optimizer: Inspired by the Bee Swarming Reproductive Process. Determining Relative Argument Specificity and Stance for Complex Argumentative Structures. CLEVR-Ref+: Diagnosing Visual Reasoning with Referring Expressions. OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations. Identification of gateke …

Paper Group ANR 1441

January 26, 2020

Single-step Options for Adversary Driving. Resolving Congestions in the Air Traffic Management Domain via Multiagent Reinforcement Learning Methods. Federated Learning of N-gram Language Models. Relation-Aware Graph Attention Network for Visual Question Answering. Can You Explain That? Lucid Explanations Help Human-AI Collaborative Image Retrieval. …

Paper Group ANR 1458

January 26, 2020

CAMLPAD: Cybersecurity Autonomous Machine Learning Platform for Anomaly Detection. Why Does a Visual Question Have Different Answers?. Semi-Automatic Crowdsourcing Tool for Online Food Image Collection and Annotation. Accelerated Neural Networks on OpenCL Devices Using SYCL-DNN. Election Manipulation on Social Networks: Seeding, Edge Removal, Edge …

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 1532

January 26, 2020

WeNet: Weighted Networks for Recurrent Network Architecture Search. A Strategy for Adaptive Sampling of Multi-fidelity Gaussian Process to Reduce Predictive Uncertainty. Myocardial Infarction Quantification From Late Gadolinium Enhancement MRI Using Top-hat Transforms and Neural Networks. Vision and Language: from Visual Perception to Content Creat …

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 1564

January 26, 2020

Safe, Efficient, and Comfortable Velocity Control based on Reinforcement Learning for Autonomous Driving. On the bias of H-scores for comparing biclusters, and how to correct it. Pun-GAN: Generative Adversarial Network for Pun Generation. Semantic Head Enhanced Pedestrian Detection in a Crowd. Portable system for the prediction of anemia based on t …

Paper Group ANR 1585

January 26, 2020

Discourse Level Factors for Sentence Deletion in Text Simplification. Unaligned Image-to-Sequence Transformation with Loop Consistency. Explainable Observer-Classifier for Explainable Binary Decisions. Comparing Machine Learning Approaches for Table Recognition in Historical Register Books. Visual cryptography in single-pixel imaging. The Task Anal …

Paper Group ANR 1594

January 26, 2020

Higher-order Weighted Graph Convolutional Networks. Progressive VAE Training on Highly Sparse and Imbalanced Data. IAN: Combining Generative Adversarial Networks for Imaginative Face Generation. Spatially regularized active diffusion learning for high-dimensional images. An Overview of Open-Ended Evolution: Editorial Introduction to the Open-Ended …

Paper Group ANR 1634

January 25, 2020

A novel hybrid model based on multi-objective Harris hawks optimization algorithm for daily PM2.5 and PM10 forecasting. Data-driven Policy on Feasibility Determination for the Train Shunting Problem. SLEEPER: interpretable Sleep staging via Prototypes from Expert Rules. U-CNNpred: A Universal CNN-based Predictor for Stock Markets. An Algorithmic In …

Paper Group ANR 1660

January 25, 2020

Pedestrian Tracking by Probabilistic Data Association and Correspondence Embeddings. Thompson Sampling with Approximate Inference. Deep Adaptive Input Normalization for Time Series Forecasting. Selection via Proxy: Efficient Data Selection for Deep Learning. StRE: Self Attentive Edit Quality Prediction in Wikipedia. Techniques for Inferring Context …

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 1699

January 25, 2020

Collapse Resistant Deep Convolutional GAN for Multi-Object Image Generation. An Empirical Evaluation of Text Representation Schemes on Multilingual Social Web to Filter the Textual Aggression. Shapley Values of Reconstruction Errors of PCA for Explaining Anomaly Detection. LP-3DCNN: Unveiling Local Phase in 3D Convolutional Neural Networks. DeepLig …

Paper Group ANR 1711

January 25, 2020

Self-Supervised Dialogue Learning. Verification of Non-Linear Specifications for Neural Networks. Explanation vs Attention: A Two-Player Game to Obtain Attention for VQA. Open-Ended Visual Question Answering by Multi-Modal Domain Adaptation. CURE: Curvature Regularization For Missing Data Recovery. Are we asking the right questions in MovieQA?. LPa …

Paper Group ANR 1717

January 25, 2020

Semi-Supervised Graph Embedding for Multi-Label Graph Node Classification. Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing. Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation. Verification and Validation of Semantic Annotations. A difficulty ranking approa …

Paper Group ANR 1752

January 25, 2020

Approximating the Permanent by Sampling from Adaptive Partitions. Deep Bayesian Recurrent Neural Networks for Somatic Variant Calling in Cancer. PoseConvGRU: A Monocular Approach for Visual Ego-motion Estimation by Learning. Fine-grained Knowledge Fusion for Sequence Labeling Domain Adaptation. GANs-NQM: A Generative Adversarial Networks based No R …

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 NANR 2

January 25, 2020

Summary Cloze: A New Task for Content Selection in Topic-Focused Summarization. SNAP-BATNET: Cascading Author Profiling and Social Network Graphs for Suicide Ideation Detection on Social Media. LAF-Net: Locally Adaptive Fusion Networks for Stereo Confidence Estimation. Neural machine translation system for the Kazakh language. A unified theory of a …

Paper Group NANR 35

January 25, 2020

A Machine Learning Approach for Identifying Compound Words from a Sanskrit Text. Reflexives in Czech from a Dependency Perspective. hpGAT: High-order Proximity Informed Graph Attention Network. Experiments on human incremental parsing. Amharic Question Answering for Biography, Definition, and Description Questions. On reducing translation shifts in …

Paper Group NANR 4

January 25, 2020

Representing Movie Characters in Dialogues. Better Transfer Learning with Inferred Successor Maps. Improving Pre-Trained Multilingual Model with Vocabulary Expansion. Know-Center at SemEval-2019 Task 5: Multilingual Hate Speech Detection on Twitter using CNNs. Acoustic Characterization of Singaporean Children’s English: Comparisons to American and …

Paper Group NANR 66

January 25, 2020

Neural News Recommendation with Heterogeneous User Behavior. Comparison between Automatic and Human Subtitling: A Case Study with Game of Thrones. Mind Your Neighbours: Image Annotation With Metadata Neighbourhood Graph Co-Attention Networks. Second-order contexts from lexical substitutes for few-shot learning of word representations. Overview of t …

Paper Group NAWR 22

January 25, 2020

Are Red Roses Red? Evaluating Consistency of Question-Answering Models. Collect and Select: Semantic Alignment Metric Learning for Few-Shot Learning. Enhancing Opinion Role Labeling with Semantic-Aware Word Representations from Semantic Role Labeling. We Need to Talk about Standard Splits. Fast classification of small X-ray diffraction datasets usi …

Paper Group NAWR 30

January 25, 2020

Skin Lesion Segmentation using SegNet with Binary Cross-Entropy. On the (In)fidelity and Sensitivity of Explanations. Hierarchical Cross-Modal Talking Face Generation With Dynamic Pixel-Wise Loss. Errudite: Scalable, Reproducible, and Testable Error Analysis. Digging Into Self-Supervised Monocular Depth Estimation. RUBi: Reducing Unimodal Biases fo …

Paper Group NAWR 39

January 25, 2020

The Forward-Backward Embedding of Directed Graphs. Disentangled behavioural representations. Viewport Proposal CNN for 360deg Video Quality Assessment. Novel positional encodings to enable tree-based transformers. Sample Adaptive MCMC. Gradient Matching Generative Networks for Zero-Shot Learning. QTUNA: A Corpus for Understanding How Speakers Use Q …

Paper Group NAWR 42

January 25, 2020

Dynamic Fusion With Intra- and Inter-Modality Attention Flow for Visual Question Answering. RedTyp: A Database of Reduplication with Computational Models. An Encoding Strategy Based Word-Character LSTM for Chinese NER. Progressive Fusion Video Super-Resolution Network via Exploiting Non-Local Spatio-Temporal Correlations. Attentive Feedback Network …