Image Inpainting

Paper Group ANR 469

January 30, 2020

Expectation-Aware Planning: A Unifying Framework for Synthesizing and Executing Self-Explaining Plans for Human-Aware Planning. Multivariate Uncertainty in Deep Learning. Is Discriminator a Good Feature Extractor?. Empirical Evaluation of Leveraging Named Entities for Arabic Sentiment Analysis. Region-wise Generative Adversarial ImageInpainting for …

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 498

January 29, 2020

Online Subspace Tracking for Damage Propagation Modeling and Predictive Analytics: Big Data Perspective. SCR-Apriori for Mining `Sets of Contrasting Rules’. Visual-Relation Conscious Image Generation from Structured-Text. An Algorithmic Equity Toolkit for Technology Audits by Community Advocates and Activists. Weakly Supervised Attention Networks f …

Paper Group ANR 631

January 29, 2020

Survey of Dropout Methods for Deep Neural Networks. Deep learning for image segmentation-a short survey. Characterizing dynamically varying acoustic scenes from egocentric audio recordings in workplace setting. Optimal Combination Forecasts on Retail Multi-Dimensional Sales Data. N2VSCDNNR: A Local Recommender System Based on Node2vec and Rich Info …

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 1008

January 28, 2020

Context Matters: Recovering Human Semantic Structure from Machine Learning Analysis of Large-Scale Text Corpora. Equal Opportunity and Affirmative Action via Counterfactual Predictions. Kernel methods for detecting coherent structures in dynamical data. Improving localization-based approaches for breast cancer screening exam classification. Artific …

Paper Group ANR 770

January 28, 2020

Global Fitting of the Response Surface via Estimating Multiple Contours of a Simulator. Visualizing High Dimensional Dynamical Processes. Deep Learning Approach on Information Diffusion in Heterogeneous Networks. A Convolutional Forward and Back-Projection Model for Fan-Beam Geometry. L 1-norm double backpropagation adversarial defense. Perceptuall …

Paper Group ANR 781

January 28, 2020

Bayesian Network Based Label Correlation Analysis For Multi-label Classifier Chain. An Automatic Digital Terrain Generation Technique for Terrestrial Sensing and Virtual Reality Applications. Modelling Dynamic Interactions between Relevance Dimensions. Cognitive Model Priors for Predicting Human Decisions. Unremarkable AI: Fitting Intelligent Decis …

Paper Group ANR 782

January 28, 2020

Boundless: Generative Adversarial Networks for Image Extension. Respect Your Emotion: Human-Multi-Robot Teaming based on Regret Decision Model. Sparsity Constrained Distributed Unmixing of Hyperspectral Data. Faster Unsupervised Semantic Inpainting: A GAN Based Approach. Density-Aware Convolutional Networks with Context Encoding for Airborne LiDAR …

Paper Group ANR 897

January 28, 2020

Stochastically Dominant Distributional Reinforcement Learning. Distributed Parameter Estimation in Randomized One-hidden-layer Neural Networks. The Knowledge Within: Methods for Data-Free Model Compression. Understanding LSTM – a tutorial into Long Short-Term Memory Recurrent Neural Networks. Communication-Efficient Distributed Online Learning wit …

Paper Group ANR 920

January 28, 2020

Combinatorial Bayesian Optimization using the Graph Cartesian Product. Deep Algorithm Unrolling for Blind Image Deblurring. Adversarial Robustness May Be at Odds With Simplicity. On Convergence and Optimality of Best-Response Learning with Policy Types in Multiagent Systems. On the approximation of the solution of partial differential equations by …

Paper Group ANR 939

January 28, 2020

A Strong and Robust Baseline for Text-Image Matching. Lattice Map Spiking Neural Networks (LM-SNNs) for Clustering and Classifying Image Data. A Rigorous Theory of Conditional Mean Embeddings. Metrics for Learning in Topological Persistence. Visual-Textual Association with Hardest and Semi-Hard Negative Pairs Mining for Person Search. Semi-supervis …

Paper Group ANR 944

January 28, 2020

Universality Theorems for Generative Models. Joint Semantic Domain Alignment and Target Classifier Learning for Unsupervised Domain Adaptation. Guided Layer-wise Learning for Deep Models using Side Information. End-to-End Spoken Language Translation. Seq2Biseq: Bidirectional Output-wise Recurrent Neural Networks for Sequence Modelling. Dynamical Sy …

Paper Group ANR 1102

January 27, 2020

The Step Decay Schedule: A Near Optimal, Geometrically Decaying Learning Rate Procedure For Least Squares. Column generation for the discrete Unit Commitment problem with min-stop ramping constraints. Automated Circuit Approximation Method Driven by Data Distribution. Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture …

Paper Group ANR 1291

January 27, 2020

Posing Fair Generalization Tasks for Natural Language Inference. A Hybrid Morpheme-Word Representation for Machine Translation of Morphologically Rich Languages. A clusterwise supervised learning procedure based on aggregation of distances. Does Object Recognition Work for Everyone?. Face Detection and Face Recognition In the Wild Using Off-the-She …

Paper Group ANR 1300

January 27, 2020

G-TAD: Sub-Graph Localization for Temporal Action Detection. A Mobile Cloud Collaboration Fall Detection System Based on Ensemble Learning. A Co-analysis Framework for Exploring Multivariate Scientific Data. Topological Navigation Graph. Stabilizing DARTS with Amended Gradient Estimation on Architectural Parameters. An End-to-End Solution for Effec …

Paper Group ANR 1301

January 27, 2020

Towards Making Deep Transfer Learning Never Hurt. Hypergraph Partitioning With Embeddings. Unsupervised Adversarial Image Inpainting. Kernel and Rich Regimes in Overparametrized Models. Real-Time Quality Assessment of Pediatric MRI via Semi-Supervised Deep Nonlocal Residual Neural Networks. Recurrent Instance Segmentation using Sequences of Referri …

Paper Group ANR 1315

January 27, 2020

Towards Geocoding Spatial Expressions. A Novel Approach for Robust Multi Human Action Detection and Recognition based on 3-Dimentional Convolutional Neural Networks. TARN: Temporal Attentive Relation Network for Few-Shot and Zero-Shot Action Recognition. Exploration of Neural Machine Translation in Autoformalization of Mathematics in Mizar. Influen …

Paper Group ANR 1401

January 26, 2020

SPGNet: Semantic Prediction Guidance for Scene Parsing. Program-Guided Image Manipulators. Lunar surface image restoration using U-net based deep neural networks. Clustering of solutions in the symmetric binary perceptron. Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation. Generating 3D People in Scenes without People. …

Paper Group ANR 1431

January 26, 2020

Query-Focused Scenario Construction. A Unified Framework for Marketing Budget Allocation. Generative Models for Automatic Chemical Design. RETRO: Relation Retrofitting For In-Database Machine Learning on Textual Data. Accelerating Reinforcement Learning with Suboptimal Guidance. On sample complexity of neural networks. Turbo Learning Framework for …

Paper Group ANR 1480

January 26, 2020

Learning latent state representation for speeding up exploration. Improving Generalization in Coreference Resolution via Adversarial Training. Non-convex Penalty for Tensor Completion and Robust PCA. Controllable Length Control Neural Encoder-Decoder via Reinforcement Learning. A New Distribution-Free Concept for Representing, Comparing, and Propag …

Paper Group ANR 1556

January 26, 2020

Knowledge Enhanced Attention for Robust Natural Language Inference. DLBC: A Deep Learning-Based Consensus in Blockchains for Deep Learning Services. Frame-Recurrent Video Inpainting by Robust Optical Flow Inference. Riemannian optimization on the simplex of positive definite matrices. Embedding Biomedical Ontologies by Jointly Encoding Network Stru …

Paper Group ANR 1611

January 26, 2020

C2S2: Cost-aware Channel Sparse Selection for Progressive Network Pruning. Understanding Stability of Medical Concept Embeddings: Analysis and Prediction. Multilingual Multi-Domain Adaptation Approaches for Neural Machine Translation. Crowdsourcing and Validating Event-focused Emotion Corpora for German and English. Deep Learning Fundus Image Analy …

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 1778

January 25, 2020

End-to-End Learning of Multi-scale Convolutional Neural Network for Stereo Matching. QuesNet: A Unified Representation for Heterogeneous Test Questions. TW-SMNet: Deep Multitask Learning of Tele-Wide Stereo Matching. On Transfer Learning For Chatter Detection in Turning Using Wavelet Packet Transform and Empirical Mode Decomposition. Learning from …

Paper Group NANR 77

January 25, 2020

Localization of Deep Inpainting Using High-Pass Fully Convolutional Network. KU_ai at MEDIQA 2019: Domain-specific Pre-training and Transfer Learning for Medical NLI. Parallel Optimal Transport GAN. An Analysis of Composite Neural Network Performance from Function Composition Perspective. Cross-lingual Transfer Learning and Multitask Learning for …

Paper Group NANR 87

January 25, 2020

Talk The Walk: Navigating Grids in New York City through Grounded Dialogue. Serial Recall Effects in Neural Language Modeling. Learning Morphosyntactic Analyzers from the Bible via Iterative Annotation Projection across 26 Languages. Neural Machine Translation with Reordering Embeddings. Auditing Deep Learning processes through Kernel-based Explana …

Paper Group NAWR 25

January 25, 2020

Partitioning Structure Learning for Segmented Linear Regression Trees. Yes, we can! Mining Arguments in 50 Years of US Presidential Campaign Debates. Approximate Feature Collisions in Neural Nets. A Streamlined Method for Sourcing Discourse-level Argumentation Annotations from the Crowd. Optimal Sparsity-Sensitive Bounds for Distributed Mean Estima …