Super-Resolution

Paper Group AWR 103

October 21, 2019

Efficient Neural Architecture Search via Parameter Sharing. Divergence Triangle for Joint Training of Generator Model, Energy-based Model, and Inference Model. NeuroX: A Toolkit for Analyzing Individual Neurons in Neural Networks. nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation. Interactive Semantic Parsing for If-Then R …

Paper Group AWR 118

October 21, 2019

Universal Dependency Parsing with a General Transition-Based DAG Parser. Modeling Composite Labels for Neural Morphological Tagging. Deep-speare: A Joint Neural Model of Poetic Language, Meter and Rhyme. Hashing with Mutual Information. GAN Q-learning. 3DSRnet: Video Super-resolution using 3D Convolutional Neural Networks. Cross-lingual Argumentati …

Paper Group AWR 129

October 21, 2019

An Effective Single-Image Super-Resolution Model Using Squeeze-and-Excitation Networks. When Vehicles See Pedestrians with Phones:A Multi-Cue Framework for Recognizing Phone-based Activities of Pedestrians. Consistent Robust Adversarial Prediction for General Multiclass Classification. Dynamic Vision Sensors for Human Activity Recognition. Inhibite …

Paper Group AWR 135

October 21, 2019

Learning Warped Guidance for Blind Face Restoration. Precision and Recall for Time Series. Gradient and Newton Boosting for Classification and Regression. Towards Highly Accurate and Stable Face Alignment for High-Resolution Videos. On Robust Trimming of Bayesian Network Classifiers. Breaking NLI Systems with Sentences that Require Simple Lexical I …

Paper Group AWR 139

October 21, 2019

Handling Incomplete Heterogeneous Data using VAEs. N-Gram Graph: Simple Unsupervised Representation for Graphs, with Applications to Molecules. Deep Defense: Training DNNs with Improved Adversarial Robustness. Using Deep Learning to Extend the Range of Air-Pollution Monitoring and Forecasting. Image Super-Resolution via Dual-State Recurrent Network …

Paper Group AWR 144

October 21, 2019

GLoMo: Unsupervisedly Learned Relational Graphs as Transferable Representations. XNMT: The eXtensible Neural Machine Translation Toolkit. No-Frills Human-Object Interaction Detection: Factorization, Layout Encodings, and Training Techniques. Weakly Supervised Deep Recurrent Neural Networks for Basic Dance Step Generation. Learning to Run challenge …

Paper Group AWR 166

October 21, 2019

Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors. Spatially Transformed Adversarial Examples. Variational Inference for Policy Gradient. Residual Dense Network for Image Super-Resolution. Learning Joint Semantic Parsers from Disjoint Data. TDAN: Temporally Deformable Alignment Network for Video Super-Resolution. …

Paper Group AWR 22

October 21, 2019

Detect-to-Retrieve: Efficient Regional Aggregation for Image Search. Bayesian CycleGAN via Marginalizing Latent Sampling. A Review of Different Word Embeddings for Sentiment Classification using Deep Learning. Do-It-Yourself Single Camera 3D Pointer Input Device. Building a Word Segmenter for Sanskrit Overnight. Dealing with Unknown Unknowns: Ident …

Paper Group AWR 42

October 21, 2019

Soft-PHOC Descriptor for End-to-End Word Spotting in Egocentric Scene Images. Deep Cascade Multi-task Learning for Slot Filling in Online Shopping Assistant. Improved Sample Complexity for Stochastic Compositional Variance Reduced Gradient. Approximate Leave-One-Out for High-Dimensional Non-Differentiable Learning Problems. Attentive Sequence to Se …

Paper Group AWR 47

October 21, 2019

Structured Variational Learning of Bayesian Neural Networks with Horseshoe Priors. Weakly Supervised Object Detection in Artworks. Certified Adversarial Robustness with Additive Noise. CubeSLAM: Monocular 3D Object SLAM. Unsupervised Alignment of Embeddings with Wasserstein Procrustes. Perfect Match: A Simple Method for Learning Representations For …

Paper Group AWR 57

October 21, 2019

Concolic Testing for Deep Neural Networks. Active Neural Localization. Fast Convex Pruning of Deep Neural Networks. A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation. Improving Review Representations with User Attention and Product Attention for Sentiment Classification. dhSegment: A generic deep-learning …

Paper Group AWR 6

October 21, 2019

Bayesian sparse reconstruction: a brute-force approach to astronomical imaging and machine learning. AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification. Hierarchical Quantized Representations for Script Generation. Simple Baselines for Human Pose Estimation and Tracking. Mapping In …

Paper Group AWR 60

October 21, 2019

NeuralREG: An end-to-end approach to referring expression generation. Generating Easy-to-Understand Referring Expressions for Target Identifications. Reparameterization Gradient for Non-differentiable Models. Convolutional Social Pooling for Vehicle Trajectory Prediction. CSV: Image Quality Assessment Based on Color, Structure, and Visual System. L …

Paper Group AWR 72

October 21, 2019

Deep Clustering for Unsupervised Learning of Visual Features. The Emotional Voices Database: Towards Controlling the Emotion Dimension in Voice Generation Systems. Learning in Variational Autoencoders with Kullback-Leibler and Renyi Integral Bounds. Improving Entity Linking by Modeling Latent Relations between Mentions. Neural Network Quine. MIZAN: …

Paper Group AWR 8

October 21, 2019

Fast, Precise Myelin Water Quantification using DESS MRI and Kernel Learning. Iterative Document Representation Learning Towards Summarization with Polishing. Unsupervised domain adaptation for medical imaging segmentation with self-ensembling. Sparsity-based Defense against Adversarial Attacks on Linear Classifiers. Gated Fusion Network for Joint …

Paper Group AWR 89

October 21, 2019

Neural Network Decoders for Large-Distance 2D Toric Codes. Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells. Real-Time Object Pose Estimation with Pose Interpreter Networks. Visual Re-ranking with Natural Language Understanding for Text Spotting. Multi-Objective De Novo Drug Design with Conditional Graph G …

Paper Group AWR 99

October 21, 2019

BiasedWalk: Biased Sampling for Representation Learning on Graphs. Stacked Cross Attention for Image-Text Matching. Music Mood Detection Based On Audio And Lyrics With Deep Neural Net. Response Ranking with Deep Matching Networks and External Knowledge in Information-seeking Conversation Systems. Big-Little Net: An Efficient Multi-Scale Feature Rep …

Paper Group ANR 27

October 20, 2019

Weighted AdaGrad with Unified Momentum. An Intelligent Extraversion Analysis Scheme from Crowd Trajectories for Surveillance. Task-Driven Super Resolution: Object Detection in Low-resolution Images. Clustering-based Anomaly Detection for microservices. Fusion of hyperspectral and ground penetrating radar to estimate soil moisture. Equivalence of ap …

Paper Group ANR 35

October 20, 2019

Presentation Attack Detection for Cadaver Iris. Hallucinating Dense Optical Flow from Sparse Lidar for Autonomous Vehicles. Omnidirectional CNN for Visual Place Recognition and Navigation. Testing Changes in Communities for the Stochastic Block Model. Fitting New Speakers Based on a Short Untranscribed Sample. Predicting Oral Disintegrating Tablet …

Paper Group ANR 47

October 20, 2019

Positional Cartesian Genetic Programming. Vehicle Detection in Aerial Images. HDM-Net: Monocular Non-Rigid 3D Reconstruction with Learned Deformation Model. Centroid estimation based on symmetric KL divergence for Multinomial text classification problem. Learning through Probing: a decentralized reinforcement learning architecture for social dilemm …

Paper Group ANR 62

October 20, 2019

Image Denoising and Super-Resolution using Residual Learning of Deep Convolutional Network. Radius-margin bounds for deep neural networks. Novel Methods for Enhancing the Performance of Genetic Algorithms. A Unified Framework for Planning in Adversarial and Cooperative Environments. CT organ segmentation using GPU data augmentation, unsupervised la …

Paper Group ANR 99

October 20, 2019

Anomaly Detection for Industrial Big Data. CERES: Distantly Supervised Relation Extraction from the Semi-Structured Web. Location Augmentation for CNN. Field-weighted Factorization Machines for Click-Through Rate Prediction in Display Advertising. Multi-Level Deep Cascade Trees for Conversion Rate Prediction in Recommendation System. Generative Des …

Paper Group AWR 173

October 20, 2019

Residual Dense Network for Image Restoration. Change Detection in Graph Streams by Learning Graph Embeddings on Constant-Curvature Manifolds. textTOvec: Deep Contextualized Neural Autoregressive Topic Models of Language with Distributed Compositional Prior. Document Informed Neural Autoregressive Topic Models with Distributional Prior. Deep Neural …

Paper Group AWR 179

October 20, 2019

Cell Detection with Star-convex Polygons. Adaptive Scaling for Sparse Detection in Information Extraction. Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies. Regularization by architecture: A deep prior approach for inverse problems. Multimodal Sensor Fusion In Single Thermal image Super-Resolution. CHALET: Cornell Hou …

Paper Group AWR 181

October 20, 2019

A Fully Progressive Approach to Single-Image Super-Resolution. AdGraph: A Graph-Based Approach to Ad and Tracker Blocking. Sliced Recurrent Neural Networks. KS(conf ): A Light-Weight Test if a ConvNet Operates Outside of Its Specifications. ChronoNet: A Deep Recurrent Neural Network for Abnormal EEG Identification. End2You – The Imperial Toolkit f …

Paper Group AWR 193

October 20, 2019

The Knowref Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora Resolution. EnsNet: Ensconce Text in the Wild. A Graph-to-Sequence Model for AMR-to-Text Generation. Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction. RFCDE: Random Forests for Conditional De …

Paper Group AWR 195

October 20, 2019

Robust Lexical Features for Improved Neural Network Named-Entity Recognition. Multi-view Banded Spectral Clustering with Application to ICD9 Clustering. Wikipedia2Vec: An Efficient Toolkit for Learning and Visualizing the Embeddings of Words and Entities from Wikipedia. SESR: Single Image Super Resolution with Recursive Squeeze and Excitation Netwo …

Paper Group AWR 208

October 20, 2019

Attentive Neural Network for Named Entity Recognition in Vietnamese. Disentangling Disentanglement in Variational Autoencoders. The Information Autoencoding Family: A Lagrangian Perspective on Latent Variable Generative Models. Implicit Argument Prediction with Event Knowledge. Intel nGraph: An Intermediate Representation, Compiler, and Executor fo …