Image Augmentation

Paper Group AWR 49

February 2, 2020

Learning Spatial Fusion for Single-Shot Object Detection. On the Importance of Word Boundaries in Character-level Neural Machine Translation. Putting An End to End-to-End: Gradient-Isolated Learning of Representations. Discriminative Neural Clustering for Speaker Diarisation. Learning Raw Image Denoising with Bayer Pattern Unification and Bayer Pre …

Paper Group AWR 66

February 2, 2020

Grammatical Error Correction in Low-Resource Scenarios. An End-to-End Neighborhood-based Interaction Model for Knowledge-enhanced Recommendation. Click-Through Rate Prediction with the User Memory Network. DenseFusion: 6D Object Pose Estimation by Iterative Dense Fusion. Heavy-tailed kernels reveal a finer cluster structure in t-SNE visualisations. …

Paper Group AWR 114

February 1, 2020

High-Resolution Representations for Labeling Pixels and Regions. Differentially Private Mixed-Type Data Generation For Unsupervised Learning. Controllable List-wise Ranking for Universal No-reference Image Quality Assessment. Learning joint reconstruction of hands and manipulated objects. Unstructured Multi-View Depth Estimation Using Mask-Based Mu …

Paper Group AWR 162

February 1, 2020

DiffEqFlux.jl - A Julia Library for Neural Differential Equations. Equalized odds postprocessing under imperfect group information. Pre-Training with Whole Word Masking for Chinese BERT. Pan-tilt-zoom SLAM for Sports Videos. DenseNet Models for Tiny ImageNet Classification. Unsupervised Embedding Learning via Invariant and Spreading Instance Featur …

Paper Group AWR 169

February 1, 2020

Keeping Your Distance: Solving Sparse Reward Tasks Using Self-Balancing Shaped Rewards. Mixture Models for Diverse Machine Translation: Tricks of the Trade. Factor Graph Neural Network. Scoring Sentence Singletons and Pairs for Abstractive Summarization. word2word: A Collection of Bilingual Lexicons for 3,564 Language Pairs. Primal-Dual Block Frank …

Paper Group AWR 355

February 1, 2020

Adapting Multilingual Neural Machine Translation to Unseen Languages. Adversarial Policy Gradient for Deep Learning Image Augmentation. TalkSumm: A Dataset and Scalable Annotation Method for Scientific Paper Summarization Based on Conference Talks. Story Ending Prediction by Transferable BERT. Learning Optimal Data Augmentation Policies via Bayesia …

Paper Group AWR 365

February 1, 2020

A Tsetlin Machine with Multigranular Clauses. In Conclusion Not Repetition: Comprehensive Abstractive Summarization With Diversified Attention Based On Determinantal Point Processes. Tha3aroon at NSURL-2019 Task 8: Semantic Question Similarity in Arabic. Adversarial Augmentation for Enhancing Classification of Mammography Images. Persistent Homolog …

Paper Group AWR 366

February 1, 2020

Robust sound event detection in bioacoustic sensor networks. Learning Metrics from Teachers: Compact Networks for Image Embedding. SciBERT: A Pretrained Language Model for Scientific Text. Noisy Supervision for Correcting Misaligned Cadaster Maps Without Perfect Ground Truth Data. Learning to synthesise the ageing brain without longitudinal data. A …

Paper Group ANR 144

January 31, 2020

GraphSAC: Detecting anomalies in large-scale graphs. Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks. Heuristic Black-box Adversarial Attacks on Video Recognition Models. Fuzzy Semantic Segmentation of Breast Ultrasound Image with Breast Anatomy Constraints. SMART: Skeletal Motion …

Paper Group ANR 161

January 31, 2020

Learning to Select, Track, and Generate for Data-to-Text. Conditional Hierarchical Bayesian Tucker Decomposition. Continuous-Time Mean-Variance Portfolio Selection: A Reinforcement Learning Framework. Clustering by Directly Disentangling Latent Space. Topology Based Scalable Graph Kernels. Locally Accelerated Conditional Gradients. Label Aware Grap …

Paper Group AWR 395

January 31, 2020

GeoTrackNet-A Maritime Anomaly Detector using Probabilistic Neural Network Representation of AIS Tracks and A Contrario Detection. Efficient Off-Policy Meta-Reinforcement Learning via Probabilistic Context Variables. Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation. Scientific Stateme …

Paper Group AWR 414

January 31, 2020

DeepAlign: Alignment-based Process Anomaly Correction using Recurrent Neural Networks. Implicit Semantic Data Augmentation for Deep Networks. Prose for a Painting. Topics to Avoid: Demoting Latent Confounds in Text Classification. Ranking Policy Gradient. Zero-shot transfer for implicit discourse relation classification. Urban Driving with Conditio …

Paper Group AWR 420

January 31, 2020

A Constructive Approach for One-Shot Training of Neural Networks Using Hypercube-Based Topological Coverings. Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator. SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression. Pre-Training of Deep Bid …

Paper Group ANR 279

January 30, 2020

An Automated Spectral Clustering for Multi-scale Data. PhonSenticNet: A Cognitive Approach to Microtext Normalization for Concept-Level Sentiment Analysis. Group Average Treatment Effects for Observational Studies. A Note On The Popularity of Stochastic Optimization Algorithms in Different Fields: A Quantitative Analysis from 2007 to 2017. Deep Lea …

Paper Group ANR 652

January 29, 2020

Indiscapes: Instance Segmentation Networks for Layout Parsing of Historical Indic Manuscripts. Distributional Reinforcement Learning for Energy-Based Sequential Models. GAN-powered Deep Distributional Reinforcement Learning for Resource Management in Network Slicing. Improved Path-length Regret Bounds for Bandits. Recognition of Images of Korean Ch …

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 780

January 28, 2020

Real-Time Object Detection and Localization in Compressive Sensed Video on Embedded Hardware. Logical reduction of metarules. Forward-backward-forward methods with variance reduction for stochastic variational inequalities. Multi-Span Acoustic Modelling using Raw Waveform Signals. Human Gait Database for Normal Walk Collected by Smart Phone Acceler …

Paper Group ANR 811

January 28, 2020

Decision Support System for Detection and Classification of Skin Cancer using CNN. Adversarial Networks for Camera Pose Regression and Refinement. Winner-Take-All Computation in Spiking Neural Networks. Seeing What a GAN Cannot Generate. Neural Replicator Dynamics. Robot Navigation in Crowds by Graph Convolutional Networks with Attention Learned fr …

Paper Group ANR 1162

January 27, 2020

Can We Distinguish Machine Learning from Human Learning?. Bayesian Neural Decoding Using A Diversity-Encouraging Latent Representation Learning Method. Slot Based Image Augmentation System for Object Detection. A Generalized Framework for Agglomerative Clustering of Signed Graphs applied to Instance Segmentation. Robustness of Neural Networks: A Pr …

Paper Group ANR 1377

January 26, 2020

Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-based CT Image Augmentation for Object Detection. Universal Hysteresis Identification Using Extended Preisach Neural Network. Clouds of Oriented Gradients for 3D Detection of Objects, Surfaces, and Indoor Scene Layouts. Adaptive versus Standard Descent Methods and Robust …

Paper Group ANR 1478

January 26, 2020

Improving Map Re-localization with Deep ‘Movable’ Objects Segmentation on 3D LiDAR Point Clouds. Dual Learning-based Video Coding with Inception Dense Blocks. DeepcomplexMRI: Exploiting deep residual network for fast parallel MR imaging with complex convolution. Recognizing Facial Expressions of Occluded Faces using Convolutional Neural Networks. C …

Paper Group ANR 1482

January 26, 2020

A CNN toolbox for skin cancer classification. Endotracheal Tube Detection and Segmentation in Chest Radiographs using Synthetic Data. Spectral Characterization of functional MRI data on voxel-resolution cortical graphs. Control-Tutored Reinforcement Learning: an application to the Herding Problem. Neural Check-Worthiness Ranking with Weak Supervisi …

Paper Group ANR 1559

January 26, 2020

RoIMix: Proposal-Fusion among Multiple Images for Underwater Object Detection. Density Matrices with metric for Derivational Ambiguity. Path-Restore: Learning Network Path Selection for Image Restoration. PROPS: Probabilistic personalization of black-box sequence models. Learning Shape Priors for Robust Cardiac MR Segmentation from Multi-view Image …

Paper Group ANR 1652

January 25, 2020

Yelp Food Identification via Image Feature Extraction and Classification. An Investigation of Biases in Web Search Engine Query Suggestions. Differentially Private Survival Function Estimation. Random Directional Attack for Fooling Deep Neural Networks. Attentive Action and Context Factorization. Interactive-predictive neural multimodal systems. Le …