Data Augmentation

Paper Group AWR 10

Paper Group AWR 10

July 30, 2019

Reflection Separation Using Guided Annotation. S$^3$FD: Single Shot Scale-invariant Face Detector. UntrimmedNets for Weakly Supervised Action Recognition and Detection. Classical Structured Prediction Losses for Sequence to Sequence Learning. Learning to diagnose from scratch by exploiting dependencies among labels. Image Quality Assessment Guided …
Paper Group AWR 15

Paper Group AWR 15

July 30, 2019

Analysis and Optimization of Convolutional Neural Network Architectures. Batch-based Activity Recognition from Egocentric Photo-Streams Revisited. Temporally-Reweighted Chinese Restaurant Process Mixtures for Clustering, Imputing, and Forecasting Multivariate Time Series. Generating Multi-label Discrete Patient Records using Generative Adversarial …
Paper Group AWR 17

Paper Group AWR 17

July 30, 2019

Learning Disentangled Representations with Semi-Supervised Deep Generative Models. Lagged Exact Bayesian Online Changepoint Detection with Parameter Estimation. Deep Air Learning: Interpolation, Prediction, and Feature Analysis of Fine-grained Air Quality. Grammar Variational Autoencoder. Constrained Policy Optimization. Deep Reinforcement Learning …
Paper Group AWR 23

Paper Group AWR 23

July 30, 2019

Estimating Missing Data in Temporal Data Streams Using Multi-directional Recurrent Neural Networks. A Simple Exponential Family Framework for Zero-Shot Learning. Deep Generative Adversarial Networks for Compressed Sensing Automates MRI. Deep Learning Sparse Ternary Projections for Compressed Sensing of Images. Pixie: A System for Recommending 3+ Bi …
Paper Group AWR 29

Paper Group AWR 29

July 30, 2019

Bayesian fairness. Mask R-CNN. The Emergence of Canalization and Evolvability in an Open-Ended, Interactive Evolutionary System. eXpose: A Character-Level Convolutional Neural Network with Embeddings For Detecting Malicious URLs, File Paths and Registry Keys. SMILES Enumeration as Data Augmentation for Neural Network Modeling of Molecules. Online R …
Paper Group AWR 30

Paper Group AWR 30

July 30, 2019

Cross-linguistic differences and similarities in image descriptions. HotFlip: White-Box Adversarial Examples for Text Classification. SMILES2Vec: An Interpretable General-Purpose Deep Neural Network for Predicting Chemical Properties. Sharp Minima Can Generalize For Deep Nets. Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learnin …
Paper Group AWR 32

Paper Group AWR 32

July 30, 2019

In-Bed Pose Estimation: Deep Learning with Shallow Dataset. Overview of the NLPCC 2017 Shared Task: Chinese News Headline Categorization. Lifelong Learning with Dynamically Expandable Networks. Attacking Binarized Neural Networks. Triple Generative Adversarial Nets. Simple Online and Realtime Tracking with a Deep Association Metric. ExprGAN: Facial …
Paper Group AWR 41

Paper Group AWR 41

July 30, 2019

Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis. Kernalised Multi-resolution Convnet for Visual Tracking. Neural Question Generation from Text: A Preliminary Study. An Analysis of Parallelized Motion Masking Using Dual-Mode Single Gaussian Models. Towards Principled Methods for Training …
Paper Group AWR 42

Paper Group AWR 42

July 30, 2019

Automatic Classification of Bright Retinal Lesions via Deep Network Features. A Hybrid Convolutional Variational Autoencoder for Text Generation. A Bayesian Data Augmentation Approach for Learning Deep Models. Rank Pruning for Dominance Queries in CP-Nets. REBAR: Low-variance, unbiased gradient estimates for discrete latent variable models. Fisher- …
Paper Group AWR 52

Paper Group AWR 52

July 30, 2019

On the Effectiveness of Discretizing Quantitative Attributes in Linear Classifiers. FCN-rLSTM: Deep Spatio-Temporal Neural Networks for Vehicle Counting in City Cameras. Indirect Supervision for Relation Extraction using Question-Answer Pairs. Faster independent component analysis by preconditioning with Hessian approximations. DeepAR: Probabilisti …
Paper Group AWR 71

Paper Group AWR 71

July 30, 2019

Learning SO(3) Equivariant Representations with Spherical CNNs. Open-World Knowledge Graph Completion. Should Robots be Obedient?. Learning a Generative Model for Validity in Complex Discrete Structures. Trainable Greedy Decoding for Neural Machine Translation. Wavelet Convolutional Neural Networks for Texture Classification. Fast Meta-Learning for …
Paper Group AWR 75

Paper Group AWR 75

July 30, 2019

A Particle Swarm Optimization-based Flexible Convolutional Auto-Encoder for Image Classification. The Space of Transferable Adversarial Examples. Relaxed Oracles for Semi-Supervised Clustering. Tensor Regression Networks with various Low-Rank Tensor Approximations. Detect to Track and Track to Detect. Offline bilingual word vectors, orthogonal tran …
Paper Group ANR 100

Paper Group ANR 100

July 29, 2019

Robust Data Geometric Structure Aligned Close yet Discriminative Domain Adaptation. Emotional Filters: Automatic Image Transformation for Inducing Affect. Unlocking the Potential of Simulators: Design with RL in Mind. Prostate Cancer Diagnosis using Deep Learning with 3D Multiparametric MRI. Variational Joint Filtering. Minimal Solvers for Monocula …
Paper Group ANR 117

Paper Group ANR 117

July 29, 2019

Computer methods for 3D motion tracking in real-time. Illuminant Spectra-based Source Separation Using Flash Photography. ES Is More Than Just a Traditional Finite-Difference Approximator. Global optimization for low-dimensional switching linear regression and bounded-error estimation. Predicting Positive and Negative Links with Noisy Queries: Theo …
Paper Group ANR 121

Paper Group ANR 121

July 29, 2019

End-to-end Face Detection and Cast Grouping in Movies Using Erdős-Rényi Clustering. A textual transform of multivariate time-series for prognostics. Two-dimensional Anti-jamming Mobile Communication Based on Reinforcement Learning. Robust Computer Algebra, Theorem Proving, and Oracle AI. Modeling of the Latent Embedding of Music using Deep Neural N …
Paper Group ANR 129

Paper Group ANR 129

July 29, 2019

Global and Local Information Based Deep Network for Skin Lesion Segmentation. Mahalanonbis Distance Informed by Clustering. A Neural Network model with Bidirectional Whitening. Automatic breast cancer grading in lymph nodes using a deep neural network. Language Transfer of Audio Word2Vec: Learning Audio Segment Representations without Target Langua …
Paper Group ANR 14

Paper Group ANR 14

July 29, 2019

The Meaning Factory at SemEval-2017 Task 9: Producing AMRs with Neural Semantic Parsing. Concave losses for robust dictionary learning. Data-Driven Dialogue Systems for Social Agents. Model enumeration in propositional circumscription via unsatisfiable core analysis. Small Moving Window Calibration Models for Soft Sensing Processes with Limited His …
Paper Group ANR 160

Paper Group ANR 160

July 29, 2019

DeepConfig: Automating Data Center Network Topologies Management with Machine Learning. On Improving the Capacity of Solving Large-scale Wireless Network Design Problems by Genetic Algorithms. Deep Stacking Networks for Low-Resource Chinese Word Segmentation with Transfer Learning. Variable Annealing Length and Parallelism in Simulated Annealing. A …
Paper Group ANR 30

Paper Group ANR 30

July 29, 2019

A Face Fairness Framework for 3D Meshes. Tunable GMM Kernels. A Foundry of Human Activities and Infrastructures. Computational Techniques in Multispectral Image Processing: Application to the Syriac Galen Palimpsest. Learning the Morphology of Brain Signals Using Alpha-Stable Convolutional Sparse Coding. Parallel Multi Channel Convolution using Gen …
Paper Group ANR 42

Paper Group ANR 42

July 29, 2019

Likelihood Estimation for Generative Adversarial Networks. Spectral-spatial classification of hyperspectral images: three tricks and a new supervised learning setting. Does Normalization Methods Play a Role for Hyperspectral Image Classification?. Asynchronous Announcements. Continuous Multimodal Emotion Recognition Approach for AVEC 2017. Signal a …
Paper Group ANR 46

Paper Group ANR 46

July 29, 2019

Investigating the feature collection for semantic segmentation via single skip connection. Learning Policies for Adaptive Tracking with Deep Feature Cascades. Patchnet: Interpretable Neural Networks for Image Classification. Sentiment analysis based on rhetorical structure theory: Learning deep neural networks from discourse trees. Bridging the Gap …
Paper Group ANR 50

Paper Group ANR 50

July 29, 2019

Sequential detection of low-rank changes using extreme eigenvalues. Neuro-RAM Unit with Applications to Similarity Testing and Compression in Spiking Neural Networks. Improving LSTM-CTC based ASR performance in domains with limited training data. Deep Diagnostics: Applying Convolutional Neural Networks for Vessels Defects Detection. Linguistic Mark …
Paper Group ANR 52

Paper Group ANR 52

July 29, 2019

A Security Monitoring Framework For Virtualization Based HEP Infrastructures. Speech Recognition Challenge in the Wild: Arabic MGB-3. An Edge Driven Wavelet Frame Model for Image Restoration. Simultaneous Detection and Quantification of Retinal Fluid with Deep Learning. Gradient-enhanced kriging for high-dimensional problems. Multiple Context-Free …
Paper Group ANR 63

Paper Group ANR 63

July 29, 2019

Data Augmentation in Emotion Classification Using Generative Adversarial Networks. All that is English may be Hindi: Enhancing language identification through automatic ranking of likeliness of word borrowing in social media. On Principal Components Regression, Random Projections, and Column Subsampling. Motion-Appearance Interactive Encoding for O …
Paper Group ANR 70

Paper Group ANR 70

July 29, 2019

Nonsparse learning with latent variables. Image Reconstruction using Matched Wavelet Estimated from Data Sensed Compressively using Partial Canonical Identity Matrix. Interactive Music Generation with Positional Constraints using Anticipation-RNNs. Adversarial Feature Augmentation for Unsupervised Domain Adaptation. Deep Domain Adaptation by Geodes …
Paper Group AWR 105

Paper Group AWR 105

July 29, 2019

Two-stream Flow-guided Convolutional Attention Networks for Action Recognition. Deep Voice: Real-time Neural Text-to-Speech. An Interpretable and Sparse Neural Network Model for Nonlinear Granger Causality Discovery. GP-GAN: Gender Preserving GAN for Synthesizing Faces from Landmarks. Incorporation of prior knowledge of the signal behavior into the …
Paper Group AWR 109

Paper Group AWR 109

July 29, 2019

Geometric GAN. Ridiculously Fast Shot Boundary Detection with Fully Convolutional Neural Networks. Conditional Image-Text Embedding Networks. Cost Adaptation for Robust Decentralized Swarm Behaviour. Learning Discrete Representations via Information Maximizing Self-Augmented Training. TextureGAN: Controlling Deep Image Synthesis with Texture Patche …
Paper Group AWR 112

Paper Group AWR 112

July 29, 2019

Detailed, accurate, human shape estimation from clothed 3D scan sequences. Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks. Learning to Rank Question-Answer Pairs using Hierarchical Recurrent Encoder with Latent Topic Clustering. On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation St …