Data Augmentation

Paper Group ANR 1080

Paper Group ANR 1080

January 27, 2020

Leveraging Contextual Embeddings for Detecting Diachronic Semantic Shift. How to improve CNN-based 6-DoF camera pose estimation. Linking Art through Human Poses. Solving The Exam Scheduling Problems in Central Exams With Genetic Algorithms. Training Data Augmentation for Context-Sensitive Neural Lemmatization Using Inflection Tables and Raw Text. M …
Paper Group ANR 1100

Paper Group ANR 1100

January 27, 2020

Gradient-Aware Model-based Policy Search. Quantifying the alignment of graph and features in deep learning. Incremental Visual-Inertial 3D Mesh Generation with Structural Regularities. On the Need for Topology-Aware Generative Models for Manifold-Based Defenses. Closing the gap towards end-to-end autonomous vehicle system. Quantified Constraint Han …
Paper Group ANR 1106

Paper Group ANR 1106

January 27, 2020

Look Further to Recognize Better: Learning Shared Topics and Category-Specific Dictionaries for Open-Ended 3D Object Recognition. Efficient data augmentation using graph imputation neural networks. Multiple Futures Prediction. Best-First Width Search for Multi Agent Privacy-preserving Planning. Deterministic and Bayesian Neural Networks for Low-lat …
Paper Group ANR 1107

Paper Group ANR 1107

January 27, 2020

Barcodes as summary of objective function’s topology. Random Quadratic Forms with Dependence: Applications to Restricted Isometry and Beyond. Artificial Intelligence: the global landscape of ethics guidelines. Investigating Writing Style Development in High School. Developing Computational Models of Social Assistance to Guide Socially Assistive Rob …
Paper Group ANR 1109

Paper Group ANR 1109

January 27, 2020

A novel algorithm for segmentation of leukocytes in peripheral blood. Making Classical Machine Learning Pipelines Differentiable: A Neural Translation Approach. Efficient Adversarial Training with Transferable Adversarial Examples. Visual Rhythm Prediction with Feature-Aligning Network. Long-Range Indoor Navigation with PRM-RL. Quantum Expectation- …
Paper Group ANR 1113

Paper Group ANR 1113

January 27, 2020

On Classifying Sepsis Heterogeneity in the ICU: Insight Using Machine Learning. HCNAF: Hyper-Conditioned Neural Autoregressive Flow and its Application for Probabilistic Occupancy Map Forecasting. FfDL : A Flexible Multi-tenant Deep Learning Platform. Attention Based Neural Architecture for Rumor Detection with Author Context Awareness. Learning Mi …
Paper Group ANR 1121

Paper Group ANR 1121

January 27, 2020

Front2Back: Single View 3D Shape Reconstruction via Front to Back Prediction. Crowd Counting on Images with Scale Variation and Isolated Clusters. Viability of machine learning to reduce workload in systematic review screenings in the health sciences: a working paper. SizeNet: Weakly Supervised Learning of Visual Size and Fit in Fashion Images. Aug …
Paper Group ANR 1138

Paper Group ANR 1138

January 27, 2020

An Effective and Efficient Method for Detecting Hands in Egocentric Videos for Rehabilitation Applications. Human-Robot Collaboration via Deep Reinforcement Learning of Real-World Interactions. 26ms Inference Time for ResNet-50: Towards Real-Time Execution of all DNNs on Smartphone. Texture CNN for Histopathological Image Classification. PAC Identi …
Paper Group ANR 1144

Paper Group ANR 1144

January 27, 2020

Estimation of crowd density applying wavelet transform and machine learning. NeuroPod: a real-time neuromorphic spiking CPG applied to robotics. Discriminative Video Representation Learning Using Support Vector Classifiers. Water Supply Prediction Based on Initialized Attention Residual Network. Recent Trends in Deep Learning Based Personality Dete …
Paper Group ANR 1149

Paper Group ANR 1149

January 27, 2020

On Boosting Semantic Street Scene Segmentation with Weak Supervision. Intra-clip Aggregation for Video Person Re-identification. Bridging Stereo Matching and Optical Flow via Spatiotemporal Correspondence. Multi-Scale Body-Part Mask Guided Attention for Person Re-identification. Person Re-identification with Metric Learning using Privileged Informa …
Paper Group ANR 1158

Paper Group ANR 1158

January 27, 2020

Data augmentation for low resource sentiment analysis using generative adversarial networks. The excluded area of two-dimensional hard particles. Efficient video indexing for monitoring disease activity and progression in the upper gastrointestinal tract. TreeCaps: Tree-Structured Capsule Networks for Program Source Code Processing. Cross-Lingual S …
Paper Group ANR 1159

Paper Group ANR 1159

January 27, 2020

Interactive Plan Explicability in Human-Robot Teaming. Deep Convolutional Spiking Neural Networks for Image Classification. Gradient Descent can Learn Less Over-parameterized Two-layer Neural Networks on Classification Problems. A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency. Multiple Linear Regression Ha …
Paper Group ANR 1160

Paper Group ANR 1160

January 27, 2020

Exploring Stereovision-Based 3-D Scene Reconstruction for Augmented Reality. Challenging the Boundaries of Speech Recognition: The MALACH Corpus. A New CGAN Technique for Constrained Topology Design Optimization. MemGuard: Defending against Black-Box Membership Inference Attacks via Adversarial Examples. Remote Heart Rate Measurement from Highly Co …
Paper Group ANR 1161

Paper Group ANR 1161

January 27, 2020

Dialog State Tracking with Reinforced Data Augmentation. Deep Weisfeiler-Lehman Assignment Kernels via Multiple Kernel Learning. SPair-71k: A Large-scale Benchmark for Semantic Correspondence. Optimized Preprocessing and Machine Learning for Quantitative Raman Spectroscopy in Biology. Self-Training for End-to-End Speech Recognition. Expressing Visu …
Paper Group ANR 1164

Paper Group ANR 1164

January 27, 2020

InstructableCrowd: Creating IF-THEN Rules for Smartphones via Conversations with the Crowd. Skin Lesion Analyser: An Efficient Seven-Way Multi-Class Skin Cancer Classification Using MobileNet. Partial differential equation regularization for supervised machine learning. Memory-Efficient Episodic Control Reinforcement Learning with Dynamic Online k- …
Paper Group ANR 1172

Paper Group ANR 1172

January 27, 2020

Improving Neural Protein-Protein Interaction Extraction with Knowledge Selection. Self-supervised learning for autonomous vehicles perception: A conciliation between analytical and learning methods. Measuring the intelligence of an idealized mechanical knowing agent. Incorporating Symbolic Sequential Modeling for Speech Enhancement. Identify treatm …
Paper Group ANR 1174

Paper Group ANR 1174

January 27, 2020

Enforcing Deterministic Constraints on Generative Adversarial Networks for Emulating Physical Systems. A Combination of Temporal Sequence Learning and Data Description for Anomaly-based NIDS. Dynamic Context Correspondence Network for Semantic Alignment. Locally adaptive activation functions with slope recovery term for deep and physics-informed ne …
Paper Group ANR 1178

Paper Group ANR 1178

January 27, 2020

Knowledge Authoring and Question Answering with KALM. Stochastic Channel-Based Federated Learning for Medical Data Privacy Preserving. SCE: A manifold regularized set-covering method for data partitioning. BUT System Description to VoxCeleb Speaker Recognition Challenge 2019. Small Target Detection for Search and Rescue Operations using Distributed …
Paper Group ANR 1179

Paper Group ANR 1179

January 27, 2020

On the Consistency of Top-k Surrogate Losses. Interactive Text Ranking with Bayesian Optimisation: A Case Study on Community QA and Summarisation. The role of a layer in deep neural networks: a Gaussian Process perspective. Minimizing Negative Transfer of Knowledge in Multivariate Gaussian Processes: A Scalable and Regularized Approach. Octree guid …
Paper Group ANR 1181

Paper Group ANR 1181

January 27, 2020

Rank Aggregation via Heterogeneous Thurstone Preference Models. 3D Rigid Motion Segmentation with Mixed and Unknown Number of Models. Learning to estimate label uncertainty for automatic radiology report parsing. Learning from a Teacher using Unlabeled Data. Video Stitching for Linear Camera Arrays. Information in Infinite Ensembles of Infinitely-W …
Paper Group ANR 1193

Paper Group ANR 1193

January 27, 2020

$\mathcal{G}$-softmax: Improving Intra-class Compactness and Inter-class Separability of Features. Adaptive Segmentation of Knee Radiographs for Selecting the Optimal ROI in Texture Analysis. Response of Selective Attention in Middle Temporal Area. Learning Numeral Embeddings. Weighted Mean Curvature. Augmented Utilitarianism for AGI Safety. An Eff …
Paper Group ANR 1202

Paper Group ANR 1202

January 27, 2020

The Attack Generator: A Systematic Approach Towards Constructing Adversarial Attacks. On the Adversarial Robustness of Neural Networks without Weight Transport. Simultaneous prediction of multiple outcomes using revised stacking algorithms. Elaboration Tolerant Representation of Markov Decision Process via Decision-Theoretic Extension of Probabilis …
Paper Group ANR 1213

Paper Group ANR 1213

January 27, 2020

Efficient EM-Variational Inference for Hawkes Process. Expressive mechanisms for equitable rent division on a budget. Contracting Implicit Recurrent Neural Networks: Stable Models with Improved Trainability. What’s in the box? Explaining the black-box model through an evaluation of its interpretable features. Nucleus Neural Network: A Data-driven S …
Paper Group ANR 1222

Paper Group ANR 1222

January 27, 2020

Reducing the Model Variance of a Rectal Cancer Segmentation Network. Learning to Speak and Act in a Fantasy Text Adventure Game. An Evolutionary Algorithm of Linear complexity: Application to Training of Deep Neural Networks. Algorithms for $\ell_p$-based semi-supervised learning on graphs. From Visual to Acoustic Question Answering. Metric-based R …
Paper Group ANR 1227

Paper Group ANR 1227

January 27, 2020

AraNet: A Deep Learning Toolkit for Arabic Social Media. XceptionTime: A Novel Deep Architecture based on Depthwise Separable Convolutions for Hand Gesture Classification. Personalized Re-ranking for Recommendation. Driving Reinforcement Learning with Models. Learning deep representations for video-based intake gesture detection. State Representati …
Paper Group ANR 1233

Paper Group ANR 1233

January 27, 2020

Deep Motion Blur Removal Using Noisy/Blurry Image Pairs. Aspect Category Detection via Topic-Attention Network. Multi-Temporal Recurrent Neural Networks For Progressive Non-Uniform Single Image Deblurring With Incremental Temporal Training. Towards multi-sequence MR image recovery from undersampled k-space data. The Practicality of Stochastic Optim …
Paper Group ANR 1235

Paper Group ANR 1235

January 27, 2020

Flexible Conditional Image Generation of Missing Data with Learned Mental Maps. Business Process Variant Analysis based on Mutual Fingerprints of Event Logs. How Effectively Can Indoor Wireless Positioning Relieve Visual Tracking Pains: A Camera-Rao Bound Viewpoint. SoftGAN: Learning generative models efficiently with application to CycleGAN Voice …
Paper Group ANR 1236

Paper Group ANR 1236

January 27, 2020

The Similarity-Consensus Regularized Multi-view Learning for Dimension Reduction. Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering. Visualizing Point Cloud Classifiers by Curvature Smoothing. Computational Ceramicology. Improving N-gram Language Models with Pre-trained Deep Transformer. On-line Search History-assiste …