Dimensionality Reduction

Paper Group ANR 937

January 28, 2020

Salient Object Detection with Purificatory Mechanism and Structural Similarity Loss. Expanding the Text Classification Toolbox with Cross-Lingual Embeddings. Cross-Representation Transferability of Adversarial Attacks: From Spectrograms to Audio Waveforms. Gradient Noise Convolution (GNC): Smoothing Loss Function for Distributed Large-Batch SGD. DA …

Paper Group ANR 958

January 28, 2020

Input Redundancy for Parameterized Quantum Circuits. Adversarial Neural Network Inversion via Auxiliary Knowledge Alignment. Mumford-Shah Loss Functional for Image Segmentation with Deep Learning. A Retina-inspired Sampling Method for Visual Texture Reconstruction. Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems. Intera …

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 1085

January 27, 2020

Composing Neural Algorithms with Fugu. Capturing Object Detection Uncertainty in Multi-Layer Grid Maps. Towards automated symptoms assessment in mental health. Deep Neural Networks with Auxiliary-Model Regulated Gating for Resilient Multi-Modal Sensor Fusion. BayesNAS: A Bayesian Approach for Neural Architecture Search. Polynomial Neural Networks a …

Paper Group ANR 1086

January 27, 2020

VITAMIN-E: VIsual Tracking And MappINg with Extremely Dense Feature Points. Energy-Based Continuous Inverse Optimal Control. AMAD: Adversarial Multiscale Anomaly Detection on High-Dimensional and Time-Evolving Categorical Data. Neural Network Based Parameter Estimation Method for the Pareto/NBD Model. Compressing GANs using Knowledge Distillation. …

Paper Group ANR 1091

January 27, 2020

Bayesian causal inference via probabilistic program synthesis. Visual Confusion Label Tree For Image Classification. Efficient Toxicity Prediction via Simple Features Using Shallow Neural Networks and Decision Trees. Learning to Rank Broad and Narrow Queries in E-Commerce. Amortized Rejection Sampling in Universal Probabilistic Programming. Princip …

Paper Group ANR 1096

January 27, 2020

Are Outlier Detection Methods Resilient to Sampling?. Practical Semantic Parsing for Spoken Language Understanding. Generative Well-intentioned Networks. Monocular 3D Sway Tracking for Assessing Postural Instability in Cerebral Hypoperfusion During Quiet Standing. Learning Perceptual Inference by Contrasting. Pushing the Frontiers of Unconstrained …

Paper Group ANR 1097

January 27, 2020

Reasoning Over Paragraph Effects in Situations. Characterization and Development of Average Silhouette Width Clustering. An Extensible and Personalizable Multi-Modal Trip Planner. On the Adversarial Robustness of Subspace Learning. Fair quantile regression. Generative Guiding Block: Synthesizing Realistic Looking Variants Capable of Even Large Chan …

Paper Group ANR 1119

January 27, 2020

Revisiting Wedge Sampling for Budgeted Maximum Inner Product Search. Causal inference with Bayes rule. Exploring Semi-supervised Variational Autoencoders for Biomedical Relation Extraction. Fast Bayesian Uncertainty Estimation of Batch Normalized Single Image Super-Resolution Network. Automated detection of celiac disease on duodenal biopsy slides: …

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 1155

January 27, 2020

Motion Capture from Pan-Tilt Cameras with Unknown Orientation. Diversity-Promoting Deep Reinforcement Learning for Interactive Recommendation. Risk of the Least Squares Minimum Norm Estimator under the Spike Covariance Model. DysLexML: Screening Tool for Dyslexia Using Machine Learning. Acoustically Grounded Word Embeddings for Improved Acoustics-t …

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 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 1165

January 27, 2020

Batched Stochastic Bayesian Optimization via Combinatorial Constraints Design. Deep Sparse Band Selection for Hyperspectral Face Recognition. Visualizing and Understanding Generative Adversarial Networks (Extended Abstract). Interpretable BoW Networks for Adversarial Example Detection. Rescaling and other forms of unsupervised preprocessing introdu …

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 1205

January 27, 2020

Consistent Cross-view Matching for Unsupervised Person Re-identification. Bayesian Optimization for Materials Design with Mixed Quantitative and Qualitative Variables. Dynamic Network Embeddings for Network Evolution Analysis. Minimax bounds for structured prediction. Robust Anomaly Detection and Backdoor Attack Detection Via Differential Privacy. …

Paper Group ANR 1214

January 27, 2020

Semantic Analysis of Traffic Camera Data: Topic Signal Extraction and Anomalous Event Detection. Short-and-Sparse Deconvolution – A Geometric Approach. Blind Image Deconvolution using Pretrained Generative Priors. An Optimal Control Approach to Early Stopping Variational Methods for Image Restoration. Edge Heuristic GAN for Non-uniform Blind Deblu …

Paper Group ANR 1215

January 27, 2020

Nonparametric Curve Alignment. Privacy Protection in Street-View Panoramas using Depth and Multi-View Imagery. Learning to Discretize: Solving 1D Scalar Conservation Laws via Deep Reinforcement Learning. Gradient Boosted Decision Tree Neural Network. Frustum VoxNet for 3D object detection from RGB-D or Depth images. Quantitative Depth Quality Asses …

Paper Group ANR 1236

January 27, 2020

Paper Group ANR 1243

January 27, 2020

Slim LSTM networks: LSTM_6 and LSTM_C6. Sound Event Detection in Multichannel Audio using Convolutional Time-Frequency-Channel Squeeze and Excitation. Neural ODEs with stochastic vector field mixtures. Estimation of Body Mass Index from Photographs using Deep Convolutional Neural Networks. Framework for Inferring Following Strategies from Time Seri …

Paper Group ANR 1262

January 27, 2020

Parallel Restarted SPIDER – Communication Efficient Distributed Nonconvex Optimization with Optimal Computation Complexity. From Personalization to Privatization: Meta Matrix Factorization for Private Rating Predictions. Learning Transferable Self-attentive Representations for Action Recognition in Untrimmed Videos with Weak Supervision. A Compara …

Paper Group ANR 1264

January 27, 2020

Approximate matrix completion based on cavity method. Improving CCTA based lesions’ hemodynamic significance assessment by accounting for partial volume modeling in automatic coronary lumen segmentation. Parallelism Theorem and Derived Rules for Parallel Coherent Transformations. Efficient GAN-based method for cyber-intrusion detection. Using dynam …

Paper Group ANR 1269

January 27, 2020

The FACTS of Technology-Assisted Sensitivity Review. k-GANs: Ensemble of Generative Models with Semi-Discrete Optimal Transport. Anytime Lane-Level Intersection Estimation Based on Trajectories of Other Traffic Participants. Data Priming Network for Automatic Check-Out. I-vector Based Features Embedding for Heart Sound Classification. Complicated T …

Paper Group ANR 1271

January 27, 2020

SymmetricNet: A mesoscale eddy detection method based on multivariate fusion data. Translationese as a Language in “Multilingual” NMT. Accurate Robotic Pouring for Serving Drinks. ReNAS:Relativistic Evaluation of Neural Architecture Search. Riemannian joint dimensionality reduction and dictionary learning on symmetric positive definite manifold. A …

Paper Group ANR 1289

January 27, 2020

Fine-Grained Temporal Relation Extraction. Recent Advances in Diversified Recommendation. MindTheStep-AsyncPSGD: Adaptive Asynchronous Parallel Stochastic Gradient Descent. Restricted Isometry Property under High Correlations. Learning Two-View Correspondences and Geometry Using Order-Aware Network. Defensive Quantization: When Efficiency Meets Rob …

Paper Group ANR 1292

January 27, 2020

MM for Penalized Estimation. Learning Selection Masks for Deep Neural Networks. Image Disentanglement and Uncooperative Re-Entanglement for High-Fidelity Image-to-Image Translation. Predicting the Topical Stance of Media and Popular Twitter Users. Transfer Learning for Segmenting Dimensionally-Reduced Hyperspectral Images. Towards Personalized Mana …

Paper Group ANR 1293

January 27, 2020

Animated Stickies: Fast Video Projection Mapping onto a Markerless Plane through a Direct Closed-Loop Alignment. SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks. BERT for Large-scale Video Segment Classification with Test-time Augmentation. Standing on the Shoulders of Giants: AI-driven Calibration of Localisation Technolo …

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 …