Gaussian Processes

Paper Group ANR 1562

January 26, 2020

Estimating Treatment Effect under Additive Hazards Models with High-dimensional Covariates. Constrained Output Embeddings for End-to-End Code-Switching Speech Recognition with Only Monolingual Data. Reciprocal Translation between SAR and Optical Remote Sensing Images with Cascaded-Residual Adversarial Networks. MSD: Multi-Self-Distillation Learning …

Paper Group ANR 1563

January 26, 2020

A Semantic Approach for User-Brand Targeting in On-Line Social Networks. Reinforcement Learning: Prediction, Control and Value Function Approximation. The information-theoretic value of unlabeled data in semi-supervised learning. Perception of visual numerosity in humans and machines. Session-based Sequential Skip Prediction via Recurrent Neural Ne …

Paper Group ANR 1565

January 26, 2020

Human-centric light sensing and estimation from RGBD images: The invisible light switch. Learning Spatially Structured Image Transformations Using Planar Neural Networks. SSAH: Semi-supervised Adversarial Deep Hashing with Self-paced Hard Sample Generation. Towards An Angry-Birds-like Game System for Promoting Mental Well-being of Players Using Art …

Paper Group ANR 1581

January 26, 2020

Non-discriminative data or weak model? On the relative importance of data and model resolution. Implicit Generative Modeling for Efficient Exploration. All SMILES Variational Autoencoder. DeepCheck: A Non-intrusive Control-flow Integrity Checking based on Deep Learning. GPT-based Generation for Classical Chinese Poetry. Histogram Transform Ensemble …

Paper Group ANR 1603

January 26, 2020

The statistical Minkowski distances: Closed-form formula for Gaussian Mixture Models. Single Image based Head Pose Estimation with Spherical Parameterization and 3D Morphing. Towards Real-Time Head Pose Estimation: Exploring Parameter-Reduced Residual Networks on In-the-wild Datasets. Deep Features for Tissue-Fold Detection in Histopathology Images …

Paper Group ANR 1619

January 25, 2020

A Surprisingly Robust Trick for Winograd Schema Challenge. Inducing Constituency Trees through Neural Machine Translation. Personalizing human activity recognition models using incremental learning. SPARQ-SGD: Event-Triggered and Compressed Communication in Decentralized Stochastic Optimization. Importance of user inputs while using incremental lea …

Paper Group ANR 1648

January 25, 2020

A Stochastic Proximal Point Algorithm for Saddle-Point Problems. 3D Graph Embedding Learning with a Structure-aware Loss Function for Point Cloud Semantic Instance Segmentation. Few-shot Learning with Contextual Cueing for Object Recognition in Complex Scenes. Space-adaptive anisotropic bivariate Laplacian regularization for image restoration. Sola …

Paper Group ANR 1664

January 25, 2020

Latent Relation Language Models. Data Extraction from Charts via Single Deep Neural Network. Gaussian Process Optimization with Adaptive Sketching: Scalable and No Regret. Financial Applications of Gaussian Processes and Bayesian Optimization. Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation. Compositi …

Paper Group ANR 1665

January 25, 2020

Active learning for enumerating local minima based on Gaussian process derivatives. Modeling Electromagnetic Navigation Systems for Medical Applications using Random Forests and Artificial Neural Networks. Algorithmic Guarantees for Inverse Imaging with Untrained Network Priors. Report on the SIGIR 2019 Workshop on eCommerce (ECOM19). BasisConv: A …

Paper Group ANR 1687

January 25, 2020

A Framework for Building Closed-Domain Chat Dialogue Systems. A Bulirsch-Stoer algorithm using Gaussian processes. Object detection on aerial imagery using CenterNet. Robust Synthesis of Adversarial Visual Examples Using a Deep Image Prior. Facial Micro-Expression Spotting and Recognition using Time Contrasted Feature with Visual Memory. Interval t …

Paper Group ANR 1764

January 25, 2020

Spectrum Data Poisoning with Adversarial Deep Learning. Self-Attention Aligner: A Latency-Control End-to-End Model for ASR Using Self-Attention Network and Chunk-Hopping. Understanding MCMC Dynamics as Flows on the Wasserstein Space. DeepAAA: clinically applicable and generalizable detection of abdominal aortic aneurysm using deep learning. Person …

Paper Group ANR 1767

January 25, 2020

Breast Anatomy Enriched Tumor Saliency Estimation. A dual mode adaptive basal-bolus advisor based on reinforcement learning. Efficient Projection-Free Online Methods with Stochastic Recursive Gradient. Meaning to Form: Measuring Systematicity as Information. Adversarial Feature Alignment: Avoid Catastrophic Forgetting in Incremental Task Lifelong L …

Paper Group ANR 1768

January 25, 2020

Scalable Bayesian Preference Learning for Crowds. Can We Trust You? On Calibration of a Probabilistic Object Detector for Autonomous Driving. A Structural Graph-Based Method for MRI Analysis. Deep learning Inversion of Seismic Data. Numerical Gaussian process Kalman filtering. Causality matters in medical imaging. Towards Pose-invariant Lip-Reading …

Paper Group ANR 1771

January 25, 2020

Unsupervised Common Question Generation from Multiple Documents using Reinforced Contrastive Coordinator. All It Takes is 20 Questions!: A Knowledge Graph Based Approach. Confirmatory Bayesian Online Change Point Detection in the Covariance Structure of Gaussian Processes. Assessment of Multiple-Biomarker Classifiers: fundamental principles and a p …

Paper Group NANR 26

January 25, 2020

The DISRPT 2019 Shared Task on Elementary Discourse Unit Segmentation and Connective Detection. A Multilingual BPE Embedding Space for Universal Sentiment Lexicon Induction. Learning Joint 2D-3D Representations for Depth Completion. Detecting Collocations Similarity via Logical-Linguistic Model. Reconstructing Capsule Networks for Zero-shot Intent …

Paper Group NANR 67

January 25, 2020

Reviving a psychometric measure: Classification and prediction of the Operant Motive Test. Coherence models in schizophrenia. Robust Variational Bayesian Point Set Registration. Meta-Semantic Representation for Early Detection of Alzheimer’s Disease. Improving Composition of Sentence Embeddings through the Lens of Statistical Relational Learning. P …

Paper Group NANR 82

January 25, 2020

Incorporating Source Syntax into Transformer-Based Neural Machine Translation. Smoothing the Geometry of Probabilistic Box Embeddings. Improving machine classification using human uncertainty measurements. Data Programming for Learning Discourse Structure. Teaching FORGe to Verbalize DBpedia Properties in Spanish. Sentence-Level Adaptation for Low- …

Paper Group NAWR 23

January 25, 2020

6D-VNet: End-to-end 6DoF Vehicle Pose Estimation from Monocular RGB Images. TextPlace: Visual Place Recognition and Topological Localization Through Reading Scene Texts. Exploring Unexplored Tensor Network Decompositions for Convolutional Neural Networks. Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes. A Do …

Paper Group NAWR 37

January 25, 2020

Deep Multi-State Dynamic Recurrent Neural Networks Operating on Wavelet Based Neural Features for Robust Brain Machine Interfaces. An Empirical Study on Pre-trained Embeddings and Language Models for Bot Detection. Annotating with Pros and Cons of Technologies in Computer Science Papers. Input-Output Equivalence of Unitary and Contractive RNNs. Sel …

Paper Group NANR 145

January 24, 2020

Learning Scene Geometry for Visual Localization in Challenging Conditions. CAiRE_HKUST at SemEval-2019 Task 3: Hierarchical Attention for Dialogue Emotion Classification. Proceedings of the Sixth Workshop on Computational Linguistics and Clinical Psychology. Improved Generalization of Arabic Text Classifiers. Multilingual prediction of Alzheimer’s …

Paper Group NANR 152

January 24, 2020

Deep Supervised Cross-Modal Retrieval. NEC TM Data Project. Best practices for the human evaluation of automatically generated text. Association Metrics in Neural Transition-Based Dependency Parsing. Corpus Lexicography in a Wider Context. Next Sentence Prediction helps Implicit Discourse Relation Classification within and across Domains. Learning …

Paper Group NANR 228

January 24, 2020

Embedding Lexical Features via Tensor Decomposition for Small Sample Humor Recognition. Nonparametric Regressive Point Processes Based on Conditional Gaussian Processes. Multivariate Sparse Coding of Nonstationary Covariances with Gaussian Processes. Using LSTMs to Assess the Obligatoriness of Phonological Distinctive Features for Phonotactic Learn …