Model Selection

Paper Group ANR 702

October 17, 2019

Graph-based Clustering under Differential Privacy. Re-examination of Bregman functions and new properties of their divergences. Estimation of Inter-Sentiment Correlations Employing Deep Neural Network Models. NOTE-RCNN: NOise Tolerant Ensemble RCNN for Semi-Supervised Object Detection. Level-Based Analysis of the Univariate Marginal Distribution Al …

Paper Group ANR 707

October 17, 2019

Machine Learning Analysis of Heterogeneity in the Effect of Student Mindset Interventions. A survey of advances in epistemic logic program solvers. Ontology-Based Query Expansion with Latently Related Named Entities for Semantic Text Search. On Learning Markov Chains. Event-triggered Natural Hazard Monitoring with Convolutional Neural Networks on t …

Paper Group ANR 725

October 17, 2019

On Configurable Defense against Adversarial Example Attacks. Probabilistic Graphical Modeling approach to dynamic PET direct parametric map estimation and image reconstruction. HCqa: Hybrid and Complex Question Answering on Textual Corpus and Knowledge Graph. PCAS: Pruning Channels with Attention Statistics for Deep Network Compression. Improving D …

Paper Group ANR 732

October 17, 2019

Diffusion Based Network Embedding. Model Aggregation via Good-Enough Model Spaces. Improving Implicit Discourse Relation Classification by Modeling Inter-dependencies of Discourse Units in a Paragraph. GAN-EM: GAN based EM learning framework. Capturing Ambiguity in Crowdsourcing Frame Disambiguation. Tracing in 2D to Reduce the Annotation Effort fo …

Paper Group ANR 778

October 17, 2019

Autostacker: A Compositional Evolutionary Learning System. Real-time Lane Marker Detection Using Template Matching with RGB-D Camera. Learning Pretopological Spaces to Model Complex Propagation Phenomena: A Multiple Instance Learning Approach Based on a Logical Modeling. Assessing Language Proficiency from Eye Movements in Reading. Augmenting Strea …

Paper Group ANR 779

October 17, 2019

Generative Adversarial Speaker Embedding Networks for Domain Robust End-to-End Speaker Verification. Is it worth it? Budget-related evaluation metrics for model selection. Categorization of Semantic Roles for Dictionary Definitions. The Random Forest Classifier in WEKA: Discussion and New Developments for Imbalanced Data. Simultaneous Optical Flow …

Paper Group ANR 780

October 17, 2019

Deep Video Color Propagation. A Precedent Approach to Assigning Access Rights. Transfer Learning using Representation Learning in Massive Open Online Courses. Greedy stochastic algorithms for entropy-regularized optimal transport problems. Model Selection for Generalized Zero-shot Learning. Bringing back simplicity and lightliness into neural image …

Paper Group ANR 789

October 17, 2019

Information gain ratio correction: Improving prediction with more balanced decision tree splits. Quantitative Phase Imaging and Artificial Intelligence: A Review. AutoGraph: Imperative-style Coding with Graph-based Performance. Knowledge Graph Embedding with Entity Neighbors and Deep Memory Network. Jointly learning relevant subgraph patterns and n …

Paper Group ANR 807

October 17, 2019

Exponential Discriminative Metric Embedding in Deep Learning. Focus On What’s Important: Self-Attention Model for Human Pose Estimation. Direct Network Transfer: Transfer Learning of Sentence Embeddings for Semantic Similarity. Human-Interactive Subgoal Supervision for Efficient Inverse Reinforcement Learning. Rediscovering Deep Neural Networks Thr …

Paper Group ANR 857

October 17, 2019

Real-Time 3D Shape of Micro-Details. Online Deep Metric Learning. On the Convergence of Learning-based Iterative Methods for Nonconvex Inverse Problems. Synthetic data generation for end-to-end thermal infrared tracking. Simple Large-scale Relation Extraction from Unstructured Text. Behaviour Policy Estimation in Off-Policy Policy Evaluation: Calib …

Paper Group ANR 860

October 17, 2019

Successful Nash Equilibrium Agent for a 3-Player Imperfect-Information Game. Modelling tourism demand to Spain with machine learning techniques. The impact of forecast horizon on model selection. Semantic See-Through Rendering on Light Fields. Non-local RoIs for Instance Segmentation. Nonlinear Collaborative Scheme for Deep Neural Networks. Design …

Paper Group ANR 866

October 17, 2019

To Cluster, or Not to Cluster: An Analysis of Clusterability Methods. Entropy production rate as a criterion for inconsistency in decision theory. SAFE: Spectral Evolution Analysis Feature Extraction for Non-Stationary Time Series Prediction. Context-Aware Learning using Transferable Features for Classification of Breast Cancer Histology Images. Th …

Paper Group ANR 935

October 17, 2019

Integrating Artificial Intelligence with Real-time Intracranial EEG Monitoring to Automate Interictal Identification of Seizure Onset Zones in Focal Epilepsy. Design and software implementation of subsystems for creating and using the ontological base of a research scientist. Latent Variable Model for Multi-modal Translation. Can everyday AI be eth …

Paper Group ANR 937

October 17, 2019

IoT2Vec: Identification of Similar IoT Devices via Activity Footprints. A Kernel Embedding-based Approach for Nonstationary Causal Model Inference. One-Shot High-Fidelity Imitation: Training Large-Scale Deep Nets with RL. Par4Sim – Adaptive Paraphrasing for Text Simplification. Knowledge and Blameworthiness. A Bayesian Model for Bivariate Causal I …

Paper Group ANR 1029

October 16, 2019

The Visual Centrifuge: Model-Free Layered Video Representations. Transfer Learning of Artist Group Factors to Musical Genre Classification. Tool Detection and Operative Skill Assessment in Surgical Videos Using Region-Based Convolutional Neural Networks. GANs for Medical Image Analysis. Tensor Matched Kronecker-Structured Subspace Detection for Mis …

Paper Group ANR 1081

October 16, 2019

Cross-modality deep learning brings bright-field microscopy contrast to holography. Towards Learning Sparsely Used Dictionaries with Arbitrary Supports. On the Winograd Schema: Situating Language Understanding in the Data-Information-Knowledge Continuum. Dictionary learning - from local towards global and adaptive. Towards Understanding Limitations …

Paper Group ANR 1082

October 16, 2019

Multimodal Sparse Bayesian Dictionary Learning. Understanding Batch Normalization. Fast Single Image Rain Removal via a Deep Decomposition-Composition Network. Multimodal Explanations: Justifying Decisions and Pointing to the Evidence. An Off-policy Policy Gradient Theorem Using Emphatic Weightings. Image Super-Resolution via RL-CSC: When Residual …

Paper Group ANR 1087

October 16, 2019

Unsupervised Learning of Artistic Styles with Archetypal Style Analysis. Accelerating Learning in Constructive Predictive Frameworks with the Successor Representation. Robust Text-to-SQL Generation with Execution-Guided Decoding. The LKPY Package for Recommender Systems Experiments: Next-Generation Tools and Lessons Learned from the LensKit Project …

Paper Group ANR 1096

October 16, 2019

Brain Biomarker Interpretation in ASD Using Deep Learning and fMRI. On Lebesgue Integral Quadrature. A User-based Visual Analytics Workflow for Exploratory Model Analysis. The USTC-NEL Speech Translation system at IWSLT 2018. Variance Reduction for Policy Gradient with Action-Dependent Factorized Baselines. Psychological State in Text: A Limitation …

Paper Group ANR 1102

October 16, 2019

Robust Bayesian Model Selection for Variable Clustering with the Gaussian Graphical Model. Automatic Summarization of Student Course Feedback. Learning with Interpretable Structure from Gated RNN. Stationary Geometric Graphical Model Selection. AgileNet: Lightweight Dictionary-based Few-shot Learning. No New-Net. Degrees of Freedom and Model Select …

Paper Group ANR 1126

October 16, 2019

A novel graph-based model for hybrid recommendations in cold-start scenarios. On an improvement of LASSO by scaling. Sequential Neural Methods for Likelihood-free Inference. Multi-armed Bandits with Compensation. Unsupervised Identification of Study Descriptors in Toxicology Research: An Experimental Study. CT Super-resolution GAN Constrained by th …

Paper Group ANR 991

October 16, 2019

Expert Finding in Community Question Answering: A Review. An Acceleration Scheme to The Local Directional Pattern. CT-image Super Resolution Using 3D Convolutional Neural Network. Background Subtraction using Compressed Low-resolution Images. Topic Modelling of Empirical Text Corpora: Validity, Reliability, and Reproducibility in Comparison to Sema …

Paper Group NANR 1

October 16, 2019

Computationally efficient discrimination between language varieties with large feature vectors and regularized classifiers. A Situated Dialogue System for Learning Structural Concepts in Blocks World. Learning Longer-term Dependencies in RNNs with Auxiliary Losses. Do Deep Reinforcement Learning Algorithms really Learn to Navigate?. SystemT: Declar …

Paper Group NANR 39

October 16, 2019

Towards Building Affect sensitive Word Distributions. Automatic Token and Turn Level Language Identification for Code-Switched Text Dialog: An Analysis Across Language Pairs and Corpora. Maximizing SLU Performance with Minimal Training Data Using Hybrid RNN Plus Rule-based Approach. Relaxation-Free Deep Hashing via Policy Gradient. The Interplay of …

Paper Group NANR 41

October 16, 2019

Multi-task Learning on MNIST Image Datasets. Comparing Bayesian Models of Annotation. Analyzing Middle High German Syntax with RDF and SPARQL. Modeling Speech Acts in Asynchronous Conversations: A Neural-CRF Approach. Cross-checking WordNet and SUMO Using Meronymy. Extending the Framework of Equilibrium Propagation to General Dynamics. Multiple Gra …

Paper Group NAWR 8

October 16, 2019

Automatic support vector data description. Triplet Loss in Siamese Network for Object Tracking. A Uniﬁed Model for Extractive and Abstractive Summarization using Inconsistency Loss. Using J-K-fold Cross Validation To Reduce Variance When Tuning NLP Models. Zero-Shot Learning Based Approach For Medieval Word Recognition Using Deep-Learned Features. …

Paper Group NANR 116

October 15, 2019

Reviewers for Volume 44. Multi-Source Multi-Class Fake News Detection. Weakly-supervised 3D Hand Pose Estimation from Monocular RGB Images. Visualizing Group Dynamics based on Multiparty Meeting Understanding. LIA: A Natural Language Programmable Personal Assistant. A Context-aware Convolutional Natural Language Generation model for Dialogue System …

Paper Group NANR 181

October 15, 2019

Getting to ``Hearer-old’': Charting Referring Expressions Across Time. Modeling Personality Traits of Filipino Twitter Users. An Approach to the CLPsych 2018 Shared Task Using Top-Down Text Representation and Simple Bottom-Up Model Selection. MIAPARLE: Online training for the discrimination of stress contrasts. Limbic: Author-Based Sentiment Aspect …