Latent Variable Models

Paper Group ANR 588

January 29, 2020

On the asymptotic optimality of the comb strategy for prediction with expert advice. Visually Grounded Neural Syntax Acquisition. Differential Similarity in Higher Dimensional Spaces: Theory and Applications. Morphological Segmentation Inside-Out. Enabling Explainable Fusion in Deep Learning with Fuzzy Integral Neural Networks. Face-to-Parameter Tr …

Paper Group ANR 687

January 29, 2020

Optimization and Manipulation of Contextual Mutual Spaces for Multi-User Virtual and Augmented Reality Interaction. Capuchin: Causal Database Repair for Algorithmic Fairness. Simplex2Vec embeddings for community detection in simplicial complexes. Extraction of hierarchical functional connectivity components in human brain using resting-state fMRI. …

Paper Group ANR 701

January 29, 2020

Learning Sparse Dynamical Systems from a Single Sample Trajectory. Properties of Laplacian Pyramids for Extension and Denoising. PIQA: Reasoning about Physical Commonsense in Natural Language. Generating Interactive Worlds with Text. Best Arm Identification in Generalized Linear Bandits. Can User-Centered Reinforcement Learning Allow a Robot to Att …

Paper Group ANR 704

January 29, 2020

Online Forecasting of Total-Variation-bounded Sequences. BERT-CNN: a Hierarchical Patent Classifier Based on a Pre-Trained Language Model. Rating for Parents: Predicting Children Suitability Rating for Movies Based on Language of the Movies. Automated Multiclass Cardiac Volume Segmentation and Model Generation. Causal Simulations for Uplift Modelin …

Paper Group ANR 766

January 29, 2020

A Critical Analysis of Biased Parsers in Unsupervised Parsing. Smooth Adversarial Examples. Non-negative representation based discriminative dictionary learning for face recognition. Inductive Guided Filter: Real-time Deep Image Matting with Weakly Annotated Masks on Mobile Devices. From Observability to Significance in Distributed Information Syst …

Paper Group ANR 781

January 28, 2020

Bayesian Network Based Label Correlation Analysis For Multi-label Classifier Chain. An Automatic Digital Terrain Generation Technique for Terrestrial Sensing and Virtual Reality Applications. Modelling Dynamic Interactions between Relevance Dimensions. Cognitive Model Priors for Predicting Human Decisions. Unremarkable AI: Fitting Intelligent Decis …

Paper Group ANR 875

January 28, 2020

Smooth Shells: Multi-Scale Shape Registration with Functional Maps. Properties of the Stochastic Approximation EM Algorithm with Mini-batch Sampling. Evolutionary techniques in lattice sieving algorithms. How are attributes expressed in face DCNNs?. Open Sesame: Getting Inside BERT’s Linguistic Knowledge. Efficient Multivariate Bandit Algorithm wit …

Paper Group ANR 1082

January 27, 2020

Designing Game of Theorems. Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering. TensorFlow Eager: A Multi-Stage, Python-Embedded DSL for Machine Learning. Grouping Capsules Based Different Types. 3D Hand Shape and Pose from Images in the Wild. StacNAS: Towards Stable and Consistent Differentiable Neural Architec …

Paper Group ANR 1084

January 27, 2020

Concatenated Feature Pyramid Network for Instance Segmentation. Fine-Grained Visual Recognition with Batch Confusion Norm. Point-less: More Abstractive Summarization with Pointer-Generator Networks. Tightly Coupled 3D Lidar Inertial Odometry and Mapping. Coarse2Fine: A Two-stage Training Method for Fine-grained Visual Classification. Few-shot Learn …

Paper Group ANR 1118

January 27, 2020

Dance Dance Generation: Motion Transfer for Internet Videos. Classification of Cardiac Arrhythmias from Single Lead ECG with a Convolutional Recurrent Neural Network. Floors are Flat: Leveraging Semantics for Real-Time Surface Normal Prediction. Evaluating Robustness of Deep Image Super-Resolution against Adversarial Attacks. Expression Analysis Ba …

Paper Group ANR 1277

January 27, 2020

Data Smashing 2.0: Sequence Likelihood (SL) Divergence For Fast Time Series Comparison. Empirical Evaluation of Sequence-to-Sequence Models for Word Discovery in Low-resource Settings. Relaxed Parameter Sharing: Effectively Modeling Time-Varying Relationships in Clinical Time-Series. Multi-Task Bidirectional Transformer Representations for Irony De …

Paper Group ANR 1279

January 27, 2020

Attributes-aided Part Detection and Refinement for Person Re-identification. Flavour Enhanced Food Recommendation. Unsupervised Separation of Dynamics from Pixels. Linking Physicians to Medical Research Results via Knowledge Graph Embeddings and Twitter. Place-specific Background Modeling Using Recursive Autoencoders. Uncertainty-aware Model-based …

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 1294

January 27, 2020

Understanding Neural Machine Translation by Simplification: The Case of Encoder-free Models. Exploiting Synthetically Generated Data with Semi-Supervised Learning for Small and Imbalanced Datasets. Generative Restricted Kernel Machines. Latent Retrieval for Weakly Supervised Open Domain Question Answering. Sequential Latent Spaces for Modeling the …

Paper Group ANR 1347

January 26, 2020

The intriguing role of module criticality in the generalization of deep networks. Revisiting CycleGAN for semi-supervised segmentation. Dirichlet Variational Autoencoder. GAN2GAN: Generative Noise Learning for Blind Image Denoising with Single Noisy Images. SNDCNN: Self-normalizing deep CNNs with scaled exponential linear units for speech recogniti …

Paper Group ANR 1428

January 26, 2020

Computationally Efficient Neural Image Compression. Differential Description Length for Hyperparameter Selection in Machine Learning. Electroencephalogram (EEG) for Delineating Objective Measure of Autism Spectrum Disorder (ASD) (Extended Version). Domain Adaptive Dialog Generation via Meta Learning. ACUTE-EVAL: Improved Dialogue Evaluation with Op …

Paper Group ANR 1429

January 26, 2020

Developmentally motivated emergence of compositional communication via template transfer. Research on Clustering Performance of Sparse Subspace Clustering. LEMO: Learn to Equalize for MIMO-OFDM Systems with Low-Resolution ADCs. BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling. Towards Generating Long and Coherent Text with Mu …

Paper Group ANR 1446

January 26, 2020

Learning Weighted Submanifolds with Variational Autoencoders and Riemannian Variational Autoencoders. The VIA Annotation Software for Images, Audio and Video. Referring Expression Generation Using Entity Profiles. Leveraging Pretrained Image Classifiers for Language-Based Segmentation. Differentiable Representations For Multihop Inference Rules. Ef …

Paper Group ANR 1613

January 26, 2020

Deep Morphological Hit-or-Miss Transform Neural Network. On the Effect of Low-Rank Weights on Adversarial Robustness of Neural Networks. Towards an All-Purpose Content-Based Multimedia Information Retrieval System. X-SQL: reinforce schema representation with context. Large scale continuous-time mean-variance portfolio allocation via reinforcement l …

Paper Group ANR 1723

January 25, 2020

Leveraging Reinforcement Learning Techniques for Effective Policy Adoption and Validation. Mining Human Mobility Data to Discover Locations and Habits. How robots in a large group make decisions as a whole? From biological inspiration to the design of distributed algorithms. Software Engineering Meets Deep Learning: A Literature Review. Convergence …

Paper Group ANR 1745

January 25, 2020

Positively Scale-Invariant Flatness of ReLU Neural Networks. Neural Embedding Allocation: Distributed Representations of Topic Models. Spacetime Graph Optimization for Video Object Segmentation. Key Instance Selection for Unsupervised Video Object Segmentation. On Modeling ASR Word Confidence. Transformer-Transducer: End-to-End Speech Recognition w …

Paper Group ANR 1773

January 25, 2020

Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion. Man-in-the-Middle Attacks against Machine Learning Classifiers via Malicious Generative Models. On Application of Learning to Rank for E-Commerce Search. A Domain Generalization Perspective on Listwise Context Modeling. QGAN: Quantized Generative Adversarial Networks. U …

Paper Group NANR 18

January 25, 2020

Efficient and Accurate Face Alignment by Global Regression and Cascaded Local Refinement. Back-Translation as Strategy to Tackle the Lack of Corpus in Natural Language Generation from Semantic Representations. Learning Shape-Motion Representations from Geometric Algebra Spatio-Temporal Model for Skeleton-Based Action Recognition. Integer Networks f …

Paper Group NANR 44

January 25, 2020

LSH Microbatches for Stochastic Gradients: Value in Rearrangement. SemEval-2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in Twitter. Improving deep forest by confidence screening. Does Multi-Task Learning Always Help?: An Evaluation on Health Informatics. BEHAVIOR MODULE IN NEURAL NETWORKS. Causal importance of ori …

Paper Group NANR 51

January 25, 2020

Diverse Machine Translation with a Single Multinomial Latent Variable. FindHer: a Filter to Find Women Experts. Distillation-Based Training for Multi-Exit Architectures. Characterizing the Response Space of Questions: a Corpus Study for English and Polish. Elliptical Perturbations for Differential Privacy. A Platform Agnostic Dual-Strand Hate Speec …

Paper Group NANR 69

January 25, 2020

Task-GAN for Improved GAN based Image Restoration. Composing Noun Phrase Vector Representations. MICE. DS at SemEval-2019 Task 9: From Suggestion Mining with neural networks to adversarial cross-domain classification. A Neural Citation Count Prediction Model based on Peer Review Text. Meaning Representation of Null Instantiated Semantic Roles in Fr …

Paper Group NANR 89

January 25, 2020

Unsupervised Joint Training of Bilingual Word Embeddings. Learning to Reinforcement Learn by Imitation. ON THE USE OF CONVOLUTIONAL AUTO-ENCODER FOR INCREMENTAL CLASSIFIER LEARNING IN CONTEXT AWARE ADVERTISEMENT. Generative Adversarial Models for Learning Private and Fair Representations. Deep Depth From Aberration Map. SYSTRAN @ WNGT 2019: DGT Tas …

Paper Group NAWR 11

January 25, 2020

k-Means Clustering of Lines for Big Data. Revisiting NMT for Normalization of Early English Letters. Beyond temperature scaling: Obtaining well-calibrated multi-class probabilities with Dirichlet calibration. MedNorm: A Corpus and Embeddings for Cross-terminology Medical Concept Normalisation. Frame-Consistent Recurrent Video Deraining With Dual-Le …