Language Modelling

Paper Group ANR 509

January 29, 2020

Sum-of-square-of-rational-function based representations of positive semidefinite polynomial matrices. BusyHands: A Hand-Tool Interaction Database for Assembly Tasks Semantic Segmentation. Different Set Domain Adaptation for Brain-Computer Interfaces: A Label Alignment Approach. Spurious Vanishing Problem in Approximate Vanishing Ideal. Fast Convol …

Paper Group ANR 510

January 29, 2020

Deep learning for molecular design - a review of the state of the art. Procedural Generation of Initial States of Sokoban. Scalable Hyperbolic Recommender Systems. How far should self-driving cars see? Effect of observation range on vehicle self-localization. Degeneracy in Self-Calibration Revisited and a Deep Learning Solution for Uncalibrated SLA …

Paper Group ANR 527

January 29, 2020

Bootstrapping Robotic Ecological Perception from a Limited Set of Hypotheses Through Interactive Perception. Towards Understanding the Importance of Shortcut Connections in Residual Networks. Improved low-resource Somali speech recognition by semi-supervised acoustic and language model training. Facial Makeup Transfer Combining Illumination Transfe …

Paper Group ANR 528

January 29, 2020

$b$-Bit Sketch Trie: Scalable Similarity Search on Integer Sketches. First order expansion of convex regularized estimators. Explaining Predictions from Tree-based Boosting Ensembles. Commonsense Reasoning Using WordNet and SUMO: a Detailed Analysis. Can You Trust Your Model’s Uncertainty? Evaluating Predictive Uncertainty Under Dataset Shift. An i …

Paper Group ANR 532

January 29, 2020

Text Classification for Azerbaijani Language Using Machine Learning and Embedding. Mutual Information Scaling and Expressive Power of Sequence Models. Clustering of Deep Contextualized Representations for Summarization of Biomedical Texts. Siamese Networks for Large-Scale Author Identification. Tackling Unit Commitment and Load Dispatch Problems Co …

Paper Group ANR 536

January 29, 2020

Curriculum-based transfer learning for an effective end-to-end spoken language understanding and domain portability. An Enhanced Machine Learning-based Biometric Authentication System Using RR-Interval Framed Electrocardiograms. Semi-supervised Acoustic Event Detection based on tri-training. Visual-Thermal Landmarks and Inertial Fusion for Navigati …

Paper Group ANR 537

January 29, 2020

Approximate Inference in Structured Instances with Noisy Categorical Observations. Fault Detection Using Nonlinear Low-Dimensional Representation of Sensor Data. Energy-Efficient Thermal Comfort Control in Smart Buildings via Deep Reinforcement Learning. City-scale Road Extraction from Satellite Imagery. Unsupervised Deep Feature Transfer for Low R …

Paper Group ANR 545

January 29, 2020

Proceedings of the twelfth Workshop on Answer Set Programming and Other Computing Paradigms 2019. Perspective Taking in Deep Reinforcement Learning Agents. Unsupervised Context Rewriting for Open Domain Conversation. Deep Learning For Experimental Hybrid Terrestrial and Satellite Interference Management. A^2-Net: Molecular Structure Estimation from …

Paper Group ANR 548

January 29, 2020

Machine learning and glioma imaging biomarkers. Splitting Methods for Convex Bi-Clustering and Co-Clustering. Learning Multilingual Word Embeddings Using Image-Text Data. PVSS: A Progressive Vehicle Search System for Video Surveillance Networks. Bounce and Learn: Modeling Scene Dynamics with Real-World Bounces. Towards vision-based robotic skins: a …

Paper Group ANR 549

January 29, 2020

The Good, the Bad and the Ugly: Augmenting a black-box model with expert knowledge. Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions. The Chan-Vese Model with Elastica and Landmark Constraints for Image Segmentation. BUDA.ART: A Multimodal Content-Based Analysis and Retrieval System for Buddha Statues. Exploring Self-A …

Paper Group ANR 553

January 29, 2020

Flexible Mining of Prefix Sequences from Time-Series Traces. Multi-modal segmentation with missing MR sequences using pre-trained fusion networks. Affine Self Convolution. Analyzing the Structure of Attention in a Transformer Language Model. Outcome-Driven Clustering of Acute Coronary Syndrome Patients using Multi-Task Neural Network with Attention …

Paper Group ANR 561

January 29, 2020

Are You Convinced? Choosing the More Convincing Evidence with a Siamese Network. KeystoneDepth: Visualizing History in 3D. A stochastic version of Stein Variational Gradient Descent for efficient sampling. Relational Graph Representation Learning for Open-Domain Question Answering. Information Theoretic Model Predictive Q-Learning. An Analysis of S …

Paper Group ANR 566

January 29, 2020

Network Implosion: Effective Model Compression for ResNets via Static Layer Pruning and Retraining. Prediction of Construction Cost for Field Canals Improvement Projects in Egypt. Knowledge Tracing with Sequential Key-Value Memory Networks. Deep Knowledge Tracing with Side Information. Distributed Training with Heterogeneous Data: Bridging Median- …

Paper Group ANR 567

January 29, 2020

Continual Reinforcement Learning with Diversity Exploration and Adversarial Self-Correction. Localized Linear Regression in Networked Data. Increasing city safety awareness regarding disruptive traffic stream. Accelerated Discovery of Sustainable Building Materials. Human-AI Co-Learning for Data-Driven AI. PingPong: Packet-Level Signatures for Smar …

Paper Group ANR 570

January 29, 2020

OptiBox: Breaking the Limits of Proposals for Visual Grounding. Non-rigid 3D shape retrieval based on multi-view metric learning. Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding. The Field-of-View Constraint of Markers for Mobile Robot with Pan-Tilt Camera. A Sketch Based 3D Shape Retrieval Approach Based on …

Paper Group ANR 571

January 29, 2020

Deep Reinforcement Learning for Scheduling in Cellular Networks. Semantic Matching by Weakly Supervised 2D Point Set Registration. Recognizing American Sign Language Manual Signs from RGB-D Videos. Shareable Representations for Search Query Understanding. Fast Bayesian Restoration of Poisson Corrupted Images with INLA. Three dimensional waveguide-i …

Paper Group ANR 574

January 29, 2020

Gaussian processes with linear operator inequality constraints. A Robust Image Watermarking System Based on Deep Neural Networks. Sentiment Analysis On Indian Indigenous Languages: A Review On Multilingual Opinion Mining. Similarity Learning Networks for Animal Individual Re-Identification – Beyond the Capabilities of a Human Observer. Fair Dimens …

Paper Group ANR 575

January 29, 2020

Nonlinear Markov Clustering by Minimum Curvilinear Sparse Similarity. Learning better generative models for dexterous, single-view grasping of novel objects. Algorithmic Discrimination: Formulation and Exploration in Deep Learning-based Face Biometrics. Robust Morph-Detection at Automated Border Control Gate using Deep Decomposed 3D Shape and Diffu …

Paper Group ANR 577

January 29, 2020

Deciphering Dynamical Nonlinearities in Short Time Series Using Recurrent Neural Networks. Learning Functions over Sets via Permutation Adversarial Networks. Rethinking Full Connectivity in Recurrent Neural Networks. REBEC: Robust Evolutionary-based Calibration Approach for the Numerical Wind Wave Model. Semi-Supervised Medical Image Segmentation v …

Paper Group ANR 584

January 29, 2020

GmCN: Graph Mask Convolutional Network. MCTS-based Automated Negotiation Agent (Extended Abstract). Asymmetric Correntropy for Robust Adaptive Filtering. Neural Network Inference on Mobile SoCs. Cost-Sensitive Training for Autoregressive Models. $α$ Belief Propagation as Fully Factorized Approximation. Implicit Langevin Algorithms for Sampling From …

Paper Group ANR 585

January 29, 2020

Using Social Network Service to determine the Initial User Requirements for Small Software Businesses. Strong and Simple Baselines for Multimodal Utterance Embeddings. Experimental neural network enhanced quantum tomography. From self-tuning regulators to reinforcement learning and back again. Learning Instance-wise Sparsity for Accelerating Deep M …

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 590

January 29, 2020

KnowBias: Detecting Political Polarity in Long Text Content. Unsupervised Feature Learning with K-means and An Ensemble of Deep Convolutional Neural Networks for Medical Image Classification. Surgical Gesture Recognition with Optical Flow only. Dual Adaptivity: A Universal Algorithm for Minimizing the Adaptive Regret of Convex Functions. Reasoning …

Paper Group ANR 600

January 29, 2020

Using Deep Object Features for Image Descriptions. CHD:Consecutive Horizontal Dropout for Human Gait Feature Extraction. Exploration by Optimisation in Partial Monitoring. Learning 3D Human Body Embedding. Measuring Domain Portability and ErrorPropagation in Biomedical QA. Novel Applications of Factored Neural Machine Translation. Multimodal Classi …

Paper Group ANR 607

January 29, 2020

Of Cores: A Partial-Exploration Framework for Markov Decision Processes. Solving Visual Object Ambiguities when Pointing: An Unsupervised Learning Approach. Attenuating Random Noise in Seismic Data by a Deep Learning Approach. Machine Learning Kernel Method from a Quantum Generative Model. Sequence-to-Sequence Natural Language to Humanoid Robot Sig …

Paper Group ANR 614

January 29, 2020

Risk Bounds for Learning Multiple Components with Permutation-Invariant Losses. Blind Denoising Autoencoder. DynamoNet: Dynamic Action and Motion Network. Automatic Model Selection for Neural Networks. Twitter Sentiment Analysis using Distributed Word and Sentence Representation. Social Attention for Autonomous Decision-Making in Dense Traffic. Top …

Paper Group ANR 617

January 29, 2020

Pose estimation and bin picking for deformable products. Salient Slices: Improved Neural Network Training and Performance with Image Entropy. Cascaded Revision Network for Novel Object Captioning. Data Valuation using Reinforcement Learning. Global Optimality Guarantees For Policy Gradient Methods. Motion Generation Considering Situation with Condi …

Paper Group ANR 619

January 29, 2020

L2RS: A Learning-to-Rescore Mechanism for Automatic Speech Recognition. VizWiz Dataset Browser: A Tool for Visualizing Machine Learning Datasets. Robust Zero-Shot Cross-Domain Slot Filling with Example Values. Structural Material Property Tailoring Using Deep Neural Networks. A machine learning approach for underwater gas leakage detection. The Min …