[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 89
July 29, 2019

Paper Group ANR 89

Learning spectro-temporal features with 3D CNNs for speech emotion recognition. Evaluation of Deep Learning on an Abstract Image Classification Dataset. Unsupervised neural and Bayesian models for zero-resource speech processing. No Need for a Lexicon? Evaluating the Value of the Pronunciation Lexica in End-to-End Models. Improved Lossy Image Compr …

Paper Group ANR 9

Paper Group ANR 9

July 29, 2019

An Empirical Evaluation of Zero Resource Acoustic Unit Discovery. Amobee at SemEval-2017 Task 4: Deep Learning System for Sentiment Detection on Twitter. Data-Efficient Policy Evaluation Through Behavior Policy Search. Interacting Attention-gated Recurrent Networks for Recommendation. Compact Model Representation for 3D Reconstruction. Side Informa …
Paper Group ANR 90

Paper Group ANR 90

July 29, 2019

Improving Statistical Multimedia Information Retrieval Model by using Ontology. Image Registration Techniques: A Survey. Note on Attacking Object Detectors with Adversarial Stickers. Coordinating Collaborative Chat in Massive Open Online Courses. Bayesian model and dimension reduction for uncertainty propagation: applications in random media. Gener …
Paper Group ANR 91

Paper Group ANR 91

July 29, 2019

DarkRank: Accelerating Deep Metric Learning via Cross Sample Similarities Transfer. An Automated Compatibility Prediction Engine using DISC Theory Based Classification and Neural Networks. First Results from Using Game Refinement Measure and Learning Coefficient in Scrabble. A Simulator for Hedonic Games. Convolutional Low-Resolution Fine-Grained C …
Paper Group ANR 92

Paper Group ANR 92

July 29, 2019

Spectrum Estimation from a Few Entries. Estimating the Coefficients of a Mixture of Two Linear Regressions by Expectation Maximization. Graph Scaling Cut with L1-Norm for Classification of Hyperspectral Images. The Helsinki Neural Machine Translation System. Learning from Clinical Judgments: Semi-Markov-Modulated Marked Hawkes Processes for Risk Pr …
Paper Group ANR 93

Paper Group ANR 93

July 29, 2019

Deep Reinforcement Learning for Multi-Resource Multi-Machine Job Scheduling. Comprehension-guided referring expressions. Deep Learning in the Automotive Industry: Applications and Tools. Anatomically Constrained Neural Networks (ACNN): Application to Cardiac Image Enhancement and Segmentation. Predictive Coding-based Deep Dynamic Neural Network for …
Paper Group ANR 94

Paper Group ANR 94

July 29, 2019

Removal of Salt and Pepper noise from Gray-Scale and Color Images: An Adaptive Approach. Data Dependent Kernel Approximation using Pseudo Random Fourier Features. Temporal dynamics of semantic relations in word embeddings: an application to predicting armed conflict participants. Detecting Approximate Reflection Symmetry in a Point Set using Optimi …
Paper Group ANR 95

Paper Group ANR 95

July 29, 2019

Exploring Content-based Artwork Recommendation with Metadata and Visual Features. Measuring Inconsistency in Argument Graphs. Unsupervised learning from video to detect foreground objects in single images. Roll-back Hamiltonian Monte Carlo. Balancing Lexicographic Fairness and a Utilitarian Objective with Application to Kidney Exchange. Efficient C …
Paper Group ANR 96

Paper Group ANR 96

July 29, 2019

Exploring High-Dimensional Structure via Axis-Aligned Decomposition of Linear Projections. Probabilistic Graphical Models for Credibility Analysis in Evolving Online Communities. Exploration of object recognition from 3D point cloud. Pseudorehearsal in actor-critic agents. Knowledge Transfer for Out-of-Knowledge-Base Entities: A Graph Neural Networ …
Paper Group ANR 97

Paper Group ANR 97

July 29, 2019

Automatic semantic role labeling on non-revised syntactic trees of journalistic texts. MSR-net:Low-light Image Enhancement Using Deep Convolutional Network. Nonlinear Embedding Transform for Unsupervised Domain Adaptation. A Bio-Inspired Multi-Exposure Fusion Framework for Low-light Image Enhancement. Nestrov’s Acceleration For Second Order Method. …
Paper Group ANR 98

Paper Group ANR 98

July 29, 2019

Weakly Supervised Semantic Segmentation using Web-Crawled Videos. Rotational Rectification Network: Enabling Pedestrian Detection for Mobile Vision. Bag-of-Vector Embeddings of Dependency Graphs for Semantic Induction. The Origins of Computational Mechanics: A Brief Intellectual History and Several Clarifications. Automatic segmentation of the intr …
Paper Group ANR 99

Paper Group ANR 99

July 29, 2019

Stem-ming the Tide: Predicting STEM attrition using student transcript data. Adversarial and Clean Data Are Not Twins. EMFET: E-mail Features Extraction Tool. Improving Deep Learning by Inverse Square Root Linear Units (ISRLUs). fpgaConvNet: A Toolflow for Mapping Diverse Convolutional Neural Networks on Embedded FPGAs. Discovering Potential Correl …
Paper Group AWR 100

Paper Group AWR 100

July 29, 2019

Evaluation of Croatian Word Embeddings. Generalising Random Forest Parameter Optimisation to Include Stability and Cost. Sequential Dirichlet Process Mixtures of Multivariate Skew t-distributions for Model-based Clustering of Flow Cytometry Data. Cross-Lingual Dependency Parsing with Late Decoding for Truly Low-Resource Languages. A Design Methodol …
Paper Group AWR 101

Paper Group AWR 101

July 29, 2019

Binary Classification from Positive-Confidence Data. Toward Multimodal Image-to-Image Translation. Deep Learning to Improve Breast Cancer Early Detection on Screening Mammography. Learning the Latent “Look”: Unsupervised Discovery of a Style-Coherent Embedding from Fashion Images. Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid …
Paper Group AWR 102

Paper Group AWR 102

July 29, 2019

Unbounded cache model for online language modeling with open vocabulary. Domain Adaptation for Visual Applications: A Comprehensive Survey. Adversarial Discriminative Domain Adaptation. Parallel Streaming Wasserstein Barycenters. PersonaBank: A Corpus of Personal Narratives and Their Story Intention Graphs. Global versus Localized Generative Advers …
Paper Group AWR 103

Paper Group AWR 103

July 29, 2019

One-Shot Learning for Semantic Segmentation. RED: Reinforced Encoder-Decoder Networks for Action Anticipation. End-to-end Learning of Deterministic Decision Trees. Deep Koalarization: Image Colorization using CNNs and Inception-ResNet-v2. Detecting and Recognizing Human-Object Interactions. Interpretability Beyond Feature Attribution: Quantitative …
Paper Group AWR 104

Paper Group AWR 104

July 29, 2019

The Kinetics Human Action Video Dataset. Adversarial Variational Optimization of Non-Differentiable Simulators. EmoAtt at EmoInt-2017: Inner attention sentence embedding for Emotion Intensity. On better training the infinite restricted Boltzmann machines. Rainbow: Combining Improvements in Deep Reinforcement Learning. Learning Spatio-Temporal Repre …
Paper Group AWR 105

Paper Group AWR 105

July 29, 2019

Two-stream Flow-guided Convolutional Attention Networks for Action Recognition. Deep Voice: Real-time Neural Text-to-Speech. An Interpretable and Sparse Neural Network Model for Nonlinear Granger Causality Discovery. GP-GAN: Gender Preserving GAN for Synthesizing Faces from Landmarks. Incorporation of prior knowledge of the signal behavior into the …
Paper Group AWR 106

Paper Group AWR 106

July 29, 2019

Chained Multi-stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection. BlitzNet: A Real-Time Deep Network for Scene Understanding. Learning Graph-Level Representation for Drug Discovery. Neural Models for Documents with Metadata. HACS: Human Action Clips and Segments Dataset for Recognition and Temporal Local …
Paper Group AWR 107

Paper Group AWR 107

July 29, 2019

Learning Explanatory Rules from Noisy Data. Generation of High Dynamic Range Illumination from a Single Image for the Enhancement of Undesirably Illuminated Images. GeneGAN: Learning Object Transfiguration and Attribute Subspace from Unpaired Data. Improved ArtGAN for Conditional Synthesis of Natural Image and Artwork. Learning Deep Nearest Neighbo …
Paper Group AWR 108

Paper Group AWR 108

July 29, 2019

Social Emotion Mining Techniques for Facebook Posts Reaction Prediction. Asymmetric Variational Autoencoders. When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach. Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data?. Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting. …
Paper Group AWR 109

Paper Group AWR 109

July 29, 2019

Geometric GAN. Ridiculously Fast Shot Boundary Detection with Fully Convolutional Neural Networks. Conditional Image-Text Embedding Networks. Cost Adaptation for Robust Decentralized Swarm Behaviour. Learning Discrete Representations via Information Maximizing Self-Augmented Training. TextureGAN: Controlling Deep Image Synthesis with Texture Patche …
Paper Group AWR 110

Paper Group AWR 110

July 29, 2019

Leave no Trace: Learning to Reset for Safe and Autonomous Reinforcement Learning. What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?. Face Synthesis from Visual Attributes via Sketch using Conditional VAEs and GANs. RIDI: Robust IMU Double Integration. Neural Natural Language Inference Models Enhanced with External Knowled …
Paper Group AWR 111

Paper Group AWR 111

July 29, 2019

Natural Langevin Dynamics for Neural Networks. Residual Features and Unified Prediction Network for Single Stage Detection. DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents. Improving Video Generation for Multi-functional Applications. DeepCache: Principled Cache for Mobile Deep Vision. Where to put the Image in an Image …
Paper Group AWR 112

Paper Group AWR 112

July 29, 2019

Detailed, accurate, human shape estimation from clothed 3D scan sequences. Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks. Learning to Rank Question-Answer Pairs using Hierarchical Recurrent Encoder with Latent Topic Clustering. On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation St …
Paper Group AWR 113

Paper Group AWR 113

July 29, 2019

Answering Visual-Relational Queries in Web-Extracted Knowledge Graphs. Intraoperative margin assessment of human breast tissue in optical coherence tomography images using deep neural networks. Synthesizing Normalized Faces from Facial Identity Features. ComboGAN: Unrestrained Scalability for Image Domain Translation. Efficient Sparse Subspace Clus …
Paper Group AWR 114

Paper Group AWR 114

July 29, 2019

Zero-Shot Learning - The Good, the Bad and the Ugly. Reproducibility of Benchmarked Deep Reinforcement Learning Tasks for Continuous Control. SSPP-DAN: Deep Domain Adaptation Network for Face Recognition with Single Sample Per Person. Label Embedding Network: Learning Label Representation for Soft Training of Deep Networks. Expecting the Unexpected …
Paper Group AWR 115

Paper Group AWR 115

July 29, 2019

High-Resolution Deep Convolutional Generative Adversarial Networks. Probabilistic programs for inferring the goals of autonomous agents. Receptive Field Block Net for Accurate and Fast Object Detection. Cost-complexity pruning of random forests. Borrowing Treasures from the Wealthy: Deep Transfer Learning through Selective Joint Fine-tuning. Advers …