[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 1157
October 16, 2019

Paper Group ANR 1157

An Attempt towards Interpretable Audio-Visual Video Captioning. Geometric Image Synthesis. Addressing Class Imbalance in Classification Problems of Noisy Signals by using Fourier Transform Surrogates. Entropy based Independent Learning in Anonymous Multi-Agent Settings. Learning to Play Pong using Policy Gradient Learning. The use of Virtual Realit …

Paper Group ANR 1158

Paper Group ANR 1158

October 16, 2019

Learning graphs from data: A signal representation perspective. A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI. A strong baseline for question relevancy ranking. Covariance Function Pre-Training with m-Kernels for Accelerated Bayesian Optimisation. Securing Distributed Gradient Descent in High Dimensional …
Paper Group ANR 1159

Paper Group ANR 1159

October 16, 2019

Gradient Descent Quantizes ReLU Network Features. Reduced-Order Modeling through Machine Learning Approaches for Brittle Fracture Applications. On Euclidean $k$-Means Clustering with $α$-Center Proximity. Concept-Based Embeddings for Natural Language Processing. Domain Attentive Fusion for End-to-end Dialect Identification with Unknown Target Domai …
Paper Group ANR 1160

Paper Group ANR 1160

October 16, 2019

Tensor Monte Carlo: particle methods for the GPU era. AI in Game Playing: Sokoban Solver. QuAC : Question Answering in Context. Efficient Egocentric Visual Perception Combining Eye-tracking, a Software Retina and Deep Learning. Matrix Factorization via Deep Learning. Nonlinear ICA Using Auxiliary Variables and Generalized Contrastive Learning. Perf …
Paper Group ANR 1161

Paper Group ANR 1161

October 16, 2019

Fast Exact Computation of Expected HyperVolume Improvement. Weakly supervised collective feature learning from curated media. External Patch-Based Image Restoration Using Importance Sampling. Context-aware Synthesis for Video Frame Interpolation. WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse. Cross-Do …
Paper Group ANR 973

Paper Group ANR 973

October 16, 2019

Topological Tracking of Connected Components in Image Sequences. Generalization of an Upper Bound on the Number of Nodes Needed to Achieve Linear Separability. Some Requests for Machine Learning Research from the East African Tech Scene. Neural Kinematic Networks for Unsupervised Motion Retargetting. Finding Better Subword Segmentation for Neural M …
Paper Group ANR 974

Paper Group ANR 974

October 16, 2019

Unsupervised/Semi-supervised Deep Learning for Low-dose CT Enhancement. Matrix Product Operator Restricted Boltzmann Machines. Tree Morphology for Phenotyping from Semantics-Based Mapping in Orchard Environments. CariGAN: Caricature Generation through Weakly Paired Adversarial Learning. EventKG: A Multilingual Event-Centric Temporal Knowledge Graph …
Paper Group ANR 975

Paper Group ANR 975

October 16, 2019

Paraphrase Detection on Noisy Subtitles in Six Languages. Full-Frame Scene Coordinate Regression for Image-Based Localization. Neural Sentence Embedding using Only In-domain Sentences for Out-of-domain Sentence Detection in Dialog Systems. Generative Adversarial Networks for MR-CT Deformable Image Registration. Blood Vessel Geometry Synthesis using …
Paper Group ANR 976

Paper Group ANR 976

October 16, 2019

Learning Deep Sketch Abstraction. Decision Forests Induce Characteristic Kernels. Learning convex polytopes with margin. Fully Convolutional Grasp Detection Network with Oriented Anchor Box. A Robot Localization Framework Using CNNs for Object Detection and Pose Estimation. Building Models for Biopathway Dynamics Using Intrinsic Dimensionality Anal …
Paper Group ANR 977

Paper Group ANR 977

October 16, 2019

Compressed Sensing with Adversarial Sparse Noise via L1 Regression. A Semi-Supervised Two-Stage Approach to Learning from Noisy Labels. Systems of bounded rational agents with information-theoretic constraints. Looking at Hands in Autonomous Vehicles: A ConvNet Approach using Part Affinity Fields. Adding One Neuron Can Eliminate All Bad Local Minim …
Paper Group ANR 978

Paper Group ANR 978

October 16, 2019

Verisimilar Percept Sequences Tests for Autonomous Driving Intelligent Agent Assessment. Local Homology of Word Embeddings. Mining Entity Synonyms with Efficient Neural Set Generation. Seuillage par hystérésis pour le test de photo-consistance des voxels dans le cadre de la reconstruction 3D. Conservative Exploration using Interleaving. Light-weigh …
Paper Group ANR 979

Paper Group ANR 979

October 16, 2019

A method to Suppress Facial Expression in Posed and Spontaneous Videos. SRP: Efficient class-aware embedding learning for large-scale data via supervised random projections. Multimodal Trajectory Predictions for Autonomous Driving using Deep Convolutional Networks. Global Convergence to the Equilibrium of GANs using Variational Inequalities. Mining …
Paper Group ANR 980

Paper Group ANR 980

October 16, 2019

Interpretable Clustering via Optimal Trees. Unveiling the semantic structure of text documents using paragraph-aware Topic Models. Local Visual Microphones: Improved Sound Extraction from Silent Video. Learning to Predict Ego-Vehicle Poses for Sampling-Based Nonholonomic Motion Planning. Online learning over a finite action set with limited switchi …
Paper Group ANR 981

Paper Group ANR 981

October 16, 2019

Similarity Learning with Higher-Order Graph Convolutions for Brain Network Analysis. Maximum Consensus Parameter Estimation by Reweighted $\ell_1$ Methods. Camera-based Image Forgery Localization using Convolutional Neural Networks. A Review of Meta-Reinforcement Learning for Deep Neural Networks Architecture Search. Dual-label Deep LSTM Dereverber …
Paper Group ANR 982

Paper Group ANR 982

October 16, 2019

Features, Projections, and Representation Change for Generalized Planning. Distributed Self-Paced Learning in Alternating Direction Method of Multipliers. 3D-DETNet: a Single Stage Video-Based Vehicle Detector. Memory-augmented Dialogue Management for Task-oriented Dialogue Systems. Evaluating Merging Strategies for Sampling-based Uncertainty Techn …
Paper Group ANR 983

Paper Group ANR 983

October 16, 2019

Targeted Kernel Networks: Faster Convolutions with Attentive Regularization. Wide Compression: Tensor Ring Nets. Escaping Saddles with Stochastic Gradients. How should we (correctly) compare multiple graphs?. LiveCap: Real-time Human Performance Capture from Monocular Video. On the Practical Computational Power of Finite Precision RNNs for Language …
Paper Group ANR 984

Paper Group ANR 984

October 16, 2019

Collaborative Learning for Weakly Supervised Object Detection. AMUSE: Multilingual Semantic Parsing for Question Answering over Linked Data. Visual Object Tracking based on Adaptive Siamese and Motion Estimation Network. AI Learns to Recognize Bengali Handwritten Digits: Bengali.AI Computer Vision Challenge 2018. Histogram of Oriented Depth Gradien …
Paper Group ANR 985

Paper Group ANR 985

October 16, 2019

Active Learning for Interactive Neural Machine Translation of Data Streams. Gnirut: The Trouble With Being Born Human In An Autonomous World. Online Visual Robot Tracking and Identification using Deep LSTM Networks. On the Differences between L2-Boosting and the Lasso. Robustness of classifiers to uniform $\ell_p$ and Gaussian noise. A Comparative …
Paper Group ANR 986

Paper Group ANR 986

October 16, 2019

Human-Centered Autonomous Vehicle Systems: Principles of Effective Shared Autonomy. Co-training for Extraction of Adverse Drug Reaction Mentions from Tweets. Guided Zoom: Questioning Network Evidence for Fine-grained Classification. A Nonconvex Projection Method for Robust PCA. Are Efficient Deep Representations Learnable?. Long-term face tracking …
Paper Group ANR 987

Paper Group ANR 987

October 16, 2019

Empirical Evaluation of Character-Based Model on Neural Named-Entity Recognition in Indonesian Conversational Texts. Visual SLAM-based Localization and Navigation for Service Robots: The Pepper Case. Precise Box Score: Extract More Information from Datasets to Improve the Performance of Face Detection. Pushing the Limits of Unconstrained Face Detec …
Paper Group ANR 988

Paper Group ANR 988

October 16, 2019

RGB-T Object Tracking:Benchmark and Baseline. Multi-Domain Pose Network for Multi-Person Pose Estimation and Tracking. An Analysis of the Semantic Annotation Task on the Linked Data Cloud. Praaline: Integrating Tools for Speech Corpus Research. Contrasting information theoretic decompositions of modulatory and arithmetic interactions in neural info …
Paper Group ANR 989

Paper Group ANR 989

October 16, 2019

Short Term Load Forecasting Using Deep Neural Networks. Unsupervised Meta-Learning for Reinforcement Learning. Suggesting Cooking Recipes Through Simulation and Bayesian Optimization. High-confidence error estimates for learned value functions. Multichannel Sound Event Detection Using 3D Convolutional Neural Networks for Learning Inter-channel Feat …
Paper Group ANR 990

Paper Group ANR 990

October 16, 2019

Fairness GAN. Unsupervised Features for Facial Expression Intensity Estimation over Time. Nonlinear Conjugate Gradients For Scaling Synchronous Distributed DNN Training. A Multi-variable Stacked Long-Short Term Memory Network for Wind Speed Forecasting. Data Summarization at Scale: A Two-Stage Submodular Approach. A Storm in an IoT Cup: The Emergen …
Paper Group ANR 991

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 ANR 992

Paper Group ANR 992

October 16, 2019

RGB image-based data analysis via discrete Morse theory and persistent homology. Toward Scale-Invariance and Position-Sensitive Region Proposal Networks. Time Series Classification to Improve Poultry Welfare. EEG machine learning with Higuchi fractal dimension and Sample Entropy as features for successful detection of depression. Efficient Multi-Do …
Paper Group ANR 993

Paper Group ANR 993

October 16, 2019

Symbolic regression based genetic approximations of the Colebrook equation for flow friction. Log Skeletons: A Classification Approach to Process Discovery. Gradient Band-based Adversarial Training for Generalized Attack Immunity of A3C Path Finding. What are the biases in my word embedding?. The Limits of Post-Selection Generalization. Subjective …
Paper Group ANR 994

Paper Group ANR 994

October 16, 2019

Optimal Rates of Sketched-regularized Algorithms for Least-Squares Regression over Hilbert Spaces. nocaps: novel object captioning at scale. Learning and Interpreting Multi-Multi-Instance Learning Networks. Attend More Times for Image Captioning. Deconfounding age effects with fair representation learning when assessing dementia. BCSAT : A Benchmar …
Paper Group ANR 995

Paper Group ANR 995

October 16, 2019

Superresolution method for data deconvolution by superposition of point sources. Personalization of Health Interventions using Cluster-Based Reinforcement Learning. Multi-objective Evolutionary Federated Learning. Virtual Wave Optics for Non-Line-of-Sight Imaging. A Machine Learning Approach to Quantitative Prosopography. Learn to See by Events: Co …