[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 85
May 7, 2019

Paper Group ANR 85

Learning to Recognize Objects by Retaining other Factors of Variation. Learning to Extract Motion from Videos in Convolutional Neural Networks. DeepProposals: Hunting Objects and Actions by Cascading Deep Convolutional Layers. Optimal Rates for Multi-pass Stochastic Gradient Methods. FLAG n’ FLARE: Fast Linearly-Coupled Adaptive Gradient Methods. A …

Paper Group ANR 86

Paper Group ANR 86

May 7, 2019

Understanding Error Correction and its Role as Part of the Communication Channel in Environments composed of Self-Integrating Systems. Stochastic inference with spiking neurons in the high-conductance state. VideoMCC: a New Benchmark for Video Comprehension. Phased Exploration with Greedy Exploitation in Stochastic Combinatorial Partial Monitoring …
Paper Group ANR 87

Paper Group ANR 87

May 7, 2019

Automated Resolution Selection for Image Segmentation. Deep CNNs for HEp-2 Cells Classification : A Cross-specimen Analysis. Reconstructing Neural Parameters and Synapses of arbitrary interconnected Neurons from their Simulated Spiking Activity. Features Fusion for Classification of Logos. DiffSharp: An AD Library for .NET Languages. Real time erro …
Paper Group ANR 88

Paper Group ANR 88

May 7, 2019

Practical optimal experiment design with probabilistic programs. Old Content and Modern Tools - Searching Named Entities in a Finnish OCRed Historical Newspaper Collection 1771-1910. Chinese/English mixed Character Segmentation as Semantic Segmentation. CNN-aware Binary Map for General Semantic Segmentation. Automatic verbal aggression detection fo …
Paper Group ANR 89

Paper Group ANR 89

May 7, 2019

Byte-based Language Identification with Deep Convolutional Networks. Hierarchical Conflict Propagation: Sequence Learning in a Recurrent Deep Neural Network. Fine-to-coarse Knowledge Transfer For Low-Res Image Classification. Photographic dataset: random peppercorns. Solving MaxSAT by Successive Calls to a SAT Solver. Variational Autoencoder for De …
Paper Group ANR 9

Paper Group ANR 9

May 7, 2019

Encoder-decoder with Focus-mechanism for Sequence Labelling Based Spoken Language Understanding. Ranking Biomarkers Through Mutual Information. Active User Authentication for Smartphones: A Challenge Data Set and Benchmark Results. OPML: A One-Pass Closed-Form Solution for Online Metric Learning. Semi-supervised learning of local structured output …
Paper Group ANR 90

Paper Group ANR 90

May 7, 2019

Neural Network-Based Abstract Generation for Opinions and Arguments. Visual Saliency Detection Based on Multiscale Deep CNN Features. Extracting Arabic Relations from the Web. Experimental Assessment of Aggregation Principles in Argumentation-enabled Collective Intelligence. Supervised multiway factorization. Mouse Movement and Probabilistic Graphi …
Paper Group ANR 91

Paper Group ANR 91

May 7, 2019

A Video-Based Method for Objectively Rating Ataxia. An optimal learning method for developing personalized treatment regimes. Topology and Geometry of Half-Rectified Network Optimization. Information Dropout: Learning Optimal Representations Through Noisy Computation. Watch-n-Patch: Unsupervised Learning of Actions and Relations. Revise Saturated A …
Paper Group ANR 92

Paper Group ANR 92

May 7, 2019

Team-Optimal Distributed MMSE Estimation in General and Tree Networks. Best-of-K Bandits. Robust Matrix Regression. Safe Probability. PSDVec: a Toolbox for Incremental and Scalable Word Embedding. The Evolutionary Process of Image Transition in Conjunction with Box and Strip Mutation. Interactive Tools and Tasks for the Hebrew Bible. Complex Decomp …
Paper Group ANR 93

Paper Group ANR 93

May 7, 2019

Lifted Convex Quadratic Programming. Caffeinated FPGAs: FPGA Framework For Convolutional Neural Networks. Pattern-Based Approach to the Workflow Satisfiability Problem with User-Independent Constraints. Keypoint Density-based Region Proposal for Fine-Grained Object Detection and Classification using Regions with Convolutional Neural Network Feature …
Paper Group ANR 94

Paper Group ANR 94

May 7, 2019

A Single Model Explains both Visual and Auditory Precortical Coding. Probing the Geometry of Data with Diffusion Fréchet Functions. Energy Disaggregation for Real-Time Building Flexibility Detection. Adaptive regularization for Lasso models in the context of non-stationary data streams. A Survey of Qualitative Spatial and Temporal Calculi – Algebr …
Paper Group ANR 95

Paper Group ANR 95

May 7, 2019

Studying the impact of negotiation environments on negotiation teams’ performance. Statistical mechanics of unsupervised feature learning in a restricted Boltzmann machine with binary synapses. Anatomy-Aware Measurement of Segmentation Accuracy. Bayesian linear regression with Student-t assumptions. Unsupervised Transductive Domain Adaptation. Topi …
Paper Group ANR 96

Paper Group ANR 96

May 7, 2019

Automatic Genre and Show Identification of Broadcast Media. Modeling Human Ad Hoc Coordination. Informal Physical Reasoning Processes. Hybrid Light Field Imaging for Improved Spatial Resolution and Depth Range. Normalizing Flows on Riemannian Manifolds. Multi-objective Active Control Policy Design for Commensurate and Incommensurate Fractional Orde …
Paper Group ANR 97

Paper Group ANR 97

May 7, 2019

Understanding Image and Text Simultaneously: a Dual Vision-Language Machine Comprehension Task. Low Rank Approximation with Entrywise $\ell_1$-Norm Error. Semantic-Aware Depth Super-Resolution in Outdoor Scenes. LCrowdV: Generating Labeled Videos for Simulation-based Crowd Behavior Learning. Hierarchical Gaussian Mixture Model with Objects Attached …
Paper Group ANR 98

Paper Group ANR 98

May 7, 2019

Lazy Evaluation of Convolutional Filters. Stereo Video Deblurring. Neural Random Forests. Non-contact hemodynamic imaging reveals the jugular venous pulse waveform. Perfect Fingerprint Orientation Fields by Locally Adaptive Global Models. Enhanced perceptrons using contrastive biclusters. Fast Video Classification via Adaptive Cascading of Deep Mod …
Paper Group ANR 99

Paper Group ANR 99

May 7, 2019

A Bayesian Network approach to County-Level Corn Yield Prediction using historical data and expert knowledge. Weakly Supervised Object Localization Using Size Estimates. Creating a Real-Time, Reproducible Event Dataset. A Maximum A Posteriori Estimation Framework for Robust High Dynamic Range Video Synthesis. Empirical Evaluation of A New Approach …
Paper Group AWR 1

Paper Group AWR 1

May 7, 2019

A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues. Artistic style transfer for videos. Show and Tell: Lessons learned from the 2015 MSCOCO Image Captioning Challenge. AMOS: An Automated Model Order Selection Algorithm for Spectral Graph Clustering. Phase Transitions and a Model Order Selection Criterion for Spectral Grap …
Paper Group AWR 10

Paper Group AWR 10

May 7, 2019

Automatically tracking neurons in a moving and deforming brain. RSSL: Semi-supervised Learning in R. Towards Real-Time, Country-Level Location Classification of Worldwide Tweets. Multiple target tracking based on sets of trajectories. ProjE: Embedding Projection for Knowledge Graph Completion. Theano-MPI: a Theano-based Distributed Training Framewo …
Paper Group AWR 100

Paper Group AWR 100

May 7, 2019

Understanding the 2016 US Presidential Election using ecological inference and distribution regression with census microdata. Coordination Annotation Extension in the Penn Tree Bank. Facial Expression Recognition using Convolutional Neural Networks: State of the Art. Entropic Causal Inference. Unsupervised Monocular Depth Estimation with Left-Right …
Paper Group AWR 101

Paper Group AWR 101

May 7, 2019

Input Convex Neural Networks. Temporal Learning and Sequence Modeling for a Job Recommender System. A Fixed-Point Model for Pancreas Segmentation in Abdominal CT Scans. Deep Fully-Connected Networks for Video Compressive Sensing. Deep Learning for Music. Word Ordering Without Syntax. On Image segmentation using Fractional Gradients-Learning Model P …
Paper Group AWR 102

Paper Group AWR 102

May 7, 2019

Convolutional Recurrent Neural Networks for Music Classification. Recurrent Dropout without Memory Loss. Geometric deep learning on graphs and manifolds using mixture model CNNs. Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization. An Efficient Character-Level Neural Machine Translation. NIPS 2016 Tutorial: Generative Adversaria …
Paper Group AWR 103

Paper Group AWR 103

May 7, 2019

Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphs. Poisson multi-Bernoulli conjugate prior for multiple extended object filtering. Untrimmed Video Classification for Activity Detection: submission to ActivityNet Challenge. Visual-Inertial Monocular SLAM with Map Reuse. Learning HMMs with Nonpar …
Paper Group AWR 104

Paper Group AWR 104

May 7, 2019

An IoT Endpoint System-on-Chip for Secure and Energy-Efficient Near-Sensor Analytics. Nonparametric Modeling of Dynamic Functional Connectivity in fMRI Data. Sampling Generative Networks. It’s Written All Over Your Face: Full-Face Appearance-Based Gaze Estimation. Communication-Efficient Learning of Deep Networks from Decentralized Data. Latent Pre …
Paper Group AWR 105

Paper Group AWR 105

May 7, 2019

EIE: Efficient Inference Engine on Compressed Deep Neural Network. Wav2Letter: an End-to-End ConvNet-based Speech Recognition System. Learning a Driving Simulator. Semantic Perceptual Image Compression using Deep Convolution Networks. Stochastic Variance Reduction for Nonconvex Optimization. Distributed Constraint Optimization Problems and Applicat …
Paper Group AWR 106

Paper Group AWR 106

May 7, 2019

VisualBackProp: efficient visualization of CNNs. Definition Modeling: Learning to define word embeddings in natural language. Playing FPS Games with Deep Reinforcement Learning. Going Deeper with Contextual CNN for Hyperspectral Image Classification. Nonparametric Spherical Topic Modeling with Word Embeddings. Exploiting sparsity to build efficient …
Paper Group AWR 11

Paper Group AWR 11

May 7, 2019

Shallow and Deep Convolutional Networks for Saliency Prediction. Temporal Action Localization in Untrimmed Videos via Multi-stage CNNs. An Efficient Training Algorithm for Kernel Survival Support Vector Machines. Double Thompson Sampling for Dueling Bandits. Temporal Activity Detection in Untrimmed Videos with Recurrent Neural Networks. Causal Lear …
Paper Group AWR 12

Paper Group AWR 12

May 7, 2019

Multi-Person Pose Estimation with Local Joint-to-Person Associations. Whitening-Free Least-Squares Non-Gaussian Component Analysis. Training Deep Networks for Facial Expression Recognition with Crowd-Sourced Label Distribution. Equality of Opportunity in Supervised Learning. vDNN: Virtualized Deep Neural Networks for Scalable, Memory-Efficient Neur …
Paper Group AWR 13

Paper Group AWR 13

May 7, 2019

Coresets for Scalable Bayesian Logistic Regression. Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis. Hierarchical Character-Word Models for Language Identification. Detecting state of aggression in sentences using CNN. Steerable CNNs. Universal adversarial perturbations. Mastering 2048 with Delayed Temporal Cohe …