[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group AWR 447
January 31, 2020

Paper Group AWR 447

ALFA: Agglomerative Late Fusion Algorithm for Object Detection. Improving Deep Lesion Detection Using 3D Contextual and Spatial Attention. Towards Scalable Multi-domain Conversational Agents: The Schema-Guided Dialogue Dataset. Semantic Matching of Documents from Heterogeneous Collections: A Simple and Transparent Method for Practical Applications. …

Paper Group AWR 448

Paper Group AWR 448

January 31, 2020

Resampling detection of recompressed images via dual-stream convolutional neural network. Technical report: supervised training of convolutional spiking neural networks with PyTorch. Copy Move Source-Target Disambiguation through Multi-Branch CNNs. Message Scheduling for Performant, Many-Core Belief Propagation. Exploring Interpretable LSTM Neural …
Paper Group AWR 449

Paper Group AWR 449

January 31, 2020

Chameleon: Learning Model Initializations Across Tasks With Different Schemas. Multi-Label Image Recognition with Graph Convolutional Networks. Similarity Learning for Authorship Verification in Social Media. ELF: Embedded Localisation of Features in pre-trained CNN. WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia. …
Paper Group AWR 450

Paper Group AWR 450

January 31, 2020

Factor Graph Attention. Parameterized quantum circuits as machine learning models. Deep Audio Prior. NAMF: A Non-local Adaptive Mean Filter for Salt-and-Pepper Noise Removal. PoMo: Generating Entity-Specific Post-Modifiers in Context. Densely Residual Laplacian Super-Resolution. DPSNet: End-to-end Deep Plane Sweep Stereo. Dual Graph Attention Netwo …
Paper Group AWR 451

Paper Group AWR 451

January 31, 2020

A Failure of Aspect Sentiment Classifiers and an Adaptive Re-weighting Solution. Memory-efficient and fast implementation of local adaptive binarization methods. Automatic Pulmonary Lobe Segmentation Using Deep Learning. Conf-Net: Toward High-Confidence Dense 3D Point-Cloud with Error-Map Prediction. Efficient Project Gradient Descent for Ensemble …
Paper Group AWR 452

Paper Group AWR 452

January 31, 2020

Stacked Capsule Autoencoders. ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents. Segmenting the Future. Beyond Personalization: Social Content Recommendation for Creator Equality and Consumer Satisfaction. GradNet: Gradient-Guided Network for Visual Object Tracking. Retrieval-based Localization Based on Domain-invariant …
Paper Group AWR 453

Paper Group AWR 453

January 31, 2020

On Adversarial Removal of Hypothesis-only Bias in Natural Language Inference. Understanding the Representation Power of Graph Neural Networks in Learning Graph Topology. Receding Horizon Curiosity. GLTR: Statistical Detection and Visualization of Generated Text. $Σ$-net: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR I …
Paper Group AWR 454

Paper Group AWR 454

January 31, 2020

GRIP: Graph-based Interaction-aware Trajectory Prediction. Tweets Can Tell: Activity Recognition using Hybrid Long Short-Term Memory Model. Flow-Motion and Depth Network for Monocular Stereo and Beyond. Meta-learnt priors slow down catastrophic forgetting in neural networks. Indoor Depth Completion with Boundary Consistency and Self-Attention. Omni …
Paper Group AWR 455

Paper Group AWR 455

January 31, 2020

Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data. Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study. Emotion Recognition in Conversation: Research Challenges, Datasets, and Recent Advances. Convolutional Neural Networks on non-uniform geometrical signals using Euclidean spectral transformation. …
Paper Group AWR 456

Paper Group AWR 456

January 31, 2020

FasterSeg: Searching for Faster Real-time Semantic Segmentation. BOBBY2: Buffer Based Robust High-Speed Object Tracking. Unsupervised Neural Quantization for Compressed-Domain Similarity Search. Revealing the Importance of Semantic Retrieval for Machine Reading at Scale. Random Pairwise Shapelets Forest. SurfCon: Synonym Discovery on Privacy-Aware …
Paper Group AWR 457

Paper Group AWR 457

January 31, 2020

SinGAN: Learning a Generative Model from a Single Natural Image. Boundary Effect-Aware Visual Tracking for UAV with Online Enhanced Background Learning and Multi-Frame Consensus Verification. The Limited Multi-Label Projection Layer. Kaolin: A PyTorch Library for Accelerating 3D Deep Learning Research. Learning to Regress 3D Face Shape and Expressi …
Paper Group AWR 458

Paper Group AWR 458

January 31, 2020

Data Augmentation for Object Detection via Progressive and Selective Instance-Switching. Graph Convolutional Networks for Temporal Action Localization. Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression. Towards Efficient Model Compression via Learned Global Ranking. Once-for-All: Train One Network and Specialize it for Effic …
Paper Group ANR 199

Paper Group ANR 199

January 30, 2020

Weakly Labeling the Antarctic: The Penguin Colony Case. Unseen Object Segmentation in Videos via Transferable Representations. Machine Learning for Geometrically-Consistent Angular Spread Function Estimation in Massive MIMO. L2P: An Algorithm for Estimating Heavy-tailed Outcomes. LYRICS: a General Interface Layer to Integrate Logic Inference and De …
Paper Group ANR 200

Paper Group ANR 200

January 30, 2020

Two-layer Residual Sparsifying Transform Learning for Image Reconstruction. Just Go with the Flow: Self-Supervised Scene Flow Estimation. Resource-Efficient Wearable Computing for Real-Time Reconfigurable Machine Learning: A Cascading Binary Classification. Learning Fast Magnetic Resonance Imaging. Incorporating Word and Subword Units in Unsupervis …
Paper Group ANR 201

Paper Group ANR 201

January 30, 2020

Addressing Algorithmic Bottlenecks in Elastic Machine Learning with Chicle. Online Linear Programming: Dual Convergence, New Algorithms, and Regret Bounds. Deep learning-based development of personalized human head model with non-uniform conductivity for brain stimulation. Greedy AutoAugment. On Solving Minimax Optimization Locally: A Follow-the-Ri …
Paper Group ANR 202

Paper Group ANR 202

January 30, 2020

Tropical Geometry and Piecewise-Linear Approximation of Curves and Surfaces on Weighted Lattices. X-Ray CT Reconstruction of Additively Manufactured Parts using 2.5D Deep Learning MBIR. Kernel Dependence Regularizers and Gaussian Processes with Applications to Algorithmic Fairness. Learning Position Evaluation Functions Used in Monte Carlo Softmax …
Paper Group ANR 203

Paper Group ANR 203

January 30, 2020

Environment reconstruction on depth images using Generative Adversarial Networks. Joint Subspace Recovery and Enhanced Locality Driven Robust Flexible Discriminative Dictionary Learning. Constructing Gradient Controllable Recurrent Neural Networks Using Hamiltonian Dynamics. Optimizing Millions of Hyperparameters by Implicit Differentiation. Two-St …
Paper Group ANR 204

Paper Group ANR 204

January 30, 2020

Variance-Based Risk Estimations in Markov Processes via Transformation with State Lumping. Resilient Supplier Selection in Logistics 4.0 with Heterogeneous Information. Merging Deterministic Policy Gradient Estimations with Varied Bias-Variance Tradeoff for Effective Deep Reinforcement Learning. Training Provably Robust Models by Polyhedral Envelop …
Paper Group ANR 205

Paper Group ANR 205

January 30, 2020

A new CP-approach for a parallel machine scheduling problem with time constraints on machine qualifications. Deep Divergence-Based Approach to Clustering. The Power of Comparisons for Actively Learning Linear Classifiers. Wi2Vi: Generating Video Frames from WiFi CSI Samples. Domain-Invariant Feature Distillation for Cross-Domain Sentiment Classific …
Paper Group ANR 206

Paper Group ANR 206

January 30, 2020

Joint 3D Localization and Classification of Space Debris using a Multispectral Rotating Point Spread Function. How do infinite width bounded norm networks look in function space?. Overcoming the Rare Word Problem for Low-Resource Language Pairs in Neural Machine Translation. KerGM: Kernelized Graph Matching. Adversarial AutoAugment. Towards a regul …
Paper Group ANR 207

Paper Group ANR 207

January 30, 2020

Semi-Heterogeneous Three-Way Joint Embedding Network for Sketch-Based Image Retrieval. A Training-free, One-shot Detection Framework For Geospatial Objects In Remote Sensing Images. Manufacturing Dispatching using Reinforcement and Transfer Learning. Causally Denoise Word Embeddings Using Half-Sibling Regression. Error bound of local minima and KL …
Paper Group ANR 208

Paper Group ANR 208

January 30, 2020

Language-Conditioned Graph Networks for Relational Reasoning. Secure Federated Matrix Factorization. Learning chordal extensions. A Survey on Biomedical Image Captioning. Fault Tolerance of Neural Networks in Adversarial Settings. Virtual Training for a Real Application: Accurate Object-Robot Relative Localization without Calibration. Global Salien …
Paper Group ANR 209

Paper Group ANR 209

January 30, 2020

Unsupervised Out-of-Distribution Detection with Batch Normalization. FPScreen: A Rapid Similarity Search Tool for Massive Molecular Library Based on Molecular Fingerprint Comparison. Accuracy Improvement of Neural Network Training using Particle Swarm Optimization and its Stability Analysis for Classification. Experiments in Detecting Persuasion Te …
Paper Group ANR 210

Paper Group ANR 210

January 30, 2020

An Overview of In-memory Processing with Emerging Non-volatile Memory for Data-intensive Applications. Online Pricing with Reserve Price Constraint for Personal Data Markets. Disease gene prioritization using network topological analysis from a sequence based human functional linkage network. Deep Reinforcement Learning for Industrial Insertion Tas …
Paper Group ANR 211

Paper Group ANR 211

January 30, 2020

Binary Stochastic Representations for Large Multi-class Classification. Improved Forecasting of Cryptocurrency Price using Social Signals. Macrocanonical Models for Texture Synthesis. An Automatic Design Framework of Swarm Pattern Formation based on Multi-objective Genetic Programming. CogCompTime: A Tool for Understanding Time in Natural Language …
Paper Group ANR 212

Paper Group ANR 212

January 30, 2020

Learning fashion compatibility across apparel categories for outfit recommendation. Hybrid Approaches for our Participation to the n2c2 Challenge on Cohort Selection for Clinical Trials. The What-If Tool: Interactive Probing of Machine Learning Models. Deep Trajectory for Recognition of Human Behaviours. On Approximate Nonlinear Gaussian Message Pa …
Paper Group ANR 213

Paper Group ANR 213

January 30, 2020

CityFlow: A City-Scale Benchmark for Multi-Target Multi-Camera Vehicle Tracking and Re-Identification. Reusable neural skill embeddings for vision-guided whole body movement and object manipulation. Progressive Retinex: Mutually Reinforced Illumination-Noise Perception Network for Low Light Image Enhancement. QUOTIENT: Two-Party Secure Neural Netwo …
Paper Group ANR 214

Paper Group ANR 214

January 30, 2020

Federated Learning over Wireless Fading Channels. Towards the Enhancement of Body Standing Balance Recovery by Means of a Wireless Audio-Biofeedback System. Unsupervised Assignment Flow: Label Learning on Feature Manifolds by Spatially Regularized Geometric Assignment. DeepHuman: 3D Human Reconstruction from a Single Image. Multi-View Multi-Instanc …