[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group AWR 110
February 1, 2020

Paper Group AWR 110

Neural Predictor for Neural Architecture Search. A New Burrows Wheeler Transform Markov Distance. Fashion IQ: A New Dataset towards Retrieving Images by Natural Language Feedback. An Empirical Study of Spatial Attention Mechanisms in Deep Networks. Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements. Sparseo …

Paper Group AWR 111

Paper Group AWR 111

February 1, 2020

Using Text Embeddings for Causal Inference. INFaaS: A Model-less Inference Serving System. Distorted Representation Space Characterization Through Backpropagated Gradients. Choosing Transfer Languages for Cross-Lingual Learning. Skynet: A Top Deep RL Agent in the Inaugural Pommerman Team Competition. Saliency detection based on structural dissimila …
Paper Group AWR 112

Paper Group AWR 112

February 1, 2020

On the adequacy of untuned warmup for adaptive optimization. Thompson Sampling for a Fatigue-aware Online Recommendation System. GraphSW: a training protocol based on stage-wise training for GNN-based Recommender Model. Neural Canonical Transformation with Symplectic Flows. Warped Input Gaussian Processes for Time Series Forecasting. GSLAM: A Gener …
Paper Group AWR 113

Paper Group AWR 113

February 1, 2020

Robust Learning with Jacobian Regularization. Compact Global Descriptor for Neural Networks. Proactive Human-Machine Conversation with Explicit Conversation Goals. Sum-of-Squares Polynomial Flow. Progressive Pose Attention Transfer for Person Image Generation. Automatic and Simultaneous Adjustment of Learning Rate and Momentum for Stochastic Gradie …
Paper Group AWR 114

Paper Group AWR 114

February 1, 2020

High-Resolution Representations for Labeling Pixels and Regions. Differentially Private Mixed-Type Data Generation For Unsupervised Learning. Controllable List-wise Ranking for Universal No-reference Image Quality Assessment. Learning joint reconstruction of hands and manipulated objects. Unstructured Multi-View Depth Estimation Using Mask-Based Mu …
Paper Group AWR 115

Paper Group AWR 115

February 1, 2020

HetConv: Heterogeneous Kernel-Based Convolutions for Deep CNNs. Delving Deep Into Hybrid Annotations for 3D Human Recovery in the Wild. Establishing Strong Baselines for the New Decade: Sequence Tagging, Syntactic and Semantic Parsing with BERT. SCOPS: Self-Supervised Co-Part Segmentation. Interactive Matching Network for Multi-Turn Response Select …
Paper Group AWR 116

Paper Group AWR 116

February 1, 2020

Towards Interactive Training of Non-Player Characters in Video Games. Counterpoint by Convolution. Incremental Learning Techniques for Semantic Segmentation. Graph Interpolating Activation Improves Both Natural and Robust Accuracies in Data-Efficient Deep Learning. How to Initialize your Network? Robust Initialization for WeightNorm & ResNets. Anti …
Paper Group AWR 117

Paper Group AWR 117

February 1, 2020

Applying Probabilistic Programming to Affective Computing. Expediting TTS Synthesis with Adversarial Vocoding. Region Normalization for Image Inpainting. Weakly Supervised Disentanglement by Pairwise Similarities. Adversarial Examples Improve Image Recognition. Deep Signature Transforms. A Tool for Super-Resolving Multimodal Clinical MRI. Improving …
Paper Group AWR 118

Paper Group AWR 118

February 1, 2020

Time-varying Autoregression with Low Rank Tensors. EpO-Net: Exploiting Geometric Constraints on Dense Trajectories for Motion Saliency. Spatial Group-wise Enhance: Improving Semantic Feature Learning in Convolutional Networks. Latent Weights Do Not Exist: Rethinking Binarized Neural Network Optimization. MedMentions: A Large Biomedical Corpus Annot …
Paper Group AWR 119

Paper Group AWR 119

February 1, 2020

bLIMEy: Surrogate Prediction Explanations Beyond LIME. Scale-wise Convolution for Image Restoration. Monocular 3D Human Pose Estimation by Generation and Ordinal Ranking. Defending Against Adversarial Examples with K-Nearest Neighbor. Reparameterizing Distributions on Lie Groups. A Realistic Dataset and Baseline Temporal Model for Early Drowsiness …
Paper Group AWR 120

Paper Group AWR 120

February 1, 2020

Locality-constrained Spatial Transformer Network for Video Crowd Counting. Robustness of Generalized Learning Vector Quantization Models against Adversarial Attacks. Adversarial Defense by Suppressing High-frequency Components. Personalizing Graph Neural Networks with Attention Mechanism for Session-based Recommendation. C^3 Framework: An Open-sour …
Paper Group AWR 121

Paper Group AWR 121

February 1, 2020

Deep End-to-End Alignment and Refinement for Time-of-Flight RGB-D Module. Validating the Validation: Reanalyzing a large-scale comparison of Deep Learning and Machine Learning models for bioactivity prediction. Safe Policy Improvement with Soft Baseline Bootstrapping. Dense Scale Network for Crowd Counting. Learning Dynamic Author Representations w …
Paper Group AWR 122

Paper Group AWR 122

February 1, 2020

ARMIN: Towards a More Efficient and Light-weight Recurrent Memory Network. Unsupervised Attributed Multiplex Network Embedding. Barack’s Wife Hillary: Using Knowledge-Graphs for Fact-Aware Language Modeling. 2D and 3D Segmentation of uncertain local collagen fiber orientations in SHG microscopy. HiGitClass: Keyword-Driven Hierarchical Classificatio …
Paper Group AWR 123

Paper Group AWR 123

February 1, 2020

Cardinality Estimation in a Virtualized Network Device Using Online Machine Learning. Stochastic Gradient Methods with Layer-wise Adaptive Moments for Training of Deep Networks. Effect Inference from Two-Group Data with Sampling Bias. Convolution Based Spectral Partitioning Architecture for Hyperspectral Image Classification. Regression and Classif …
Paper Group AWR 124

Paper Group AWR 124

February 1, 2020

Enhancing Cross-task Transferability of Adversarial Examples with Dispersion Reduction. On the “steerability” of generative adversarial networks. Learning to compute inner consensus: A novel approach to modeling agreement between Capsules. SlimYOLOv3: Narrower, Faster and Better for Real-Time UAV Applications. Simultaneous Object Detection and Sema …
Paper Group AWR 125

Paper Group AWR 125

February 1, 2020

Rethinking the Evaluation of Video Summaries. Corrigibility with Utility Preservation. Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them. Oktoberfest Food Dataset. Assessing the Ability of Self-Attention Networks to Learn Word Order. Beyond the Self: Using Grounded Affordances to Interp …
Paper Group AWR 126

Paper Group AWR 126

February 1, 2020

Accurate Visual Localization for Automotive Applications. Unlearn Dataset Bias in Natural Language Inference by Fitting the Residual. Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts. Single Image Deraining: A Comprehensive Benchmark Analysis. Constructive Type-Logical Supertagging with Self-Attention Networks. Improving Robus …
Paper Group AWR 127

Paper Group AWR 127

February 1, 2020

The StreetLearn Environment and Dataset. Variational Inference with Numerical Derivatives: variance reduction through coupling. 3D Face Modeling From Diverse Raw Scan Data. Reprogrammable Electro-Optic Nonlinear Activation Functions for Optical Neural Networks. Adaptive Gradient Methods with Dynamic Bound of Learning Rate. Unsupervised learning of …
Paper Group AWR 128

Paper Group AWR 128

February 1, 2020

Neural Speed Reading with Structural-Jump-LSTM. Warfarin dose estimation on multiple datasets with automated hyperparameter optimisation and a novel software framework. Real-time Deep Learning at the Edge for Scalable Reliability Modeling of Si-MOSFET Power Electronics Converters. Fairness and Missing Values. Stein Point Markov Chain Monte Carlo. C …
Paper Group AWR 129

Paper Group AWR 129

February 1, 2020

Acoustic Scene Classification by Implicitly Identifying Distinct Sound Events. A Remote Sensing Image Dataset for Cloud Removal. Learning Transferable Cooperative Behavior in Multi-Agent Teams. Learning to Identify High Betweenness Centrality Nodes from Scratch: A Novel Graph Neural Network Approach. In Defense of the Triplet Loss Again: Learning R …
Paper Group AWR 130

Paper Group AWR 130

February 1, 2020

Scene Graph Prediction with Limited Labels. Neural Consciousness Flow. Path Ranking with Attention to Type Hierarchies. Contextual Encoder-Decoder Network for Visual Saliency Prediction. DELTA: A DEep learning based Language Technology plAtform. Forecasting Pedestrian Trajectory with Machine-Annotated Training Data. Simple vs complex temporal recur …
Paper Group AWR 131

Paper Group AWR 131

February 1, 2020

End-to-End Safe Reinforcement Learning through Barrier Functions for Safety-Critical Continuous Control Tasks. GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question Answering. A Deep Learning based Pipeline for Efficient Oral Cancer Screening on Whole Slide Images. Enhancing Adversarial Example Transferability with an Interm …
Paper Group AWR 132

Paper Group AWR 132

February 1, 2020

Performance and Comparisons of STDP based and Non-STDP based Memristive Neural Networks on Hardware. ICDAR2019 Robust Reading Challenge on Arbitrary-Shaped Text (RRC-ArT). A Good Sample is Hard to Find: Noise Injection Sampling and Self-Training for Neural Language Generation Models. Kandinsky Patterns. Reinforcement Learning Upside Down: Don’t Pre …
Paper Group AWR 133

Paper Group AWR 133

February 1, 2020

Attribute-Aware Attention Model for Fine-grained Representation Learning. Prosodic Phrase Alignment for Machine Dubbing. The Brier Score under Administrative Censoring: Problems and Solutions. Artistic Glyph Image Synthesis via One-Stage Few-Shot Learning. Continuous and Discrete-Time Survival Prediction with Neural Networks. Relation-Shape Convolu …
Paper Group AWR 134

Paper Group AWR 134

February 1, 2020

Domain Knowledge Based Brain Tumor Segmentation and Overall Survival Prediction. Learning Semantic Annotations for Tabular Data. Training convolutional neural networks with cheap convolutions and online distillation. Working women and caste in India: A study of social disadvantage using feature attribution. Bayesian Loss for Crowd Count Estimation …
Paper Group AWR 135

Paper Group AWR 135

February 1, 2020

Context-Aware Sentence/Passage Term Importance Estimation For First Stage Retrieval. The Woman Worked as a Babysitter: On Biases in Language Generation. Learning Implicitly Recurrent CNNs Through Parameter Sharing. Making Fast Graph-based Algorithms with Graph Metric Embeddings. Make Skeleton-based Action Recognition Model Smaller, Faster and Bette …
Paper Group AWR 136

Paper Group AWR 136

February 1, 2020

Unified Sample-Optimal Property Estimation in Near-Linear Time. Detecting and Tracking Small Moving Objects in Wide Area Motion Imagery (WAMI) Using Convolutional Neural Networks (CNNs). Reinforcement Learning for Channel Coding: Learned Bit-Flipping Decoding. Adaptive Discretization for Episodic Reinforcement Learning in Metric Spaces. Robust Poin …
Paper Group AWR 137

Paper Group AWR 137

February 1, 2020

CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning. Spatial Evolutionary Generative Adversarial Networks. Blending Diverse Physical Priors with Neural Networks. Synchronising audio and ultrasound by learning cross-modal embeddings. Machine learning algorithms to infer trait-matching and predict species interactions in ecological …