[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group AWR 194
February 1, 2020

Paper Group AWR 194

Adaptive Posterior Learning: few-shot learning with a surprise-based memory module. Learning to Balance: Bayesian Meta-Learning for Imbalanced and Out-of-distribution Tasks. Reinforcement Learning from Hierarchical Critics. ACNN: a Full Resolution DCNN for Medical Image Segmentation. Quality-Gated Convolutional LSTM for Enhancing Compressed Video. …

Paper Group AWR 195

Paper Group AWR 195

February 1, 2020

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance. A Deep Learning Approach to Grasping the Invisible. Simple and Effective Paraphrastic Similarity from Parallel Translations. Fisher-Bures Adversary Graph Convolutional Networks. Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Rep …
Paper Group AWR 196

Paper Group AWR 196

February 1, 2020

SECTOR: A Neural Model for Coherent Topic Segmentation and Classification. Contrastive Attention Mechanism for Abstractive Sentence Summarization. Talk Proposal: Towards the Realistic Evaluation of Evasion Attacks using CARLA. HarDNet: A Low Memory Traffic Network. Multi-Graph Transformer for Free-Hand Sketch Recognition. Understanding Architecture …
Paper Group AWR 197

Paper Group AWR 197

February 1, 2020

Towards Analyzing Semantic Robustness of Deep Neural Networks. Neural Network Distiller: A Python Package For DNN Compression Research. Fast and Robust Dynamic Hand Gesture Recognition via Key Frames Extraction and Feature Fusion. Adversarial Out-domain Examples for Generative Models. Multi-Agent Deep Reinforcement Learning for Large-scale Traffic …
Paper Group AWR 198

Paper Group AWR 198

February 1, 2020

BADGER: Learning to (Learn [Learning Algorithms] through Multi-Agent Communication). Neural Network Training with Approximate Logarithmic Computations. Explore, Propose, and Assemble: An Interpretable Model for Multi-Hop Reading Comprehension. Predicting Research Trends From Arxiv. A Conceptual Framework for Evaluating Fairness in Search. DDGK: Lea …
Paper Group AWR 199

Paper Group AWR 199

February 1, 2020

Combining Machine Learning Models using combo Library. Diagnosing and Enhancing VAE Models. GNNExplainer: Generating Explanations for Graph Neural Networks. Analyzing Structures in the Semantic Vector Space: A Framework for Decomposing Word Embeddings. Massive vs. Curated Word Embeddings for Low-Resourced Languages. The Case of Yorùbá and Twi. Smar …
Paper Group AWR 200

Paper Group AWR 200

February 1, 2020

Habitat: A Platform for Embodied AI Research. Hi-CMD: Hierarchical Cross-Modality Disentanglement for Visible-Infrared Person Re-Identification. Deep Learning Recommendation Model for Personalization and Recommendation Systems. Multi-Agent Image Classification via Reinforcement Learning. What Makes A Good Story? Designing Composite Rewards for Visu …
Paper Group AWR 201

Paper Group AWR 201

February 1, 2020

Train, Sort, Explain: Learning to Diagnose Translation Models. A Context-Aware Citation Recommendation Model with BERT and Graph Convolutional Networks. Black-Box Adversarial Attack with Transferable Model-based Embedding. Loss Aware Post-training Quantization. Relation Distillation Networks for Video Object Detection. PyRep: Bringing V-REP to Deep …
Paper Group AWR 202

Paper Group AWR 202

February 1, 2020

Hyper-Path-Based Representation Learning for Hyper-Networks. Advancing GraphSAGE with A Data-Driven Node Sampling. Point-to-Point Video Generation. Semi-Supervised Classification on Non-Sparse Graphs Using Low-Rank Graph Convolutional Networks. VideoFlow: A Conditional Flow-Based Model for Stochastic Video Generation. Handwritten Indic Character Re …
Paper Group AWR 203

Paper Group AWR 203

February 1, 2020

Auto-ReID: Searching for a Part-aware ConvNet for Person Re-Identification. Dynamic Measurement Scheduling for Event Forecasting using Deep RL. STAR: A Concise Deep Learning Framework for Citywide Human Mobility Prediction. QATM: Quality-Aware Template Matching For Deep Learning. Single Path One-Shot Neural Architecture Search with Uniform Sampling …
Paper Group AWR 204

Paper Group AWR 204

February 1, 2020

DeepFreak: Learning Crystallography Diffraction Patterns with Automated Machine Learning. GENDIS: GENetic DIscovery of Shapelets. Effectiveness of Self Normalizing Neural Networks for Text Classification. ILS-SUMM: Iterated Local Search for Unsupervised Video Summarization. Omni-Scale Feature Learning for Person Re-Identification. Deep Visual City …
Paper Group AWR 205

Paper Group AWR 205

February 1, 2020

Tangent Images for Mitigating Spherical Distortion. A Simple Pooling-Based Design for Real-Time Salient Object Detection. Functorial Question Answering. Measuring Arithmetic Extrapolation Performance. Orometric Methods in Bounded Metric Data. Structured Graph Learning Via Laplacian Spectral Constraints. CamemBERT: a Tasty French Language Model. Lea …
Paper Group AWR 206

Paper Group AWR 206

February 1, 2020

DurIAN: Duration Informed Attention Network For Multimodal Synthesis. fairseq: A Fast, Extensible Toolkit for Sequence Modeling. Adversarial Skill Networks: Unsupervised Robot Skill Learning from Video. Visual Explanation for Deep Metric Learning. Visualizing How Embeddings Generalize. Unsupervised Discovery of Temporal Structure in Noisy Data with …
Paper Group AWR 207

Paper Group AWR 207

February 1, 2020

Practical License Plate Recognition in Unconstrained Surveillance Systems with Adversarial Super-Resolution. Federated Neuromorphic Learning of Spiking Neural Networks for Low-Power Edge Intelligence. AlphaX: eXploring Neural Architectures with Deep Neural Networks and Monte Carlo Tree Search. Deep Landscape Forecasting for Real-time Bidding Advert …
Paper Group AWR 208

Paper Group AWR 208

February 1, 2020

Augmentation for small object detection. ID-aware Quality for Set-based Person Re-identification. Similarity-DT: Kernel Similarity Embedding for Dynamic Texture Synthesis. Semantics-Aligned Representation Learning for Person Re-identification. MHP-VOS: Multiple Hypotheses Propagation for Video Object Segmentation. PRECOG: PREdiction Conditioned On …
Paper Group AWR 209

Paper Group AWR 209

February 1, 2020

An Automatic Cardiac Segmentation Framework based on Multi-sequence MR Image. Free-form Video Inpainting with 3D Gated Convolution and Temporal PatchGAN. Markov Random Fields for Collaborative Filtering. Human Attention in Image Captioning: Dataset and Analysis. An investigation of model-free planning. Discovery of Natural Language Concepts in Indi …
Paper Group AWR 210

Paper Group AWR 210

February 1, 2020

Additive function approximation in the brain. Non-parametric Uni-modality Constraints for Deep Ordinal Classification. Be Concise and Precise: Synthesizing Open-Domain Entity Descriptions from Facts. Bias-Variance Trade-Off in Hierarchical Probabilistic Models Using Higher-Order Feature Interactions. Hierarchical Pointer Net Parsing. TANDA: Transfe …
Paper Group AWR 211

Paper Group AWR 211

February 1, 2020

Side Window Filtering. On Binscatter. Rethinking Text Attribute Transfer: A Lexical Analysis. OpenSpiel: A Framework for Reinforcement Learning in Games. Certifiable Robustness and Robust Training for Graph Convolutional Networks. Rethinking Irregular Scene Text Recognition. Patch augmentation: Towards efficient decision boundaries for neural netwo …
Paper Group AWR 212

Paper Group AWR 212

February 1, 2020

Kernelized Capsule Networks. Lung and Colon Cancer Histopathological Image Dataset (LC25000). Learning to Seek: Deep Reinforcement Learning for Phototaxis of a Nano Drone in an Obstacle Field. Augmented Neural ODEs. Forced Spatial Attention for Driver Foot Activity Classification. A Benchmark for Edge-Preserving Image Smoothing. Adaptive Divergence …
Paper Group AWR 213

Paper Group AWR 213

February 1, 2020

CSGAN: Cyclic-Synthesized Generative Adversarial Networks for Image-to-Image Transformation. RVOS: End-to-End Recurrent Network for Video Object Segmentation. On a Randomized Multi-Block ADMM for Solving Selected Machine Learning Problems. Tensor Completion for Weakly-dependent Data on Graph for Metro Passenger Flow Prediction. Domain Generalizatio …
Paper Group AWR 214

Paper Group AWR 214

February 1, 2020

Parsimonious Black-Box Adversarial Attacks via Efficient Combinatorial Optimization. COMET: Commonsense Transformers for Automatic Knowledge Graph Construction. Similarity Learning via Kernel Preserving Embedding. Robust Building-based Registration of Airborne LiDAR Data and Optical Imagery on Urban Scenes. CityFlow: A Multi-Agent Reinforcement Lea …
Paper Group AWR 215

Paper Group AWR 215

February 1, 2020

Downhole Track Detection via Multiscale Conditional Generative Adversarial Nets. Atlas: A Dataset and Benchmark for E-commerce Clothing Product Categorization. Deep Recurrent Q-Learning vs Deep Q-Learning on a simple Partially Observable Markov Decision Process with Minecraft. Detecting Extrapolation with Local Ensembles. Brain-Like Object Recognit …
Paper Group AWR 216

Paper Group AWR 216

February 1, 2020

Indices Matter: Learning to Index for Deep Image Matting. Collaborative Policy Learning for Open Knowledge Graph Reasoning. Unsupervised Feature Learning for Point Cloud by Contrasting and Clustering With Graph Convolutional Neural Network. Cross-X Learning for Fine-Grained Visual Categorization. ZEN: Pre-training Chinese Text Encoder Enhanced by N …
Paper Group AWR 217

Paper Group AWR 217

February 1, 2020

A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs. ICLR Reproducibility Challenge Report (Padam : Closing The Generalization Gap Of Adaptive Gradient Methods in Training Deep Neural Networks). Improving Neural Machine Translation with Parent-Scaled Self-Attention. Pareto Multi-Task Lea …
Paper Group AWR 218

Paper Group AWR 218

February 1, 2020

ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks. Gated2Depth: Real-time Dense Lidar from Gated Images. Quantum-inspired canonical correlation analysis for exponentially large dimensional data. Deep Transfer Learning for Multiple Class Novelty Detection. Rotation Invariant Convolutions for 3D Point Cl …
Paper Group AWR 219

Paper Group AWR 219

February 1, 2020

Deep interpretable architecture for plant diseases classification. Spherical Text Embedding. Metric Learning for Adversarial Robustness. Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer. DINGO: Distributed Newton-Type Method for Gradient-Norm Optimization. Unsupervised Keypoint Learning for Guiding Class-Conditional …
Paper Group AWR 220

Paper Group AWR 220

February 1, 2020

Exploring Language Similarities with Dimensionality Reduction Technique. Practical Deep Learning with Bayesian Principles. MLQA: Evaluating Cross-lingual Extractive Question Answering. Attentive Modality Hopping Mechanism for Speech Emotion Recognition. Temporal Localization of Moments in Video Collections with Natural Language. An Unsupervised Aut …
Paper Group AWR 221

Paper Group AWR 221

February 1, 2020

Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification. ODE$^2$VAE: Deep generative second order ODEs with Bayesian neural networks. Missing Data Imputation with Adversarially-trained Graph Convolutional Networks. Spontaneous Facial Micro-Expression Recognition using 3D Spatiotemporal Convolutional Neural Networks. Structured Va …