爱可可老师一周论文精选(2020.5.16)

No 1. 《Machine Learning on Graphs: A Model and Comprehensive Taxonomy》
No 2. 《Unsupervised Anomaly Detection via Deep Metric Learning with End-to-End Optimization》
No 3. 《Explainable Reinforcement Learning: A Survey》
No 4. 《Improving Semantic Segmentation via Self-Training》
No 5. 《DeepFaceLab: A simple, flexible and extensible face swapping framework》
No 6. 《Tree! I am no Tree! I am a Low Dimensional Hyperbolic Embedding》
No 7. 《Monte Carlo Geometry Processing: A Grid-Free Approach to PDE-Based Methods on Volumetric Domains》
No 8. 《Collective Loss Function for Positive and Unlabeled Learning》
No 9. 《The Cascade Transformer: an Application for Efficient Answer Sentence Selection》
No 10. 《The Information Bottleneck Problem and Its Applications in Machine Learning》
No 11. 《Wavelet Integrated CNNs for Noise-Robust Image Classification》
No 12. 《SurfelGAN: Synthesizing Realistic Sensor Data for Autonomous Driving》
No 13. 《Geometric graphs from data to aid classification tasks with graph convolutional networks》
No 14. 《Flowtron: an Autoregressive Flow-based Generative Network for Text-to-Speech Synthesis》
No 15. 《DeepRobust: A PyTorch Library for Adversarial Attacks and Defenses》
No 16. 《A Causal View on Robustness of Neural Networks》
No 17. 《Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions》
No 18. 《Toward Better Storylines with Sentence-Level Language Models》
No 19. 《A simulation study of disaggregation regression for spatial disease mapping》
No 20. 《Local Self-Attention over Long Text for Efficient Document Retrieval》
No 21. 《HDD-Net: Hybrid Detector Descriptor with Mutual Interactive Learning》
No 22. 《FroDO: From Detections to 3D Objects》
No 23. 《Self-Supervised Human Depth Estimation from Monocular Videos》
No 24. 《Is Long Horizon Reinforcement Learning More Difficult Than Short Horizon Reinforcement Learning?》
No 25. 《RigNet: Neural Rigging for Articulated Characters》
No 26. 《Enabling Language Models to Fill in the Blanks》
No 27. 《FaR-GAN for One-Shot Face Reenactment》
No 28. 《ExpBERT: Representation Engineering with Natural Language Explanations》
No 29. 《Efficient and Scalable Bayesian Neural Nets with Rank-1 Factors》
No 30. 《SciREX: A Challenge Dataset for Document-Level Information Extraction》

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