爱可可老师一周论文精选(2019.12.7)

No 1. 《How to Fine-Tune BERT for Text Classification?》
No 2. 《PyTorch: An Imperative Style, High-Performance Deep Learning Library》
No 3. 《An Alternative Cross Entropy Loss for Learning-to-Rank》
No 4. 《Financial Time Series Forecasting with Deep Learning : A Systematic Literature Review: 2005-2019》
No 5. 《LaFIn: Generative Landmark Guided Face Inpainting》
No 6. 《All you need is a good representation: A multi-level and classifier-centric representation for few-shot learning》
No 7. 《Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networks》
No 8. 《Learning Spatial Fusion for Single-Shot Object Detection》
No 9. 《Reinforced Feature Points: Optimizing Feature Detection and Description for a High-Level Task》
No 10. 《The Matrix Calculus You Need For Deep Learning》
No 11. 《StarGAN v2: Diverse Image Synthesis for Multiple Domains》
No 12. 《Mixing autoencoder with classifier: conceptual data visualization》
No 13. 《How Can We Know What Language Models Know?》
No 14. 《Fast Sparse ConvNets》
No 15. 《AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty》
No 16. 《Noise Robust Generative Adversarial Networks》
No 17. 《Full-Gradient Representation for Neural Network Visualization》
No 18. 《PlantDoc: A Dataset for Visual Plant Disease Detection》
No 19. 《What's Hidden in a Randomly Weighted Neural Network?》
No 20. 《Adversarial Examples Improve Image Recognition》
No 21. 《Lower Bounds for Non-Convex Stochastic Optimization》
No 22. 《ReMixMatch: Semi-Supervised Learning with Distribution Alignment and Augmentation Anchoring》
No 23. 《Physically Interpretable Neural Networks for the Geosciences: Applications to Earth System Variability》
No 24. 《Transflow Learning: Repurposing Flow Models Without Retraining》
No 25. 《Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment》
No 26. 《Neural Integration of Continuous Dynamics》
No 27. 《MUSE: Parallel Multi-Scale Attention for Sequence to Sequence Learning》
No 28. 《In Perfect Shape: Certifiably Optimal 3D Shape Reconstruction from 2D Landmarks》
No 29. 《Dynamic Portfolio Management with Reinforcement Learning》
No 30. 《Region segmentation via deep learning and convex optimization》

发表评论