No 1. 《XLNet: Generalized Autoregressive Pretraining for Language Understanding》
No 2. 《A Survey on Neural Network Language Models》
No 3. 《Stacked Capsule Autoencoders》
No 4. 《Pre-Training with Whole Word Masking for Chinese BERT》
No 5. 《Position-aware Graph Neural Networks》
No 6. 《Can You Trust Your Model’s Uncertainty? Evaluating Predictive Uncertainty Under Dataset Shift》
No 7. 《Meta-Learning via Learned Loss》
No 8. 《PyRobot: An Open-source Robotics Framework for Research and Benchmarking》
No 9. 《A Partially Reversible U-Net for Memory-Efficient Volumetric Image Segmentation》
No 10. 《A Closed-Form Learned Pooling for Deep Classification Networks》
No 11. 《Matching the Blanks: Distributional Similarity for Relation Learning》
No 12. 《A Variational Autoencoder for Probabilistic Non-Negative Matrix Factorisation》
No 13. 《Stand-Alone Self-Attention in Vision Models》
No 14. 《There is no general AI: Why Turing machines cannot pass the Turing test》
No 15. 《Statistical Inference for Generative Models with Maximum Mean Discrepancy》
No 16. 《Adaptive Nonparametric Variational Autoencoder》
No 17. 《PHiSeg: Capturing Uncertainty in Medical Image Segmentation》
No 18. 《Deep learning for cellular image analysis》
No 19. 【LSTM的大批量(Large-Batch)训练】
No 20. 《Deep Reinforcement Learning for Industrial Insertion Tasks with Visual Inputs and Natural Rewards》
No 21. 《NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language》
No 22. 《Reweighted Expectation Maximization》
No 23. 《Manifold Graph with Learned Prototypes for Semi-Supervised Image Classification》
No 24. 《Budget-aware Semi-Supervised Semantic and Instance Segmentation》
No 25. 《Visual Relationships as Functions: Enabling Few-Shot Scene Graph Prediction》
No 26. 《Unsupervised Neural Single-Document Summarization of Reviews via Learning Latent Discourse Structure and its Ranking》
No 27. 《Self-Attentional Models for Lattice Inputs》
No 28. 《R2D2: Reliable and Repeatable Detectors and Descriptors for Joint Sparse Keypoint Detection and Local Feature Extraction》
No 29. 《GLTR: Statistical Detection and Visualization of Generated Text》
No 30. 《Sentence Mover’s Similarity: Automatic Evaluation for Multi-Sentence Texts》