No 1. 《Graph Neural Networks: A Review of Methods and Applications》
    No 2. 《SlimYOLOv3: Narrower, Faster and Better for Real-Time UAV Applications》
    No 3. 《Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches》
    No 4. 《The Matrix Calculus You Need For Deep Learning》
    No 5. 《Understanding Video Content: Efficient Hero Detection and Recognition for the Game ‘Honor of Kings’》
    No 6. 《DropAttention: A Regularization Method for Fully-Connected Self-Attention Networks》
    No 7. 《U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation》
    No 8. 《Green AI》
    No 9. 《Bridging the Gap between Training and Inference for Neural Machine Translation》
    No 10. 《Overfitting of neural nets under class imbalance: Analysis and improvements for segmentation》
    No 11. 《Graph Neural Networks for Small Graph and Giant Network Representation Learning: An Overview》
    No 12. 《MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and Classification》
    No 13. 《RoBERTa: A Robustly Optimized BERT Pretraining Approach》
    No 14. 《Learning to Select, Track, and Generate for Data-to-Text》
    No 15. 《Deep Reinforcement Learning for Personalized Search Story Recommendation》
    No 16. 《On Mutual Information Maximization for Representation Learning》
    No 17. 《Eidetic 3D LSTM: A Model for Video Prediction and Beyond》
    No 18. 《Don’t Worry About the Weather: Unsupervised Condition-Dependent Domain Adaptation》
    No 19. 《Lifelong GAN: Continual Learning for Conditional Image Generation》
    No 20. 《Deep Gradient Boosting》
    No 21. 《MaskGAN: Towards Diverse and Interactive Facial Image Manipulation》
    No 22. 《iCartoonFace: A Benchmark of Cartoon Person Recognition》
    No 23. 《EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks》
    No 24. 《Is BERT Really Robust? Natural Language Attack on Text Classification and Entailment》
    No 25. 《Introduction to Neural Network based Approaches for Question Answering over Knowledge Graphs》
    No 26. 《Towards meta-learning for multi-target regression problems》
    No 27. 《Self-Supervised Adaptation of High-Fidelity Face Models for Monocular Performance Tracking》
    No 28. 《A Neural Network Based On-device Learning Anomaly Detector for Edge Devices》
    No 29. 《Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems》
    No 30. 《Music Recommendations in Hyperbolic Space: An Application of Empirical Bayes and Hierarchical Poincaré Embeddings》