爱可可老师一周论文精选(2019.4.13)

No 1. 【可扩展肌肉驱动人体模拟与控制(SIGGRAPH 2019):深度强化学习运动模拟,基于全身肌肉骨骼模型,包含346块肌肉,可进行术后步态预测模拟】
No 2. 【Curve-GCN交互式图像标注,性能优于Polygon-RNN++,速度提高10倍】
No 3. 《An Attentive Survey of Attention Models》
No 4. 《Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving》
No 5. 《Text Generation from Knowledge Graphs with Graph Transformers》
No 6. 《Monocular 3D Object Detection Leveraging Accurate Proposals and Shape Reconstruction》
No 7. 《Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection》
No 8. 《VideoBERT: A Joint Model for Video and Language Representation Learning》
No 9. 《Bag of Tricks for Image Classification with Convolutional Neural Networks》
No 10. 《Sogou Machine Reading Comprehension Toolkit》
No 11. 《Analysis of the Gradient Descent Algorithm for a Deep Neural Network Model with Skip-connections》
No 12. 《A Selective Overview of Deep Learning》
No 13. 《Learning Discrete Structures for Graph Neural Networks》
No 14. 《High-Resolution Representations for Labeling Pixels and Regions》
No 15. 《A Robust Learning Approach to Domain Adaptive Object Detection》
No 16. 《Depth from Videos in the Wild: Unsupervised Monocular Depth Learning from Unknown Cameras》
No 17. 《A New GAN-based End-to-End TTS Training Algorithm》
No 18. 《Attention is not Explanation》
No 19. 《Probing Biomedical Embeddings from Language Models》
No 20. 《ASAP: Architecture Search, Anneal and Prune》
No 21. 《Reinforcement Learning with Attention that Works: A Self-Supervised Approach》
No 22. 《Spatially Controllable Image Synthesis with Internal Representation Collaging》
No 23. 《MVX-Net: Multimodal VoxelNet for 3D Object Detection》
No 24. 《Training a Neural Speech Waveform Model using Spectral Losses of Short-Time Fourier Transform and Continuous Wavelet Transform》
No 25. 《Data-Free Learning of Student Networks》
No 26. 【NAACL 2019 Best Paper Awards】
No 27. 《Bayesian Mixed Effect Sparse Tensor Response Regression Model with Joint Estimation of Activation and Connectivity》
No 28. 《Towards Real-Time Automatic Portrait Matting on Mobile Devices》
No 29. 【文本动画生成:迪士尼用脚本直接生成故事板动画】
No 30. 《Community Detection in Social Network using Temporal Data》

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