Deep Learning

PyChain: A Fully Parallelized PyTorch Implementation of LF-MMI for End-to-End ASR Interspeech 2020 PyGlove: Symbolic Programming for Automated Machine Learning NeurIPS 2020 PyMT5: multi-mode translation of natural language and Python code with transformers EMNLP 2020 Pyramid Attention Aggregation Network for Semantic Segmentation of Surgical Instruments AAAI 2020 Pyramid Constrained Self-Attention Network for Fast Video Salient Object Detection AAAI 2020 Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT AAAI 2020 Q. Can Knowledge Graphs be used to Answer Boolean Questions? A. It’s complicated! EMNLP 2020 QEBA: Query-Efficient Boundary-Based Blackbox Attack CVPR 2020 Quadtree Generating Networks: Efficient Hierarchical Scene Parsing with Sparse Convolutions WACV 2020 Quantifying Attention Flow in Transformers ACL 2020 Quantifying Intimacy in Language EMNLP 2020 Quantifying Learnability and Describability of Visual Concepts Emerging in Representation Learning NeurIPS 2020 Quantifying Point-Prediction Uncertainty in Neural Networks via Residual Estimation with an I/O Kernel ICLR 2020 Quantifying the Contextualization of Word Representations with Semantic Class Probing EMNLP 2020 Quantifying the Cost of Reliable Photo Authentication via High-Performance Learned Lossy Representations ICLR 2020 Quantifying the Value of Lateral Views in Deep Learning for Chest X-rays MIDL 2020 Quantile QT-Opt for Risk-Aware Vision-Based Robotic Grasping RSS 2020 Quantitative Propagation of Chaos for SGD in Wide Neural Networks NeurIPS 2020 Quantization Aware Training with Absolute-Cosine Regularization for Automatic Speech Recognition Interspeech 2020 Quantized Compressive Sampling of Stochastic Gradients for Efficient Communication in Distributed Deep Learning AAAI 2020 Quantized Variational Inference NeurIPS 2020 Quantum Algorithms for Deep Convolutional Neural Networks ICLR 2020 QuASE: Question-Answer Driven Sentence Encoding ACL 2020 Quasi-Periodic Parallel WaveGAN Vocoder: A Non-Autoregressive Pitch-Dependent Dilated Convolution Model for Parametric Speech Generation Interspeech 2020 Quaternion Neural Networks for Multi-Channel Distant Speech Recognition Interspeech 2020