Deep Learning

Simultaneous Neural Machine Translation with Constituent Label Prediction EMNLP 2021 Single-Shot Hyperspectral-Depth Imaging With Learned Diffractive Optics ICCV 2021 Sketch based Memory for Neural Networks AISTATS 2021 Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing EMNLP 2021 Spatial Ensemble: a Novel Model Smoothing Mechanism for Student-Teacher Framework NeurIPS 2021 Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation Learning IJCAI 2021 Streaming Transformer for Hardware Efficient Voice Trigger Detection and False Trigger Mitigation Interspeech 2021 SynthASR: Unlocking Synthetic Data for Speech Recognition Interspeech 2021 TabNet: Attentive Interpretable Tabular Learning AAAI 2021 Tempered Sigmoid Activations for Deep Learning with Differential Privacy AAAI 2021 Temporal-Coded Deep Spiking Neural Network with Easy Training and Robust Performance AAAI 2021 Temporal Convolutional Network with Frequency Dimension Adaptive Attention for Speech Enhancement Interspeech 2021 TestRank: Bringing Order into Unlabeled Test Instances for Deep Learning Tasks NeurIPS 2021 The LOB Recreation Model: Predicting the Limit Order Book from TAQ History Using an Ordinary Differential Equation Recurrent Neural Network AAAI 2021 Tokens-to-Token ViT: Training Vision Transformers From Scratch on ImageNet ICCV 2021 Towards Understanding Deep Learning from Noisy Labels with Small-Loss Criterion IJCAI 2021 Traffic Forecasting using Vehicle-to-Vehicle Communication L4DC 2021 Training Recurrent Neural Networks via Forward Propagation Through Time ICML 2021 Training Spiking Neural Networks with Accumulated Spiking Flow AAAI 2021 Truly Shift-Invariant Convolutional Neural Networks CVPR 2021 Turning Frequency to Resolution: Video Super-Resolution via Event Cameras CVPR 2021 T-vMF Similarity for Regularizing Intra-Class Feature Distribution CVPR 2021 Two-Pathway Style Embedding for Arbitrary Voice Conversion Interspeech 2021 UASNet: Uncertainty Adaptive Sampling Network for Deep Stereo Matching ICCV 2021 Understanding and Improving Early Stopping for Learning with Noisy Labels NeurIPS 2021