Efficient Computing

High-Fidelity Face Tracking for AR/VR via Deep Lighting Adaptation CVPR 2021 High-Resolution Photorealistic Image Translation in Real-Time: A Laplacian Pyramid Translation Network CVPR 2021 HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens CVPR 2021 How to Train BERT with an Academic Budget EMNLP 2021 HW-TSC’s Participation in the WMT 2021 Efficiency Shared Task EMNLP 2021 Hyperparameter Power Impact in Transformer Language Model Training EMNLP 2021 HypMix: Hyperbolic Interpolative Data Augmentation EMNLP 2021 Improving Computational Efficiency in Visual Reinforcement Learning via Stored Embeddings NeurIPS 2021 Inception Convolution With Efficient Dilation Search CVPR 2021 Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting AAAI 2021 Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding ACL 2021 Iterative Deep Model Compression and Acceleration in the Frequency Domain ACML 2021 Kernel Operations on the GPU, with Autodiff, without Memory Overflows JMLR 2021 Language Resource Efficient Learning for Captioning EMNLP 2021 Large-Scale Learning with Fourier Features and Tensor Decompositions NeurIPS 2021 Learned Bi-Resolution Image Coding using Generalized Octave Convolutions AAAI 2021 Learning Omni-Frequency Region-adaptive Representations for Real Image Super-Resolution AAAI 2021 Learning Optical Flow From a Few Matches CVPR 2021 Long Range Arena : A Benchmark for Efficient Transformers ICLR 2021 LPSNet: A Lightweight Solution for Fast Panoptic Segmentation CVPR 2021 Mars Image Content Classification: Three Years of NASA Deployment and Recent Advances AAAI 2021 Mask-ToF: Learning Microlens Masks for Flying Pixel Correction in Time-of-Flight Imaging CVPR 2021 MATE: Multi-view Attention for Table Transformer Efficiency EMNLP 2021 Memory-efficient Transformers via Top-k Attention EMNLP 2021 Mini-Batch Consistent Slot Set Encoder for Scalable Set Encoding NeurIPS 2021