Efficient Computing

TResNet: High Performance GPU-Dedicated Architecture WACV 2021 Triple M: A Practical Text-to-Speech Synthesis System with Multi-Guidance Attention and Multi-Band Multi-Time LPCNet Interspeech 2021 Tuning Mixed Input Hyperparameters on the Fly for Efficient Population Based AutoRL NeurIPS 2021 Ultra-High-Definition Image Dehazing via Multi-Guided Bilateral Learning CVPR 2021 Ultra-High Dimensional Sparse Representations with Binarization for Efficient Text Retrieval EMNLP 2021 UMEC: Unified model and embedding compression for efficient recommendation systems ICLR 2021 UnClE: Explicitly Leveraging Semantic Similarity to Reduce the Parameters of Word Embeddings EMNLP 2021 Understanding and Overcoming the Challenges of Efficient Transformer Quantization EMNLP 2021 UnibucKernel: Geolocating Swiss German Jodels Using Ensemble Learning EACL 2021 Universal and Flexible Optical Aberration Correction Using Deep-Prior Based Deconvolution ICCV 2021 Value-aware Approximate Attention EMNLP 2021 VA-RED$^2$: Video Adaptive Redundancy Reduction ICLR 2021 Variable-Rate Deep Image Compression Through Spatially-Adaptive Feature Transform ICCV 2021 Variance reduction in frequency estimators via control variates method UAI 2021 V-DESIRR: Very Fast Deep Embedded Single Image Reflection Removal ICCV 2021 Vector Quantized Bayesian Neural Network Inference for Data Streams AAAI 2021 Verifiability and Predictability: Interpreting Utilities of Network Architectures for Point Cloud Processing CVPR 2021 Video Question Answering Using Language-Guided Deep Compressed-Domain Video Feature ICCV 2021 VisioRed: A Visualisation Tool for Interpretable Predictive Maintenance IJCAI 2021 Visual Transformers: Where Do Transformers Really Belong in Vision Models? ICCV 2021 ViziTex: Interactive Visual Sense-Making of Text Corpora NAACL 2021 VoxelContext-Net: An Octree Based Framework for Point Cloud Compression CVPR 2021 WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition CVPR 2021 What to Pre-Train on? Efficient Intermediate Task Selection EMNLP 2021 When Attention Meets Fast Recurrence: Training Language Models with Reduced Compute EMNLP 2021