Efficient Computing

Fractional Skipping: Towards Finer-Grained Dynamic CNN Inference AAAI 2020 FracTrain: Fractionally Squeezing Bit Savings Both Temporally and Spatially for Efficient DNN Training NeurIPS 2020 Frequency Domain Compact 3D Convolutional Neural Networks CVPR 2020 From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality CVPR 2020 FrugalML: How to use ML Prediction APIs more accurately and cheaply NeurIPS 2020 Frugal neural reranking: evaluation on the Covid-19 literature EMNLP 2020 FSNet: Compression of Deep Convolutional Neural Networks by Filter Summary ICLR 2020 Fully Nested Neural Network for Adaptive Compression and Quantization IJCAI 2020 Fully Quantized Transformer for Machine Translation EMNLP 2020 Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing NeurIPS 2020 Fusion Architectures for Word-Based Audiovisual Speech Recognition Interspeech 2020 FVM: FPGA-assisted Virtual Device Emulation for Fast, Scalable, and Flexible Storage Virtualization OSDI 2020 Gain with no Pain: Efficiency of Kernel-PCA by Nyström Sampling AISTATS 2020 GAN Compression: Efficient Architectures for Interactive Conditional GANs CVPR 2020 GBe at FinCausal 2020, Task 2: Span-based Causality Extraction for Financial Documents COLING 2020 GCN meets GPU: Decoupling “When to Sample” from “How to Sample” NeurIPS 2020 GDN: A Coarse-To-Fine (C2F) Representation for End-To-End 6-DoF Grasp Detection CoRL 2020 Generalized Sub-Query Fusion for Eliminating Redundant I/O from Big-Data Queries OSDI 2020 Generating Engaging Promotional Videos for E-commerce Platforms (Student Abstract) AAAI 2020 GestureDet: Real-time Student Gesture Analysis with Multi-dimensional Attention-based Detector IJCAI 2020 GhostNet: More Features From Cheap Operations CVPR 2020 Glance and Focus: a Dynamic Approach to Reducing Spatial Redundancy in Image Classification NeurIPS 2020 Good Subnetworks Provably Exist: Pruning via Greedy Forward Selection ICML 2020 GPU-Accelerated Primal Learning for Extremely Fast Large-Scale Classification NeurIPS 2020 Gradient ℓ_1 Regularization for Quantization Robustness ICLR 2020