Efficient Computing

FFM: A Frame Filtering Mechanism To Accelerate Inference Speed For Conformer In Speech Recognition Interspeech 2022 FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering EMNLP 2022 Finding Skill Neurons in Pre-trained Transformer-based Language Models EMNLP 2022 Findings of the WMT 2022 Shared Task on Efficient Translation EMNLP 2022 Findings of the Word-Level AutoCompletion Shared Task in WMT 2022 EMNLP 2022 Finding the Task-Optimal Low-Bit Sub-Distribution in Deep Neural Networks ICML 2022 Fine- and Coarse-Granularity Hybrid Self-Attention for Efficient BERT ACL 2022 Fine-tuning Language Models over Slow Networks using Activation Quantization with Guarantees NeurIPS 2022 Fisher Information Guidance for Learned Time-of-Flight Imaging CVPR 2022 FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness NeurIPS 2022 Flashlight: Enabling Innovation in Tools for Machine Learning ICML 2022 FlexTOE: Flexible TCP Offload with Fine-Grained Parallelism NSDI 2022 FLIX: A Simple and Communication-Efficient Alternative to Local Methods in Federated Learning AISTATS 2022 FlowVocoder: A small Footprint Neural Vocoder based Normalizing Flow for Speech Synthesis Interspeech 2022 FNet: Mixing Tokens with Fourier Transforms NAACL 2022 FocalClick: Towards Practical Interactive Image Segmentation CVPR 2022 FOF: Learning Fourier Occupancy Field for Monocular Real-time Human Reconstruction NeurIPS 2022 ∞-former: Infinite Memory Transformer ACL 2022 FourierNets enable the design of highly non-local optical encoders for computational imaging NeurIPS 2022 FP8 Quantization: The Power of the Exponent NeurIPS 2022 FPT: Improving Prompt Tuning Efficiency via Progressive Training EMNLP 2022 FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer IJCAI 2022 From Fully Trained to Fully Random Embeddings: Improving Neural Machine Translation with Compact Word Embedding Tables AAAI 2022 FrugalScore: Learning Cheaper, Lighter and Faster Evaluation Metrics for Automatic Text Generation ACL 2022 Fully Sparse 3D Object Detection NeurIPS 2022