Efficient Computing

Are Straight-Through Gradients and Soft-Thresholding All You Need for Sparse Training? WACV 2023 ARK: GPU-driven Code Execution for Distributed Deep Learning NSDI 2023 A Scalable Neural Network for DSIC Affine Maximizer Auction Design NeurIPS 2023 A Simple and General Binarization Method for Image Restoration Neural Networks ACML 2023 A Simple RNN Model for Lightweight, Low-compute and Low-latency Multichannel Speech Enhancement in the Time Domain Interspeech 2023 A Smooth Binary Mechanism for Efficient Private Continual Observation NeurIPS 2023 ASPEN: Breaking Operator Barriers for Efficient Parallelization of Deep Neural Networks NeurIPS 2023 A Static Evaluation of Code Completion by Large Language Models ACL 2023 A Study on the Efficiency and Generalization of Light Hybrid Retrievers ACL 2023 A Survey for Efficient Open Domain Question Answering ACL 2023 A Survey on Efficient Training of Transformers IJCAI 2023 A Survey on Model Compression and Acceleration for Pretrained Language Models AAAI 2023 A Tale of Two Efficient Value Iteration Algorithms for Solving Linear MDPs with Large Action Space AISTATS 2023 ATFormer: A Learned Performance Model with Transfer Learning Across Devices for Deep Learning Tensor Programs EMNLP 2023 ATMAN: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation NeurIPS 2023 Attend, Select and Eliminate: Accelerating Multi-turn Response Selection with Dual-attention-based Content Elimination ACL 2023 Attention as a Guide for Simultaneous Speech Translation ACL 2023 Attention Where It Matters: Rethinking Visual Document Understanding with Selective Region Concentration ICCV 2023 Attributing Image Generative Models using Latent Fingerprints ICML 2023 A Two-Stage Decoder for Efficient ICD Coding ACL 2023 AudioQR: Deep Neural Audio Watermarks For QR Code IJCAI 2023 A Unified Optimization Framework of ANN-SNN Conversion: Towards Optimal Mapping from Activation Values to Firing Rates ICML 2023 A Unified Solution for Privacy and Communication Efficiency in Vertical Federated Learning NeurIPS 2023 A Unified Spatial-Angular Structured Light for Single-View Acquisition of Shape and Reflectance CVPR 2023 Auto-CARD: Efficient and Robust Codec Avatar Driving for Real-Time Mobile Telepresence CVPR 2023