Efficient Computing

A composable machine-learning approach for steady-state simulations on high-resolution grids NeurIPS 2022 A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking NeurIPS 2022 AdaFocus V2: End-to-End Training of Spatial Dynamic Networks for Video Recognition CVPR 2022 AdaInt: Learning Adaptive Intervals for 3D Lookup Tables on Real-Time Image Enhancement CVPR 2022 AdapLeR: Speeding up Inference by Adaptive Length Reduction ACL 2022 AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition NeurIPS 2022 Adaptive Gating for Single-Photon 3D Imaging CVPR 2022 Adaptive Second Order Coresets for Data-efficient Machine Learning ICML 2022 Adaptive Testing and Debugging of NLP Models ACL 2022 A data-driven approach for learning to control computers ICML 2022 AdaViT: Adaptive Vision Transformers for Efficient Image Recognition CVPR 2022 A Decoder-free Transformer-like Architecture for High-efficiency Single Image Deraining IJCAI 2022 A deep complex multi-frame filtering network for stereophonic acoustic echo cancellation Interspeech 2022 A Deep Learning Dataloader with Shared Data Preparation NeurIPS 2022 A Deep Learning Platform for Language Education Research and Development Interspeech 2022 Advancing Model Pruning via Bi-level Optimization NeurIPS 2022 Adversarial Robustness against Multiple and Single l_p-Threat Models via Quick Fine-Tuning of Robust Classifiers ICML 2022 AEGNN: Asynchronous Event-Based Graph Neural Networks CVPR 2022 A Fast Post-Training Pruning Framework for Transformers NeurIPS 2022 A General Analysis of Example-Selection for Stochastic Gradient Descent ICLR 2022 A Hardware Perspective to Evaluating Probabilistic Circuits PGM 2022 A Holistic Assessment of the Carbon Footprint of Noor, a Very Large Arabic Language Model ACL 2022 AI Driven Accounts Payable Transformation AAAI 2022 AirCamRTM: Enhancing Vehicle Detection for Efficient Aerial Camera-Based Road Traffic Monitoring WACV 2022 A Language Agnostic Multilingual Streaming On-Device ASR System Interspeech 2022