Efficient Computing

Auto-Differentiation of Relational Computations for Very Large Scale Machine Learning ICML 2023 AutoGluon–TimeSeries: AutoML for Probabilistic Time Series Forecasting AutoML 2023 AutoGO: Automated Computation Graph Optimization for Neural Network Evolution NeurIPS 2023 AutoGraph: Optimizing DNN Computation Graph for Parallel GPU Kernel Execution AAAI 2023 AutoKeras: An AutoML Library for Deep Learning JMLR 2023 Automatic Attention Pruning: Improving and Automating Model Pruning using Attentions AISTATS 2023 AutoReP: Automatic ReLU Replacement for Fast Private Network Inference ICCV 2023 AWARE-TEXT: An Android Package for Mobile Phone Based Text Collection and On-Device Processing EMNLP 2023 Azimuth Super-Resolution for FMCW Radar in Autonomous Driving CVPR 2023 BADGE: Speeding Up BERT Inference after Deployment via Block-wise Bypasses and Divergence-based Early Exiting ACL 2023 Balanced Column-Wise Block Pruning for Maximizing GPU Parallelism AAAI 2023 Balanced Training for Sparse GANs NeurIPS 2023 BALTO: fast tensor program optimization with diversity-based active learning ICLR 2023 Basic Binary Convolution Unit for Binarized Image Restoration Network ICLR 2023 BASS: Block-wise Adaptation for Speech Summarization Interspeech 2023 BAT: Boundary aware transducer for memory-efficient and low-latency ASR Interspeech 2023 Batch Prompting: Efficient Inference with Large Language Model APIs EMNLP 2023 Bespoke: A Block-Level Neural Network Optimization Framework for Low-Cost Deployment AAAI 2023 Better Together: Jointly Optimizing ML Collective Scheduling and Execution Planning using SYNDICATE NSDI 2023 BEV-Guided Multi-Modality Fusion for Driving Perception CVPR 2023 Beyond Attentive Tokens: Incorporating Token Importance and Diversity for Efficient Vision Transformers CVPR 2023 Beyond Pure Text: Summarizing Financial Reports Based on Both Textual and Tabular Data IJCAI 2023 Beyond the Repo: A Case Study on Open Source Integration with GECToR EMNLP 2023 BGL: GPU-Efficient GNN Training by Optimizing Graph Data I/O and Preprocessing NSDI 2023 Bias in Pruned Vision Models: In-Depth Analysis and Countermeasures CVPR 2023