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Efficient Computing

6,876 papers

Papers per year

Papers

MLink: Linking Black-Box Models for Collaborative Multi-Model Inference AAAI 2022
Generalized Stochastic Matching AAAI 2022
MIP-GNN: A Data-Driven Framework for Guiding Combinatorial Solvers AAAI 2022
DPCD: Discrete Principal Coordinate Descent for Binary Variable Problems AAAI 2022
Block-Skim: Efficient Question Answering for Transformer AAAI 2022
Non-autoregressive Translation with Layer-Wise Prediction and Deep Supervision AAAI 2022
From Fully Trained to Fully Random Embeddings: Improving Neural Machine Translation with Compact Word Embedding Tables AAAI 2022
SFSRNet: Super-resolution for Single-Channel Audio Source Separation AAAI 2022
Hybrid Neural Networks for On-Device Directional Hearing AAAI 2022
IS-Count: Large-Scale Object Counting from Satellite Images with Covariate-Based Importance Sampling AAAI 2022
Learning the Physics of Particle Transport via Transformers AAAI 2022
Contribution-Aware Federated Learning for Smart Healthcare AAAI 2022
AI Driven Accounts Payable Transformation AAAI 2022
Harvest – a System for Creating Structured Rate Filing Data from Filing PDFs AAAI 2022
Latent Space Simulation for Carbon Capture Design Optimization AAAI 2022
Predictive Maintenance for General Aviation Using Convolutional Transformers AAAI 2022
A Simulation-Based Evaluation Framework for Interactive AI Systems and Its Application AAAI 2022
A Multimodal Fusion-Based LNG Detection for Monitoring Energy Facilities (Student Abstract) AAAI 2022
Wind Prediction under Random Data Corruption (Student Abstract) AAAI 2022
Training Up to 50 Class ML Models on 3 $ IoT Hardware via Optimizing One-vs-One Algorithm (Student Abstract) AAAI 2022
Automatic Slides Generation for Scholarly Papers: A Fine-Grained Dataset and Baselines (Student Abstract) AAAI 2022
Gradient and Mangitude Based Pruning for Sparse Deep Neural Networks AAAI 2022
Spectral DefocusCam: Compressive Hyperspectral Imaging from Defocus Measurements AAAI 2022
CrowdFL: A Marketplace for Crowdsourced Federated Learning AAAI 2022
CCA: An ML Pipeline for Cloud Anomaly Troubleshooting AAAI 2022