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Efficient Computing

716 papers

Papers per year

47
183
'20
'25

Papers

Rockmate: an Efficient, Fast, Automatic and Generic Tool for Re-materialization in PyTorch ICML 2023
Are Random Decompositions all we need in High Dimensional Bayesian Optimisation? ICML 2023
Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen Estimator IJCAI 2023
Rubik's Optical Neural Networks: Multi-task Learning with Physics-aware Rotation Architecture IJCAI 2023
CQNV: A Combination of Coarsely Quantized Bitstream and Neural Vocoder for Low Rate Speech Coding INTERSPEECH 2023
Estimating the Carbon Footprint of BLOOM, a 176B Parameter Language Model JMLR 2023
FLASH: Towards a High-performance Hardware Acceleration Architecture for Cross-silo Federated Learning NSDI 2023
ROMA: Run-Time Object Detection To Maximize Real-Time Accuracy WACV 2023
Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics NIPS 2022
TabNAS: Rejection Sampling for Neural Architecture Search on Tabular Datasets NIPS 2022
Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training NIPS 2022
Outsourcing Training without Uploading Data via Efficient Collaborative Open-Source Sampling NIPS 2022
Look More but Care Less in Video Recognition NIPS 2022
Interpreting Operation Selection in Differentiable Architecture Search: A Perspective from Influence-Directed Explanations NIPS 2022
TA-GATES: An Encoding Scheme for Neural Network Architectures NIPS 2022
Temporal Effective Batch Normalization in Spiking Neural Networks NIPS 2022
Optimized Potential Initialization for Low-Latency Spiking Neural Networks AAAI 2022
ReX: An Efficient Approach to Reducing Memory Cost in Image Classification AAAI 2022
STDEN: Towards Physics-Guided Neural Networks for Traffic Flow Prediction AAAI 2022
ErfAct and Pserf: Non-monotonic Smooth Trainable Activation Functions AAAI 2022
Fast Monte-Carlo Approximation of the Attention Mechanism AAAI 2022
Optimization for Classical Machine Learning Problems on the GPU AAAI 2022
MIA-Former: Efficient and Robust Vision Transformers via Multi-Grained Input-Adaptation AAAI 2022
Block-Skim: Efficient Question Answering for Transformer AAAI 2022
Hybrid Neural Networks for On-Device Directional Hearing AAAI 2022