SOTAVerified

Computational Efficiency

Methods and optimizations to reduce the computational resources (e.g., time, memory, or power) needed for training and inference in models. This involves techniques that streamline processing, optimize algorithms, or leverage hardware to enhance performance without compromising accuracy.

Papers

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Showing 4326–4350 of 4891 papers

TitleStatusHype
Efficient Sound Field Reconstruction with Conditional Invertible Neural Networks—0
Efficient Source-Free Time-Series Adaptation via Parameter Subspace Disentanglement—0
Efficient Spatio-Temporal Signal Recognition on Edge Devices Using PointLCA-Net—0
Efficient Spiking Point Mamba for Point Cloud Analysis—0
Efficient State-Space Inference of Periodic Latent Force Models—0
Efficient Stochastic Gradient Hard Thresholding—0
Uncertainty-aware Efficient Subgraph Isomorphism using Graph Topology—0
Efficient surrogate modeling methods for large-scale Earth system models based on machine learning techniques—0
Efficient Tensor Contraction via Fast Count Sketch—0
Efficient Test-time Adaptive Object Detection via Sensitivity-Guided Pruning—0
Efficient Token Mixing for Transformers via Adaptive Fourier Neural Operators—0
Efficient Training of Neural Stochastic Differential Equations by Matching Finite Dimensional Distributions—0
Efficient training of physics-informed neural networks via importance sampling—0
Efficient Training of Physics-Informed Neural Networks with Direct Grid Refinement Algorithm—0
Efficient Training of Very Deep Neural Networks for Supervised Hashing—0
Parallel Spiking Unit for Efficient Training of Spiking Neural Networks—0
Efficient Transformations in Deep Learning Convolutional Neural Networks—0
Efficient Transformed Gaussian Process State-Space Models for Non-Stationary High-Dimensional Dynamical Systems—0
Efficient Uncertainty Propagation with Guarantees in Wasserstein Distance—0
Efficient universal shuffle attack for visual object tracking—0
Efficient Video Segmentation Using Parametric Graph Partitioning—0
Efficient Vision-Language Models by Summarizing Visual Tokens into Compact Registers—0
EffLoc: Lightweight Vision Transformer for Efficient 6-DOF Camera Relocalization—0
Effortless Cross-Platform Video Codec: A Codebook-Based Method—0
EFiGP: Eigen-Fourier Physics-Informed Gaussian Process for Inference of Dynamic Systems—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified