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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2901–2925 of 4891 papers

TitleStatusHype
Structure-Preserving Image Super-resolution via Contextualized Multi-task Learning—0
ST-Mamba: Spatial-Temporal Selective State Space Model for Traffic Flow Prediction—0
Study of Frequency domain exponential functional link network filters—0
Style3D: Attention-guided Multi-view Style Transfer for 3D Object Generation—0
Style Transfer: From Stitching to Neural Networks—0
Sub-Sampled Newton Methods II: Local Convergence Rates—0
Subspace Hybrid MVDR Beamforming for Augmented Hearing—0
Successive Jump and Mode Decomposition—0
Successive Ray Refinement and Its Application to Coordinate Descent for LASSO—0
Successor Features for Efficient Multisubject Controlled Text Generation—0
SUGAR: Spherical Ultrafast Graph Attention Framework for Cortical Surface Registration—0
Suitability of Quantized DEVS LIM Methods for Simulation of Power Systems—0
SUMNAS: Supernet with Unbiased Meta-Features for Neural Architecture Search—0
SuperCLUE-Fin: Graded Fine-Grained Analysis of Chinese LLMs on Diverse Financial Tasks and Applications—0
SuperGF: Unifying Local and Global Features for Visual Localization—0
SuperMat: Physically Consistent PBR Material Estimation at Interactive Rates—0
Super-Resolution Channel Estimation for Arbitrary Arrays in Hybrid Millimeter-Wave Massive MIMO Systems—0
Supervised Anomaly Detection in Uncertain Pseudoperiodic Data Streams—0
Supervised clustering of high dimensional data using regularized mixture modeling—0
Supervised Fuzzy Partitioning—0
Supervised Learning in Automatic Channel Selection for Epileptic Seizure Detection—0
Support estimation in high-dimensional heteroscedastic mean regression—0
SUPRA: Subspace Parameterized Attention for Neural Operator on General Domains—0
Surrogate Assisted Evolutionary Multi-objective Optimisation applied to a Pressure Swing Adsorption system—0
Surrogate-assisted multi-objective design of complex multibody systems—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified