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

Showing 721730 of 4891 papers

TitleStatusHype
CODEI: Resource-Efficient Task-Driven Co-Design of Perception and Decision Making for Mobile Robots Applied to Autonomous Vehicles0
Meta-learning characteristics and dynamics of quantum systems0
Distilling Diversity and Control in Diffusion Models0
Low-Rank Matrix Regression via Least-Angle Regression0
Efficient Multi-Task Inferencing: Model Merging with Gromov-Wasserstein Feature Alignment0
MoC: Mixtures of Text Chunking Learners for Retrieval-Augmented Generation SystemCode3
PI-Controlled Variable Time-Step Power System Simulation Using an Adaptive Order Differential Transformation Method0
Federated Smoothing ADMM for Localization0
MindGYM: Enhancing Vision-Language Models via Synthetic Self-Challenging Questions0
TPDiff: Temporal Pyramid Video Diffusion Model0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05Unverified