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 3626–3650 of 4891 papers

TitleStatusHype
Mobile Jamming Mitigation in 5G Networks: A MUSIC-Based Adaptive Beamforming Approach—0
Model-Adaptive Approach to Dynamic Discrete Choice Models with Large State Spaces—0
Model-Agnostic Interpretation Framework in Machine Learning: A Comparative Study in NBA Sports—0
Model Cascading: Towards Jointly Improving Efficiency and Accuracy of NLP Systems—0
Model Consistency for Mechanical Design: Bridging Lumped and Distributed Parameter Models with A Priori Guarantees—0
Model-Free Optimization Using Eagle Perching Optimizer—0
Model-free system identification of surface ships in waves via Hankel dynamic mode decomposition with control—0
Model-free Vehicle Rollover Prevention: A Data-driven Predictive Control Approach—0
Model-Informed Generative Adversarial Network (MI-GAN) for Learning Optimal Power Flow—0
Modeling Continuous Spatial-temporal Dynamics of Turbulent Flow with Test-time Refinement—0
Modeling Randomly Observed Spatiotemporal Dynamical Systems—0
Modelling Behaviour of Sensors using a Novel β-divergence based Adaptive Filter—0
Modelling Competitive Sports: Bradley-Terry-Élő Models for Supervised and On-Line Learning of Paired Competition Outcomes—0
Modelling Concurrent RTP Flows for End-to-end Predictions of QoS in Real Time Communications—0
Modelling Point Spread Function in Fluorescence Microscopy with a Sparse Combination of Gaussian Mixture: Trade-off between Accuracy and Efficiency—0
Modelling Quasi-Orthographic Captures for Surface Imaging—0
Model Predictive Fuzzy Control: A Hierarchical Multi-Agent Control Architecture for Outdoor Search-and-Rescue Robots—0
Model Selection for Gaussian-gated Gaussian Mixture of Experts Using Dendrograms of Mixing Measures—0
A Model Stealing Attack Against Multi-Exit Networks—0
Model Tells You Where to Merge: Adaptive KV Cache Merging for LLMs on Long-Context Tasks—0
Modern, Efficient, and Differentiable Transport Equation Models using JAX: Applications to Population Balance Equations—0
On the Convergence of Modified Policy Iteration in Risk Sensitive Exponential Cost Markov Decision Processes—0
MODNet: Moving Object Detection Network with Motion and Appearance for Autonomous Driving—0
Modular Distributed Nonconvex Learning with Error Feedback—0
MoE-Lightning: High-Throughput MoE Inference on Memory-constrained GPUs—0
Show:102550
← PrevPage 146 of 196Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified