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 301–325 of 4891 papers

TitleStatusHype
BioVFM-21M: Benchmarking and Scaling Self-Supervised Vision Foundation Models for Biomedical Image AnalysisCode0
Insights into DeepSeek-V3: Scaling Challenges and Reflections on Hardware for AI Architectures—0
Template-Guided Reconstruction of Pulmonary Segments with Neural Implicit FunctionsCode0
The Quadrature Gaussian Sum Filter and Smoother for Wiener Systems—0
Monte Carlo Beam Search for Actor-Critic Reinforcement Learning in Continuous Control—0
SIM-Shapley: A Stable and Computationally Efficient Approach to Shapley Value ApproximationCode0
A Social Robot with Inner Speech for Dietary GuidanceCode0
SkillFormer: Unified Multi-View Video Understanding for Proficiency Estimation—0
HMPNet: A Feature Aggregation Architecture for Maritime Object Detection from a Shipborne PerspectiveCode0
LCES: Zero-shot Automated Essay Scoring via Pairwise Comparisons Using Large Language Models—0
ConDiSim: Conditional Diffusion Models for Simulation Based Inference—0
PWC-MoE: Privacy-Aware Wireless Collaborative Mixture of Experts—0
Towards a physically realistic computationally efficient DVS pixel model—0
Non-Conservative Data-driven Safe Control Design for Nonlinear Systems with Polyhedral Safe Sets—0
JSover: Joint Spectrum Estimation and Multi-Material Decomposition from Single-Energy CT Projections—0
Mobile Jamming Mitigation in 5G Networks: A MUSIC-Based Adaptive Beamforming Approach—0
QUPID: Quantified Understanding for Enhanced Performance, Insights, and Decisions in Korean Search Engines—0
Link to the Past: Temporal Propagation for Fast 3D Human Reconstruction from Monocular Video—0
Solving Nonlinear PDEs with Sparse Radial Basis Function Networks—0
Lightweight Multispectral Crop-Weed Segmentation for Precision Agriculture—0
Benchmarking of CPU-intensive Stream Data Processing in The Edge Computing Systems—0
Design and Experimental Test of Datatic Approximate Optimal Filter in Nonlinear Dynamic Systems—0
Monocular Online Reconstruction with Enhanced Detail Preservation—0
FreqMoE: Dynamic Frequency Enhancement for Neural PDE Solvers—0
Towards Artificial General or Personalized Intelligence? A Survey on Foundation Models for Personalized Federated Intelligence—0
Show:102550
← PrevPage 13 of 196Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified