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 3601–3650 of 4891 papers

TitleStatusHype
Minimax Optimal Goodness-of-Fit Testing with Kernel Stein Discrepancy—0
Minimax Optimal Kernel Two-Sample Tests with Random Features—0
Minimax Optimal Reinforcement Learning with Quasi-Optimism—0
Minimizing the Number of Matching Queries for Object Retrieval—0
Mining Combined Causes in Large Data Sets—0
Mining Sub-Interval Relationships In Time Series Data—0
Mining Truck Platooning Patterns Through Massive Trajectory Data—0
MINT: Mutual Information based Transductive Feature Selection for Genetic Trait Prediction—0
MISO hierarchical inference engine satisfying the law of importation with aggregation functions—0
MissForest - nonparametric missing value imputation for mixed-type data—0
Mitigating Data Consistency Induced Discrepancy in Cascaded Diffusion Models for Sparse-view CT Reconstruction—0
Mitigating Hallucination with ZeroG: An Advanced Knowledge Management Engine—0
Mitigating loss of variance in ensemble data assimilation: machine learning-based and distance-free localizations for better covariance estimation—0
Mitigating Stop-and-Go Traffic Congestion with Operator Learning—0
MIX : a Multi-task Learning Approach to Solve Open-Domain Question Answering—0
Mixed Bernstein-Fourier Approximants for Optimal Trajectory Generation with Periodic Behavior—0
Mixed-gradients Distributed Filtered Reference Least Mean Square Algorithm -- A Robust Distributed Multichannel Active Noise Control Algorithm—0
Mixed Integer Linear Programming for Active Contact Selection in Deep Brain Stimulation—0
Mixed-Precision Conjugate Gradient Solvers with RL-Driven Precision Tuning—0
Mixed-Precision Federated Learning via Multi-Precision Over-The-Air Aggregation—0
MIXPINN: Mixed-Material Simulations by Physics-Informed Neural Network—0
Mix-QSAM: Mixed-Precision Quantization of the Segment Anything Model—0
ML-based identification of the interface regions for coupling local and nonlocal models—0
MLICv2: Enhanced Multi-Reference Entropy Modeling for Learned Image Compression—0
MobileDiffusion: Instant Text-to-Image Generation on Mobile Devices—0
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
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified