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 4776–4800 of 4891 papers

TitleStatusHype
How Analysis Can Teach Us the Optimal Way to Design Neural Operators—0
How Does Momentum Benefit Deep Neural Networks Architecture Design? A Few Case Studies—0
How important are faces for person re-identification?—0
How Much is Enough? A Study on Diffusion Times in Score-based Generative Models—0
How to Detect and Defeat Molecular Mirage: A Metric-Driven Benchmark for Hallucination in LLM-based Molecular Comprehension—0
How Useful are Gradients for OOD Detection Really?—0
How Well Can Differential Privacy Be Audited in One Run?—0
HSfM: Hybrid Structure-from-Motion—0
HSIDMamba: Exploring Bidirectional State-Space Models for Hyperspectral Denoising—0
HSLiNets: Hyperspectral Image and LiDAR Data Fusion Using Efficient Dual Non-Linear Feature Learning Networks—0
HTMD-Net: A Hybrid Masking-Denoising Approach to Time-Domain Monaural Singing Voice Separation—0
Human Activity Recognition Using Cascaded Dual Attention CNN and Bi-Directional GRU Framework—0
Hybrid Adaptive Modeling using Neural Networks Trained with Nonlinear Dynamics Based Features—0
Hybrid Algorithm Selection and Hyperparameter Tuning on Distributed Machine Learning Resources: A Hierarchical Agent-based Approach—0
Hybrid Deep Learning for Legal Text Analysis: Predicting Punishment Durations in Indonesian Court Rulings—0
Hybrid Firefly-Genetic Algorithm for Single and Multi-dimensional 0-1 Knapsack Problems—0
Hybrid machine learning based scale bridging framework for permeability prediction of fibrous structures—0
Hybrid Polynomial Zonotopes: A Set Representation for Reachability Analysis in Hybrid Nonaffine Systems—0
Hybrid Real- and Complex-valued Neural Network Architecture—0
Hybrid SNN-ANN: Energy-Efficient Classification and Object Detection for Event-Based Vision—0
Hybrid Supervised and Reinforcement Learning for the Design and Optimization of Nanophotonic Structures—0
Hybrid Temporal Differential Consistency Autoencoder for Efficient and Sustainable Anomaly Detection in Cyber-Physical Systems—0
Hybrid Time-Domain Behavior Model Based on Neural Differential Equations and RNNs—0
HyColor: An Efficient Heuristic Algorithm for Graph Coloring—0
HydraNets: Specialized Dynamic Architectures for Efficient Inference—0
Show:102550
← PrevPage 192 of 196Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified