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 4801–4825 of 4891 papers

TitleStatusHype
HyFusion: Enhanced Reception Field Transformer for Hyperspectral Image Fusion—0
HyperArm Bandit Optimization: A Novel approach to Hyperparameter Optimization and an Analysis of Bandit Algorithms in Stochastic and Adversarial Settings—0
Hyperbolic Dataset Distillation—0
Hypergraph Vision Transformers: Images are More than Nodes, More than Edges—0
HyperLISTA-ABT: An Ultra-light Unfolded Network for Accurate Multi-component Differential Tomographic SAR Inversion—0
HyperPrompt: Prompt-based Task-Conditioning of Transformers—0
Hyperspectral Anomaly Detection Methods: A Survey and Comparative Study—0
Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning—0
Hyper-Transforming Latent Diffusion Models—0
iFlame: Interleaving Full and Linear Attention for Efficient Mesh Generation—0
Igea: a Decoder-Only Language Model for Biomedical Text Generation in Italian—0
IGroupSS-Mamba: Interval Group Spatial-Spectral Mamba for Hyperspectral Image Classification—0
IHashNet: Iris Hashing Network based on efficient multi-index hashing—0
IKDiffuser: A Generative Inverse Kinematics Solver for Multi-arm Robots via Diffusion Model—0
Ilargi: a GPU Compatible Factorized ML Model Training Framework—0
Illumination and Reflectance Spectra Separation of a Hyperspectral Image Meets Low-Rank Matrix Factorization—0
Image-based Plant Disease Diagnosis with Unsupervised Anomaly Detection Based on Reconstructability of Colors—0
Image Denoising via Multi-scale Nonlinear Diffusion Models—0
Image edge enhancement for effective image classification—0
Image Prior and Posterior Conditional Probability Representation for Efficient Damage Assessment—0
Imbalanced biomedical data classification using self-adaptive multilayer ELM combined with dynamic GAN—0
Learning-based Robust Motion Planning with Guaranteed Stability: A Contraction Theory Approach—0
iMOVE: Instance-Motion-Aware Video Understanding—0
Imperfect Vision Encoders: Efficient and Robust Tuning for Vision-Language Models—0
Implementation of soft-constrained MPC for Tracking using its semi-banded problem structure—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified