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

Showing 521530 of 4891 papers

TitleStatusHype
FM2S: Towards Spatially-Correlated Noise Modeling in Zero-Shot Fluorescence Microscopy Image DenoisingCode1
FocusTrack: A Self-Adaptive Local Sampling Algorithm for Efficient Anti-UAV TrackingCode1
FTMixer: Frequency and Time Domain Representations Fusion for Time Series ModelingCode1
Geo-Sign: Hyperbolic Contrastive Regularisation for Geometrically Aware Sign Language TranslationCode1
Birdie: Advancing State Space Models with Reward-Driven Objectives and CurriculaCode1
Flash Window Attention: speedup the attention computation for Swin TransformerCode1
FlexDiT: Dynamic Token Density Control for Diffusion TransformerCode1
Efficient Learning of Mesh-Based Physical Simulation with BSMS-GNNCode1
A Non-autoregressive Multi-Horizon Flight Trajectory Prediction Framework with Gray Code RepresentationCode1
AIM 2024 Challenge on UHD Blind Photo Quality AssessmentCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05Unverified