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 1301–1325 of 4891 papers

TitleStatusHype
Diff-GO^n: Enhancing Diffusion Models for Goal-Oriented CommunicationsCode0
Object Detection using Event Camera: A MoE Heat Conduction based Detector and A New Benchmark DatasetCode2
Enhancing Scene Coordinate Regression with Efficient Keypoint Detection and Sequential InformationCode1
Adaptive Resolution Residual Networks -- Generalizing Across Resolutions Easily and Efficiently—0
HYATT-Net is Grand: A Hybrid Attention Network for Performant Anatomical Landmark DetectionCode0
On-Device Self-Supervised Learning of Low-Latency Monocular Depth from Only Events—0
XKV: Personalized KV Cache Memory Reduction for Long-Context LLM Inference—0
FlexDiT: Dynamic Token Density Control for Diffusion TransformerCode1
STONet: A novel neural operator for modeling solute transport in micro-cracked reservoirsCode0
Leveraging Time-Series Foundation Model for Subsurface Well Logs Prediction and Anomaly Detection—0
A Tiered GAN Approach for Monet-Style Image Generation—0
Neural Representation for Wireless Radiation Field Reconstruction: A 3D Gaussian Splatting ApproachCode1
QueEn: A Large Language Model for Quechua-English Translation—0
Adaptive Optimization for Enhanced Efficiency in Large-Scale Language Model Training—0
Uncertainty Quantification in Portfolio Temperature Alignment—0
Flexible Mesh Segmentation via Reeb Graph Representation of Geometrical and Topological Features—0
Guidance is All You Need: Temperature-Guided Reasoning in Large Language Models—0
2.5D Super-Resolution Approaches for X-ray Computed Tomography-based Inspection of Additively Manufactured Parts—0
Diffusion-Augmented Coreset Expansion for Scalable Dataset Distillation—0
Detecting Redundant Health Survey Questions Using Language-agnostic BERT Sentence Embedding (LaBSE)—0
Fixed-Mean Gaussian Processes for Post-hoc Bayesian Deep LearningCode0
A Spatial-Domain Coordinated Control Method for CAVs at Unsignalized Intersections Considering Motion Uncertainty—0
Online Physics-Informed Dynamic Mode Decomposition: Theory and ApplicationsCode0
Higher Order Transformers: Efficient Attention Mechanism for Tensor Structured Data—0
NeRF and Gaussian Splatting SLAM in the WildCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified