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 726–750 of 4891 papers

TitleStatusHype
Efficient Two-Stream Network for Violence Detection Using Separable Convolutional LSTMCode1
Rethinking Brain Tumor Segmentation from the Frequency Domain PerspectiveCode1
Benchmarking the Robustness of Spatial-Temporal Models Against CorruptionsCode1
Calibrating LLMs with Information-Theoretic Evidential Deep LearningCode1
CalibQuant: 1-Bit KV Cache Quantization for Multimodal LLMsCode1
CAMP: Collaborative Attention Model with Profiles for Vehicle Routing ProblemsCode1
End-to-end Prostate Cancer Detection in bpMRI via 3D CNNs: Effects of Attention Mechanisms, Clinical Priori and Decoupled False Positive ReductionCode1
BetterNet: An Efficient CNN Architecture with Residual Learning and Attention for Precision Polyp SegmentationCode1
Energy-based physics-informed neural network for frictionless contact problems under large deformationCode1
Cloth-Changing Person Re-identification from A Single Image with Gait Prediction and RegularizationCode1
Cached Multi-Lora Composition for Multi-Concept Image GenerationCode1
Improve Underwater Object Detection through YOLOv12 Architecture and Physics-informed AugmentationCode1
FADRM: Fast and Accurate Data Residual Matching for Dataset DistillationCode1
Improving Computational Efficiency for Powered Descent Guidance via Transformer-based Tight Constraint PredictionCode1
InceptionMamba: An Efficient Hybrid Network with Large Band Convolution and Bottleneck MambaCode1
SE(3) Equivariant Graph Neural Networks with Complete Local FramesCode1
Equivariant Hypergraph Diffusion Neural OperatorsCode1
InternVL-X: Advancing and Accelerating InternVL Series with Efficient Visual Token CompressionCode1
Estimating the Optimal Covariance with Imperfect Mean in Diffusion Probabilistic ModelsCode1
Hyperspectral Pansharpening: Critical Review, Tools and Future PerspectivesCode1
RGB-Event Fusion with Self-Attention for Collision PredictionCode1
An Asynchronous Intensity Representation for Framed and Event Video SourcesCode1
Towards Reliable Medical Image Segmentation by utilizing Evidential Calibrated UncertaintyCode1
EViT: An Eagle Vision Transformer with Bi-Fovea Self-AttentionCode1
Boosting Light-Weight Depth Estimation Via Knowledge DistillationCode1
Show:102550
← PrevPage 30 of 196Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified