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 1701–1725 of 4891 papers

TitleStatusHype
DecoupleNet: A Lightweight Backbone Network With Efficient Feature Decoupling for Remote Sensing Visual TasksCode1
Beyond Conformal Predictors: Adaptive Conformal Inference with Confidence Predictors—0
Harmonic Path Integral Diffusion—0
A High-Performance External Validity Index for Clustering with a Large Number of Clusters—0
Data-driven Modeling of Linearizable Power Flow for Large-scale Grid Topology Optimization—0
Balancing LoRA Performance and Efficiency with Simple Shard SharingCode2
MambaClinix: Hierarchical Gated Convolution and Mamba-Based U-Net for Enhanced 3D Medical Image SegmentationCode1
Deep Transfer Hashing for Adaptive Learning on Federated Streaming Data—0
TACO-RL: Task Aware Prompt Compression Optimization with Reinforcement Learning—0
Optimal Control for Discrete-Time Systems under Bounded Disturbances—0
Memory Networks: Towards Fully Biologically Plausible Learning—0
On Vision Transformers for Classification Tasks in Side-Scan Sonar Imagery—0
RockTrack: A 3D Robust Multi-Camera-Ken Multi-Object Tracking FrameworkCode2
Applications of Knowledge Distillation in Remote Sensing: A Survey—0
ReLU Surrogates in Mixed-Integer MPC for Irrigation Scheduling—0
SPRMamba: Surgical Phase Recognition for Endoscopic Submucosal Dissection with MambaCode0
Axial Attention Transformer Networks: A New Frontier in Breast Cancer Detection—0
Recurrent Interpolants for Probabilistic Time Series Prediction—0
PropEnc: A Property Encoder for Graph Neural Networks—0
A computational framework for optimal and Model Predictive Control of stochastic gene regulatory networks—0
Lite-FBCN: Lightweight Fast Bilinear Convolutional Network for Brain Disease Classification from MRI ImageCode0
Towards Gaussian Process for operator learning: an uncertainty aware resolution independent operator learning algorithm for computational mechanics—0
SDP: Spiking Diffusion Policy for Robotic Manipulation with Learnable Channel-Wise Membrane Thresholds—0
A Hybrid Multi-Factor Network with Dynamic Sequence Modeling for Early Warning of Intraoperative HypotensionCode0
SOAP: Improving and Stabilizing Shampoo using AdamCode3
Show:102550
← PrevPage 69 of 196Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified