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 4201–4250 of 4891 papers

TitleStatusHype
Dual-Priv Pruning : Efficient Differential Private Fine-Tuning in Multimodal Large Language Models—0
Dual-Tree Wavelet Scattering Network with Parametric Log Transformation for Object Classification—0
DUCPS: Deep Unfolding the Cauchy Proximal Splitting Algorithm for B-Lines Quantification in Lung Ultrasound Images—0
Dyna: A Method of Momentum for Stochastic Optimization—0
Dynamic Adaptation in Data Storage: Real-Time Machine Learning for Enhanced Prefetching—0
Dynamic Adaptive Rank Space Exploration for Efficient Sentiment Analysis with Large Language Models—0
Dynamically Expanded CNN Array for Video Coding—0
Dynamic Attention-Guided Context Decoding for Mitigating Context Faithfulness Hallucinations in Large Language Models—0
Dynamic Causal Models of Time-Varying Connectivity—0
Dynamic Deep Neural Networks: Optimizing Accuracy-Efficiency Trade-offs by Selective Execution—0
Dynamic Energy Flow Analysis of Integrated Electricity and Gas Systems: A Semi-Analytical Approach—0
Dynamic Graph Structure Estimation for Learning Multivariate Point Process using Spiking Neural Networks—0
Dynamic Group Normalization: Spatio-Temporal Adaptation to Evolving Data Statistics—0
Dynamic Flow Equilibrium of Transportation and Power Distribution Networks Considering Flexible Traveling Choices and Voltage Quality Improvement—0
DynamicMind: A Tri-Mode Thinking System for Large Language Models—0
Dynamic Model of Back-to-Back Converter for System-Level Phasor Simulation—0
Dynamic Neural Network Channel Execution for Efficient Training—0
Dynamic Neural Networks: A Survey—0
Dynamic Parallel Tree Search for Efficient LLM Reasoning—0
Dynamic Power Flow Analysis and Fault Characteristics: A Graph Attention Neural Network—0
Dynamic Shrinkage Priors for Large Time-varying Parameter Regressions using Scalable Markov Chain Monte Carlo Methods—0
Dynamic Temporal Positional Encodings for Early Intrusion Detection in IoT—0
Dynamic Tensor Clustering—0
Dynamic Time-Of-Flight—0
Dynamic-TinyBERT: Boost TinyBERT's Inference Efficiency by Dynamic Sequence Length—0
Dynamic Token Selection for Aerial-Ground Person Re-Identification—0
Dynamic Voxel Grid Optimization for High-Fidelity RGB-D Supervised Surface Reconstruction—0
DynRsl-VLM: Enhancing Autonomous Driving Perception with Dynamic Resolution Vision-Language Models—0
EasyControl: Adding Efficient and Flexible Control for Diffusion Transformer—0
Easy Transfer Learning By Exploiting Intra-domain Structures—0
Easz: An Agile Transformer-based Image Compression Framework for Resource-constrained IoTs—0
E-CAR: Efficient Continuous Autoregressive Image Generation via Multistage Modeling—0
ECG-EmotionNet: Nested Mixture of Expert (NMoE) Adaptation of ECG-Foundation Model for Driver Emotion Recognition—0
Echo State Networks for Spatio-Temporal Area-Level Data—0
Economic Model Predictive Control for Periodic Operation: A Quadratic Programming Approach—0
Economic Model Predictive Control of Water Distribution Systems with Accelerated Optimization Algorithm—0
econSG: Efficient and Multi-view Consistent Open-Vocabulary 3D Semantic Gaussians—0
EcoWeedNet: A Lightweight and Automated Weed Detection Method for Sustainable Next-Generation Agricultural Consumer Electronics—0
Edge2Vec: A High Quality Embedding for the Jigsaw Puzzle Problem—0
Edge-AI for Agriculture: Lightweight Vision Models for Disease Detection in Resource-Limited Settings—0
Edge Computing for Physics-Driven AI in Computational MRI: A Feasibility Study—0
EDGE++: Improved Training and Sampling of EDGE—0
EdgeMoE: Fast On-Device Inference of MoE-based Large Language Models—0
EE-MLLM: A Data-Efficient and Compute-Efficient Multimodal Large Language Model—0
Effective Interplay between Sparsity and Quantization: From Theory to Practice—0
Effective Real Image Editing with Accelerated Iterative Diffusion Inversion—0
Effects of Reactive Social Distancing on the 1918 Influenza Pandemic—0
EffiCANet: Efficient Time Series Forecasting with Convolutional Attention—0
Efficiency in Real-time Webcam Gaze Tracking—0
Efficient Action Recognition Using Confidence Distillation—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified