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 976–1000 of 4891 papers

TitleStatusHype
A Comprehensive Survey of Action Quality Assessment: Method and Benchmark—0
Approximate Model-Based Diagnosis Using Greedy Stochastic Search—0
A Deep Unrolling Model with Hybrid Optimization Structure for Hyperspectral Image Deconvolution—0
Approximate Steepest Coordinate Descent—0
Advanced Natural-based interaction for the ITAlian language: LLaMAntino-3-ANITA—0
Approximate XVA for European claims—0
CondensNet: Enabling stable long-term climate simulations via hybrid deep learning models with adaptive physical constraints—0
Coil Sketching for computationally-efficient MR iterative reconstruction—0
Conditional Expectation Propagation—0
Confidence-Aware Learning Optimal Terminal Guidance via Gaussian Process Regression—0
Configurable Foundation Models: Building LLMs from a Modular Perspective—0
Conformal testing: binary case with Markov alternatives—0
STC-ViT: Spatio Temporal Continuous Vision Transformer for Weather Forecasting—0
An Online Prediction Algorithm for Reinforcement Learning with Linear Function Approximation using Cross Entropy Method—0
Cognitive maps are generative programs—0
Towards Efficient Educational Chatbots: Benchmarking RAG Frameworks—0
1.58-bit FLUX—0
A Predefined-Time Convergent and Noise-Tolerant Zeroing Neural Network Model for Time Variant Quadratic Programming With Application to Robot Motion Planning—0
Deep Koopman Learning of Nonlinear Time-Varying Systems—0
Deep Learning-based Facial Appearance Simulation Driven by Surgically Planned Craniomaxillofacial Bony Movement—0
Deep Learning Improvements for Sparse Spatial Field Reconstruction—0
Deep Video Demoireing via Compact Invertible Dyadic Decomposition—0
CodeVision: Detecting LLM-Generated Code Using 2D Token Probability Maps and Vision Models—0
CODEI: Resource-Efficient Task-Driven Co-Design of Perception and Decision Making for Mobile Robots Applied to Autonomous Vehicles—0
A Non-commutative Bilinear Model for Answering Path Queries in Knowledge Graphs—0
Show:102550
← PrevPage 40 of 196Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified