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 3301–3325 of 4891 papers

TitleStatusHype
Accelerate Three-Dimensional Generative Adversarial Networks Using Fast Algorithm—0
Accelerating Convolutional Neural Network Pruning via Spatial Aura Entropy—0
Accelerating Coordinate Descent via Active Set Selection for Device Activity Detection for Multi-Cell Massive Random Access—0
Accelerating Deep Neuroevolution on Distributed FPGAs for Reinforcement Learning Problems—0
Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection—0
Accelerating IoV Intrusion Detection: Benchmarking GPU-Accelerated vs CPU-Based ML Libraries—0
Accelerating Machine Learning Algorithms with Adaptive Sampling—0
Accelerating Parallel Stochastic Gradient Descent via Non-blocking Mini-batches—0
Accelerating Sparse Graph Neural Networks with Tensor Core Optimization—0
Accelerating Spectral Clustering under Fairness Constraints—0
Accelerating Spherical k-Means—0
Accelerating Text Mining Using Domain-Specific Stop Word Lists—0
Accelerating the discovery of low-energy structure configurations: a computational approach that integrates first-principles calculations, Monte Carlo sampling, and Machine Learning—0
Accelerating the Evolution of Personalized Automated Lane Change through Lesson Learning—0
Acceleration and Parallelization Methods for ISRS EGN Model—0
Sparse solutions of the kernel herding algorithm by improved gradient approximation—0
Accumulations of Projections--A Unified Framework for Random Sketches in Kernel Ridge Regression—0
Accurate and scalable exchange-correlation with deep learning—0
Accurate Hand Keypoint Localization on Mobile Devices—0
A Chaining Algorithm for Online Nonparametric Regression—0
ACL: Activating Capability of Linear Attention for Image Restoration—0
A Clustering Method with Graph Maximum Decoding Information—0
A comparative study of human inverse kinematics techniques for lower limbs—0
A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers—0
A Comparison between Markov Chain and Koopman Operator Based Data-Driven Modeling of Dynamical Systems—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified