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

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Showing 1101–1150 of 4891 papers

TitleStatusHype
Pose Magic: Efficient and Temporally Consistent Human Pose Estimation with a Hybrid Mamba-GCN Network—0
Certifiably Robust Interpretation via Renyi Differential Privacy—0
Cerebral cortical communication overshadows computational energy-use, but these combine to predict synapse number—0
A Deep Learning Algorithm for High-Dimensional Exploratory Item Factor Analysis—0
Joint Location and Velocity Estimation and Fundamental CRLB Analysis for Cell-Free MIMO-ISAC—0
A New Statistical Framework for Genetic Pleiotropic Analysis of High Dimensional Phenotype Data—0
Accurate Hand Keypoint Localization on Mobile Devices—0
CD-ROM: Complemented Deep-Reduced Order Model—0
CCSNet: a deep learning modeling suite for CO_2 storage—0
A new robust feature selection method using variance-based sensitivity analysis—0
A New Proof for the Linear Filtering and Smoothing Equations, and Asymptotic Expansion of Nonlinear Filtering—0
CCDSReFormer: Traffic Flow Prediction with a Criss-Crossed Dual-Stream Enhanced Rectified Transformer Model—0
A Deep-Genetic Algorithm (Deep-GA) Approach for High-Dimensional Nonlinear Parabolic Partial Differential Equations—0
Accurate and scalable exchange-correlation with deep learning—0
CausalX: Causal Explanations and Block Multilinear Factor Analysis—0
A New Parallel Adaptive Clustering and its Application to Streaming Data—0
Causal Inference based Transfer Learning with LLMs: An Efficient Framework for Industrial RUL Prediction—0
Causal Generative Domain Adaptation Networks—0
A new graph-based surrogate model for rapid prediction of crashworthiness performance of vehicle panel components—0
A Deeper Look at 3D Shape Classifiers—0
Dissecting Physics Reasoning in Small Language Models: A Multi-Dimensional Analysis from an Educational Perspective—0
Distilling Diversity and Control in Diffusion Models—0
Distributed Consensus Optimization with Consensus ALADIN—0
DLCM: a versatile multi-level solver for heterogeneous multicellular systems—0
A deep convolutional neural network model for rapid prediction of fluvial flood inundation—0
CATP: Cross-Attention Token Pruning for Accuracy Preserved Multimodal Model Inference—0
Accumulations of Projections--A Unified Framework for Random Sketches in Kernel Ridge Regression—0
CAT: A Conditional Adaptation Tailor for Efficient and Effective Instance-Specific Pansharpening on Real-World Data—0
CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models—0
A NEW BACKBONE FOR HYPERSPECTRAL IMAGE RECONSTRUCTION—0
Discriminative Optimization: Theory and Applications to Point Cloud Registration—0
CARROT: A Cost Aware Rate Optimal Router—0
Careful Seeding for k-Medois Clustering with Incremental k-Means++ Initialization—0
Carbon-Aware Computing for Data Centers with Probabilistic Performance Guarantees—0
An even-load-distribution design for composite bolted joints using a novel circuit model and artificial neural networks—0
A Non-Parametric Bootstrap for Spectral Clustering—0
Discriminative Optimization: Theory and Applications to Computer Vision Problems—0
Discriminative Shape From Shading in Uncalibrated Illumination—0
Can pruning make Large Language Models more efficient?—0
Canonical Bayesian Linear System Identification—0
A Neural Network Subgrid Model of the Early Stages of Planet Formation—0
Balancing Privacy, Robustness, and Efficiency in Machine Learning—0
Can LLMs Revolutionize the Design of Explainable and Efficient TinyML Models?—0
An Enhancement of Jiang, Z., et al.s Compression-Based Classification Algorithm Applied to News Article Categorization—0
Mitigating the Impact of Noisy Edges on Graph-Based Algorithms via Adversarial Robustness Evaluation—0
Can Foundation Models Really Segment Tumors? A Benchmarking Odyssey in Lung CT Imaging—0
Cancer-Net PCa-Seg: Benchmarking Deep Learning Models for Prostate Cancer Segmentation Using Synthetic Correlated Diffusion Imaging—0
An Enhancement of CNN Algorithm for Rice Leaf Disease Image Classification in Mobile Applications—0
CAM-NET: An AI Model for Whole Atmosphere with Thermosphere and Ionosphere Extension—0
Addressing Delayed Feedback in Conversion Rate Prediction via Influence Functions—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified