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 1001–1050 of 4891 papers

TitleStatusHype
Constrained Trajectory Optimization for Hybrid Dynamical Systems—0
DELTA: Decomposed Efficient Long-Term Robot Task Planning using Large Language Models—0
Context-Aware Cross-Attention for Skeleton-Based Human Action Recognition—0
Context-Enhanced CSI Tracking Using Koopman-Inspired Dual Autoencoders in Dynamic Wireless Environments—0
Context-Aware Neural Gradient Mapping for Fine-Grained Instruction Processing—0
Context-aware recommendations from implicit data via scalable tensor factorization—0
Context-Aware Rule Mining Using a Dynamic Transformer-Based Framework—0
Context-CrackNet: A Context-Aware Framework for Precise Segmentation of Tiny Cracks in Pavement images—0
Context-endcoding for neural network based skull stripping in magnetic resonance imaging—0
Denoising Atmospheric Temperature Measurements Taken by the Mars Science Laboratory on the Martian Surface—0
Context-Preserving Gradient Modulation for Large Language Models: A Novel Approach to Semantic Consistency in Long-Form Text Generation—0
Contextual Compression Encoding for Large Language Models: A Novel Framework for Multi-Layered Parameter Space Pruning—0
Contextually Structured Token Dependency Encoding for Large Language Models—0
Contextual Memory Reweaving in Large Language Models Using Layered Latent State Reconstruction—0
Contextual Multinomial Logit Bandits with General Value Functions—0
Contextual Optimization under Covariate Shift: A Robust Approach by Intersecting Wasserstein Balls—0
Contextual Reinforcement in Multimodal Token Compression for Large Language Models—0
Contingency-constrained economic dispatch with safe reinforcement learning—0
DER Hosting capacity for distribution networks: definitions, attributes, use-cases and challenges—0
Architecting Digital Twins for Intelligent Transportation Systems—0
Continual Learning via Online Leverage Score Sampling—0
Continuous Normalizing Flows for Uncertainty-Aware Human Pose Estimation—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
CoDBench: A Critical Evaluation of Data-driven Models for Continuous Dynamical Systems—0
A Non-asymptotic comparison of SVRG and SGD: tradeoffs between compute and speed—0
TANTE: Time-Adaptive Operator Learning via Neural Taylor Expansion—0
Anomaly Detection with Tensor Networks—0
Deep vs. Diverse Architectures for Classification Problems—0
CNN Mixture-of-Depths—0
Advanced Deep Learning Techniques for Analyzing Earnings Call Transcripts: Methodologies and Applications—0
Defect detection for patterned fabric images based on GHOG and low-rank decomposition—0
CluStRE: Streaming Graph Clustering with Multi-Stage Refinement—0
Clustering with a Reject Option: Interactive Clustering as Bayesian Prior Elicitation—0
Anomaly Detection Using Computer Vision: A Comparative Analysis of Class Distinction and Performance Metrics—0
Clustered Patch Embeddings for Permutation-Invariant Classification of Whole Slide Images—0
An MRC Framework for Semantic Role Labeling—0
ADMM Algorithms for Residual Network Training: Convergence Analysis and Parallel Implementation—0
Deep Unsupervised Hashing by Distilled Smooth Guidance—0
3D Gaussian Inverse Rendering with Approximated Global Illumination—0
Action recognition with spatial-temporal discriminative filter banks—0
Deep Video Demoireing via Compact Invertible Dyadic Decomposition—0
DeepVol: Volatility Forecasting from High-Frequency Data with Dilated Causal Convolutions—0
Defect Localization Using Region of Interest and Histogram-Based Enhancement Approaches in 3D-Printing—0
Closed-form Filtering for Non-linear Systems—0
An Interface Method for Co-simulation of EMT Model and Shifted Frequency EMT Model Based on Rotational Invariance Techniques—0
CLIP-Optimized Multimodal Image Enhancement via ISP-CNN Fusion for Coal Mine IoVT under Uneven Illumination—0
Clifford Circuits can be Properly PAC Learned if and only if RP=NP—0
An Integrated Artificial Intelligence Operating System for Advanced Low-Altitude Aviation Applications—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified