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 3451–3475 of 4891 papers

TitleStatusHype
Selectively Linearized Neural Network based RoCoF-Constrained Unit Commitment in Low-Inertia Power Systems—0
A Survey on the Integration of Machine Learning with Sampling-based Motion Planning—0
Resilient Set-based State Estimation for Linear Time-Invariant Systems Using ZonotopesCode0
Edge2Vec: A High Quality Embedding for the Jigsaw Puzzle Problem—0
Evaluating Distribution System Reliability with Hyperstructures Graph Convolutional Nets—0
Zero-shot Image Captioning by Anchor-augmented Vision-Language Space Alignment—0
Soft-Landing Strategy for Alleviating the Task Discrepancy Problem in Temporal Action Localization TasksCode0
Structured Singular Value of a Repeated Complex Full-Block Uncertainty—0
Robust N-1 secure HV Grid Flexibility Estimation for TSO-DSO coordinated Congestion Management with Deep Reinforcement Learning—0
Robust DNN Surrogate Models with Uncertainty Quantification via Adversarial Training—0
A Neural Network Subgrid Model of the Early Stages of Planet Formation—0
Truthful Transaction Protocol for E-Commerce Networks Based on Double Auction—0
Active Learning with Tabular Language Models—0
A kinetic approach to consensus-based segmentation of biomedical images—0
Fast Quasi-Optimal Power Flow of Flexible DC Traction Power Systems—0
A Filtering-based General Approach to Learning Rational Constraints of Epistemic Graphs—0
Fast and efficient speech enhancement with variational autoencoders—0
Accelerating Parallel Stochastic Gradient Descent via Non-blocking Mini-batches—0
Privacy Induces Robustness: Information-Computation Gaps and Sparse Mean EstimationCode0
Ensemble transport smoothing. Part I: Unified frameworkCode0
Neural network-based CUSUM for online change-point detection—0
QuaLA-MiniLM: a Quantized Length Adaptive MiniLM—0
Learning to Optimize Permutation Flow Shop Scheduling via Graph-based Imitation Learning—0
Collaborative Honeypot Defense in UAV Networks: A Learning-Based Game Approach—0
BEBERT: Efficient and Robust Binary Ensemble BERTCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified