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 951–1000 of 4891 papers

TitleStatusHype
Compressing Recurrent Neural Networks for FPGA-accelerated Implementation in Fluorescence Lifetime Imaging—0
Compression for Better: A General and Stable Lossless Compression Framework—0
Appa: Bending Weather Dynamics with Latent Diffusion Models for Global Data Assimilation—0
Computational and Statistical Boundaries for Submatrix Localization in a Large Noisy Matrix—0
Collaborative Group Learning—0
On the Complexity of Winner Determination and Strategic Control in Conditional Approval Voting—0
Application of Distributed Arithmetic to Adaptive Filtering Algorithms: Trends, Challenges and Future—0
Computational Efficiency in Multivariate Adversarial Risk Analysis Models—0
A novel active learning-based Gaussian process metamodelling strategy for estimating the full probability distribution in forward UQ analysis—0
Computational Explorations in Biomedicine: Unraveling Molecular Dynamics for Cancer, Drug Delivery, and Biomolecular Insights using LAMMPS Simulations—0
Computational Lower Bounds for Sparse PCA—0
Computationally and Statistically Efficient Truncated Regression—0
Applications of ML-Based Surrogates in Bayesian Approaches to Inverse Problems—0
Computationally Efficient Safe Control of Linear Systems under Severe Sensor Attacks—0
Computationally efficient spatial rendering of late reverberation in virtual acoustic environments—0
Computationally Efficient State and Model Estimation via Interval Observers for Partially Unknown Systems—0
Computational-Statistical Tradeoffs from NP-hardness—0
Accurate and efficient Simulation of very high-dimensional Neural Mass Models with distributed-delay Connectome Tensors—0
Computation and Communication Efficient Lightweighting Vertical Federated Learning for Smart Building IoT—0
Collaborative Deterministic-Probabilistic Forecasting for Real-World Spatiotemporal Systems—0
Computation-efficient Virtual Sensing Approach with Multichannel Adjoint Least Mean Square Algorithm—0
Computation of safe disturbance sets using implicit RPI sets—0
Computing Exact Shapley Values in Polynomial Time for Product-Kernel Methods—0
Computing Forward Reachable Sets for Nonlinear Adaptive Multirotor Controllers—0
Aerodynamic and structural airfoil shape optimisation via Transfer Learning-enhanced Deep Reinforcement Learning—0
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 20 of 98Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified