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 951–975 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
Computational and Statistical Guarantees for Tensor-on-Tensor Regression with Tensor Train Decomposition—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
Advanced Natural-based interaction for the ITAlian language: LLaMAntino-3-ANITA—0
Coil Sketching for computationally-efficient MR iterative reconstruction—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
An Online Prediction Algorithm for Reinforcement Learning with Linear Function Approximation using Cross Entropy Method—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
Cognitive maps are generative programs—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified