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 3776–3800 of 4891 papers

TitleStatusHype
Bi-Mamba+: Bidirectional Mamba for Time Series Forecasting—0
Biogeochemistry-Informed Neural Network (BINN) for Improving Accuracy of Model Prediction and Scientific Understanding of Soil Organic Carbon—0
Bio-Inspired Classification: Combining Information Theory and Spiking Neural Networks -- Influence of the Learning Rules—0
Bioinspired Cortex-based Fast Codebook Generation—0
Bit Cipher -- A Simple yet Powerful Word Representation System that Integrates Efficiently with Language Models—0
BitNet b1.58 2B4T Technical Report—0
Bivariate DeepKriging for Large-scale Spatial Interpolation of Wind Fields—0
Black-box Optimization with Simultaneous Statistical Inference for Optimal Performance—0
Blaze3DM: Marry Triplane Representation with Diffusion for 3D Medical Inverse Problem Solving—0
BlobCtrl: A Unified and Flexible Framework for Element-level Image Generation and Editing—0
Block building programming for symbolic regression—0
Body Transformer: Leveraging Robot Embodiment for Policy Learning—0
γ-Net: Superresolving SAR Tomographic Inversion via Deep Learning—0
Boosting Multimodal Reasoning with MCTS-Automated Structured Thinking—0
BOOST: Microgrid Sizing using Ordinal Optimization—0
Bottom-up and top-down approaches for the design of neuromorphic processing systems: Tradeoffs and synergies between natural and artificial intelligence—0
Bottom-up robust modeling for the foraging behavior of Physarum polycephalum—0
Box-level Segmentation Supervised Deep Neural Networks for Accurate and Real-time Multispectral Pedestrian Detection—0
BPLight-CNN: A Photonics-based Backpropagation Accelerator for Deep Learning—0
Brain Inspired Cortical Coding Method for Fast Clustering and Codebook Generation—0
Brain Stroke Classification Using Wavelet Transform and MLP Neural Networks on DWI MRI Images—0
Brain Tumor Diagnosis Using Quantum Convolutional Neural Networks—0
Breaking Boundaries: Balancing Performance and Robustness in Deep Wireless Traffic Forecasting—0
Breaking the Bias: Recalibrating the Attention of Industrial Anomaly Detection—0
Bridging Autoencoders and Dynamic Mode Decomposition for Reduced-order Modeling and Control of PDEs—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified