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 2001–2050 of 4891 papers

TitleStatusHype
Constrained Gaussian Process Motion Planning via Stein Variational Newton Inference—0
Formulations and Approximations of the Branch Flow Model for Mesh Power Networks—0
Constrained Trajectory Optimization for Hybrid Dynamical Systems—0
Forward and Backward Bellman equations improve the efficiency of EM algorithm for DEC-POMDP—0
AutoLoop: Fast Visual SLAM Fine-tuning through Agentic Curriculum Learning—0
Forward-Backward Selection with Early Dropping—0
Foundation Model for Wireless Technology Recognition Using IQ Timeseries—0
Foundations for Transfer in Reinforcement Learning: A Taxonomy of Knowledge Modalities—0
DiffFNO: Diffusion Fourier Neural Operator—0
Fourier-DeepONet: Fourier-enhanced deep operator networks for full waveform inversion with improved accuracy, generalizability, and robustness—0
Context-Aware Neural Gradient Mapping for Fine-Grained Instruction Processing—0
"FRAME: Forward Recursive Adaptive Model Extraction -- A Technique for Advance Feature Selection"—0
Context-aware recommendations from implicit data via scalable tensor factorization—0
Frames and vertex-frequency representations in graph fractional Fourier domain—0
Auto-Demo Prompting: Leveraging Generated Outputs as Demonstrations for Enhanced Batch Prompting—0
FRC-TOuNN: Topology Optimization of Continuous Fiber Reinforced Composites using Neural Network—0
Free-DyGS: Camera-Pose-Free Scene Reconstruction based on Gaussian Splatting for Dynamic Surgical Videos—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
Different thresholding methods on Nearest Shrunken Centroid algorithm—0
Differential Privacy of Hierarchical Census Data: An Optimization Approach—0
FrePolad: Frequency-Rectified Point Latent Diffusion for Point Cloud Generation—0
FreqINR: Frequency Consistency for Implicit Neural Representation with Adaptive DCT Frequency Loss—0
FreqMoE: Dynamic Frequency Enhancement for Neural PDE Solvers—0
FreqPolicy: Frequency Autoregressive Visuomotor Policy with Continuous Tokens—0
Frequency of Interest-based Noise Attenuation Method to Improve Anomaly Detection Performance—0
Frequency-weighted H2-optimal model order reduction via oblique projection—0
Differentially Private Training of Mixture of Experts Models—0
From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems—0
PrivateMail: Supervised Manifold Learning of Deep Features With Differential Privacy for Image Retrieval—0
From Noise to Nuance: Advances in Deep Generative Image Models—0
From Pixels to Gigapixels: Bridging Local Inductive Bias and Long-Range Dependencies with Pixel-Mamba—0
From Pixels to Objects: A Hierarchical Approach for Part and Object Segmentation Using Local and Global Aggregation—0
From Point to probabilistic gradient boosting for claim frequency and severity prediction—0
From Precision to Perception: User-Centred Evaluation of Keyword Extraction Algorithms for Internet-Scale Contextual Advertising—0
Contextual Reinforcement in Multimodal Token Compression for Large Language Models—0
From Structured to Unstructured:A Comparative Analysis of Computer Vision and Graph Models in solving Mesh-based PDEs—0
Fruit Detection, Segmentation and 3D Visualisation of Environments in Apple Orchards—0
Accelerating Convolutional Neural Network Pruning via Spatial Aura Entropy—0
TS-PIELM: Time-Stepping Physics-Informed Extreme Learning Machine Facilitates Soil Consolidation Analyses—0
Graph Neural Network Enabled Pinching Antennas—0
Fully Dynamic Inference with Deep Neural Networks—0
Graph sampling for node embedding—0
Guaranteed-Safe MPPI Through Composite Control Barrier Functions for Efficient Sampling in Multi-Constrained Robotic Systems—0
Fundamental Survey on Neuromorphic Based Audio Classification—0
FuXi-Ocean: A Global Ocean Forecasting System with Sub-Daily Resolution—0
HD-CB: The First Exploration of Hyperdimensional Computing for Contextual Bandits Problems—0
How important are faces for person re-identification?—0
Differentially Private Community Detection for Stochastic Block Models—0
A Low-rank Projected Proximal Gradient Method for Spectral Compressed Sensing—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified