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
Exploiting Estimation Bias in Clipped Double Q-Learning for Continous Control Reinforcement Learning Tasks—0
An Interface Method for Co-simulation of EMT Model and Shifted Frequency EMT Model Based on Rotational Invariance Techniques—0
Exploiting Change Blindness for Video Coding: Perspectives from a Less Promising User Study—0
Forward and Backward Bellman equations improve the efficiency of EM algorithm for DEC-POMDP—0
CLIP-Optimized Multimodal Image Enhancement via ISP-CNN Fusion for Coal Mine IoVT under Uneven Illumination—0
Explicifying Neural Implicit Fields for Efficient Dynamic Human Avatar Modeling via a Neural Explicit Surface—0
Clifford Circuits can be Properly PAC Learned if and only if RP=NP—0
Foundations for Transfer in Reinforcement Learning: A Taxonomy of Knowledge Modalities—0
An Integrated Artificial Intelligence Operating System for Advanced Low-Altitude Aviation Applications—0
Fourier-DeepONet: Fourier-enhanced deep operator networks for full waveform inversion with improved accuracy, generalizability, and robustness—0
Explainable Bayesian Recurrent Neural Smoother to Capture Global State Evolutionary Correlations—0
"FRAME: Forward Recursive Adaptive Model Extraction -- A Technique for Advance Feature Selection"—0
Explainable AI for Multivariate Time Series Pattern Exploration: Latent Space Visual Analytics with Temporal Fusion Transformer and Variational Autoencoders in Power Grid Event Diagnosis—0
Frames and vertex-frequency representations in graph fractional Fourier domain—0
Client Selection Strategies for Federated Semantic Communications in Heterogeneous IoT Networks—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
Explainability-Driven Leaf Disease Classification Using Adversarial Training and Knowledge Distillation—0
Expert-Token Resonance: Redefining MoE Routing through Affinity-Driven Active Selection—0
An Integer Polynomial Programming Based Framework for Lifted MAP Inference—0
ExpertFlow: Optimized Expert Activation and Token Allocation for Efficient Mixture-of-Experts Inference—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
Expected Sliced Transport Plans—0
Exp-Concavity of Proper Composite Losses—0
From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems—0
Exact Pareto Optimal Search for Multi-Task Learning and Multi-Criteria Decision-Making—0
Class-relevant Patch Embedding Selection for Few-Shot Image Classification—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
An Integer Clustering Approach for Modeling Large-Scale EV Fleets with Guaranteed Performance—0
A Diagrammatic Approach to Improve Computational Efficiency in Group Equivariant Neural Networks—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
ACL: Activating Capability of Linear Attention for Image Restoration—0
Exact first passage time distribution for second-order reactions in chemical networks—0
Exact Characterization of Aggregate Flexibility via Generalized Polymatroids—0
Classification of residential and non-residential buildings based on satellite data using deep learning—0
Exact Acceleration of Subgraph Graph Neural Networks by Eliminating Computation Redundancy—0
evS2CP: Real-time Simultaneous Speed and Charging Planner for Connected Electric Vehicles—0
Fundamental Survey on Neuromorphic Based Audio Classification—0
FuXi-Ocean: A Global Ocean Forecasting System with Sub-Daily Resolution—0
Classification of Power Quality Disturbances Using Resnet with Channel Attention Mechanism—0
An Innovative Networks in Federated Learning—0
Evolution and Efficiency in Neural Architecture Search: Bridging the Gap Between Expert Design and Automated Optimization—0
Classification of Occluded Objects using Fast Recurrent Processing—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified