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 3876–3900 of 4891 papers

TitleStatusHype
ProtoRes: Proto-Residual Network for Pose Authoring via Learned Inverse KinematicsCode0
Gradient Boosted Binary Histogram Ensemble for Large-scale Regression—0
Uni-Encoder: A Fast and Accurate Response Selection Paradigm for Generation-Based Dialogue SystemsCode0
Bottom-up and top-down approaches for the design of neuromorphic processing systems: Tradeoffs and synergies between natural and artificial intelligence—0
Smart Online Charging Algorithm for Electric Vehicles via Customized Actor-Critic Learning—0
A Question of Time: Revisiting the Use of Recursive Filtering for Temporal Calibration of Multisensor Systems—0
Pixel super-resolved lensless on-chip sensor with scattering multiplexing—0
Robust Regularization with Adversarial Labelling of Perturbed Samples—0
TransCamP: Graph Transformer for 6-DoF Camera Pose Estimation—0
Federated Learning for Short-term Residential Load Forecasting—0
One4all User Representation for Recommender Systems in E-commerce—0
Revisiting 2D Convolutional Neural Networks for Graph-based Applications—0
Combining Recurrent, Convolutional, and Continuous-time Models with Linear State Space Layers—0
Deep learning of transition probability densities for stochastic asset models with applications in option pricing—0
Statistical Optimality and Computational Efficiency of Nyström Kernel PCA—0
Sparse solutions of the kernel herding algorithm by improved gradient approximation—0
An even-load-distribution design for composite bolted joints using a novel circuit model and artificial neural networks—0
Partitioned Active Learning for Heterogeneous Systems—0
Estimation of Parameters for an Archetypal Model of Cardiomyocyte Membrane Potentials—0
Multi-Resolution Data Fusion for Super Resolution ImagingCode0
Deep Unsupervised Hashing by Distilled Smooth Guidance—0
Energy-optimal Design and Control of Electric Vehicles' Transmissions—0
Rethinking and Reweighting the Univariate Losses for Multi-Label Ranking: Consistency and Generalization—0
Stability Constrained Mobile Manipulation Planning on Rough Terrain—0
Phase-Space Function Recovery for Moving Target Imaging in SAR by Convex Optimization—0
Show:102550
← PrevPage 156 of 196Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified