SOTAVerified

Model Optimization

To Optimize already existing models in Training/Inferencing tasks.

Papers

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Showing 301–350 of 380 papers

TitleStatusHype
An empirical investigation into audio pipeline approaches for classifying bird species—0
Few-Shot Charge Prediction with Multi-Grained Features and MutualInformation—0
Using deep learning to detect patients at risk for prostate cancer despite benign biopsies—0
Multi-objective Asynchronous Successive HalvingCode3
Trust It or Not: Confidence-Guided Automatic Radiology Report Generation—0
Affinity Attention Graph Neural Network for Weakly Supervised Semantic SegmentationCode1
Multi-Agent Cooperative Bidding Games for Multi-Objective Optimization in e-Commercial Sponsored Search—0
Physics-Guided Discovery of Highly Nonlinear Parametric Partial Differential EquationsCode0
A keyword-driven approach to science—0
CMUA-Watermark: A Cross-Model Universal Adversarial Watermark for Combating DeepfakesCode1
BatchQuant: Quantized-for-all Architecture Search with Robust QuantizerCode0
Constraint-Based Inference of Heuristics for Foreign Exchange Trade Model Optimization—0
FedSup: A Communication-Efficient Federated Learning Fatigue Driving Behaviors Supervision Framework—0
A Survey on Federated Learning and its Applications for Accelerating Industrial Internet of Things—0
Neural Process for Black-Box Model Optimization Under Bayesian Framework—0
Low-Fidelity End-to-End Video Encoder Pre-training for Temporal Action Localization—0
Model Complexity of Deep Learning: A Survey—0
DEUP: Direct Epistemic Uncertainty PredictionCode1
Few-Shot Graph Learning for Molecular Property PredictionCode1
Video Analytics on IoT devices—0
Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regularized Fine-TuningCode1
Loss Function Discovery for Object Detection via Convergence-Simulation Driven SearchCode1
Graph Embedding for Recommendation against Attribute Inference Attacks—0
A stochastic geospatial epidemic model and simulation using an event modulated Gillespie algorithm—0
Deeplite Neutrino: An End-to-End Framework for Constrained Deep Learning Model Optimization—0
Multitask Learning for Emotion and Personality DetectionCode1
Online Pseudo Label Generation by Hierarchical Cluster Dynamics for Adaptive Person Re-Identification—0
3D Building Reconstruction From Monocular Remote Sensing Images—0
Temporal Cue Guided Video Highlight Detection With Low-Rank Audio-Visual Fusion—0
Switchable K-Class Hyperplanes for Noise-Robust Representation Learning—0
Model Optimization for Deep Space Exploration via Simulators and Deep Learning—0
Spatio-temporal Multi-task Learning for Cardiac MRI Left Ventricle QuantificationCode0
Personalized Federated Learning with First Order Model OptimizationCode1
Untangling tradeoffs between recurrence and self-attention in artificial neural networks—0
Rank Position Forecasting in Car RacingCode0
Dataset Cartography: Mapping and Diagnosing Datasets with Training DynamicsCode1
Iterative Surrogate Model Optimization (ISMO): An active learning algorithm for PDE constrained optimization with deep neural networksCode0
Untangling tradeoffs between recurrence and self-attention in neural networks—0
Personalized Federated Learning with Moreau EnvelopesCode1
Do the Machine Learning Models on a Crowd Sourced Platform Exhibit Bias? An Empirical Study on Model FairnessCode0
Meta-Learning for Few-Shot Land Cover Classification—0
Dynamic Scale Training for Object DetectionCode1
A Fast Fully Octave Convolutional Neural Network for Document Image SegmentationCode0
Monocular Human Pose and Shape Reconstruction using Part Differentiable Rendering—0
ML4Chem: A Machine Learning Package for Chemistry and Materials ScienceCode1
Comprehensive and Efficient Data Labeling via Adaptive Model Scheduling—0
Multi-site fMRI Analysis Using Privacy-preserving Federated Learning and Domain Adaptation: ABIDE ResultsCode1
AutoScale: Learning to Scale for Crowd Counting and LocalizationCode0
Prediction of individual progression rate in Parkinson's disease using clinical measures and biomechanical measures of gait and postural stability—0
Visual Tactile Fusion Object Clustering—0
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