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Model Optimization

To Optimize already existing models in Training/Inferencing tasks.

Papers

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Showing 151–200 of 380 papers

TitleStatusHype
Development, Optimization, and Deployment of Thermal Forward Vision Systems for Advance Vehicular Applications on Edge DevicesCode0
Video Relationship Reasoning using Gated Spatio-Temporal Energy GraphCode0
Whole-slide-imaging Cancer Metastases Detection and Localization with Limited Tumorous DataCode0
NeRF-Guided Unsupervised Learning of RGB-D Registration—0
Neural Network Quantization with AI Model Efficiency Toolkit (AIMET)—0
Neural Process for Black-Box Model Optimization Under Bayesian Framework—0
Noisy Correspondence Learning with Self-Reinforcing Errors Mitigation—0
NoRA: Nested Low-Rank Adaptation for Efficient Fine-Tuning Large Models—0
On Digital Optimization of Analog Self-Interference Cancellation for Full-Duplex Wireless Systems—0
One-Nearest Neighborhood Guides Inlier Estimation for Unsupervised Point Cloud Registration—0
Online Learning for Orchestration of Inference in Multi-User End-Edge-Cloud Networks—0
Online Pseudo Label Generation by Hierarchical Cluster Dynamics for Adaptive Person Re-Identification—0
On the Difficulty of Unpaired Infrared-to-Visible Video Translation: Fine-Grained Content-Rich Patches Transfer—0
On the Domain Adaptation and Generalization of Pretrained Language Models: A Survey—0
Optimization Design for Federated Learning in Heterogeneous 6G Networks—0
Optimizing Language Models for Human Preferences is a Causal Inference Problem—0
Optimizing Large Language Models with an Enhanced LoRA Fine-Tuning Algorithm for Efficiency and Robustness in NLP Tasks—0
Parameter Efficient Fine Tuning: A Comprehensive Analysis Across Applications—0
Particle-based Fast Jet Simulation at the LHC with Variational Autoencoders—0
Particle-Based Shape Modeling for Arbitrary Regions-of-Interest—0
Performance Optimization on Model Synchronization in Parallel Stochastic Gradient Descent Based SVM—0
Evolutionary Optimization of Physics-Informed Neural Networks: Evo-PINN Frontiers and Opportunities—0
Prediction of individual progression rate in Parkinson's disease using clinical measures and biomechanical measures of gait and postural stability—0
Probabilistic Vehicle Trajectory Prediction over Occupancy Grid Map via Recurrent Neural Network—0
ProMoAI: Process Modeling with Generative AI—0
Proximal Policy Optimization and its Dynamic Version for Sequence Generation—0
PUMA: Performance Unchanged Model Augmentation for Training Data Removal—0
QSAN: A Near-term Achievable Quantum Self-Attention Network—0
Quantifying Overfitting: Introducing the Overfitting Index—0
R2 Loss: Range Restriction Loss for Model Compression and Quantization—0
RedTest: Towards Measuring Redundancy in Deep Neural Networks Effectively—0
Reinforcement Learning without Human Feedback for Last Mile Fine-Tuning of Large Language Models—0
Reliable Multi-modal Medical Image-to-image Translation Independent of Pixel-wise Aligned Data—0
Representative Task Self-selection for Flexible Clustered Lifelong Learning—0
Retrieval Augmented Diffusion Model for Structure-informed Antibody Design and Optimization—0
Robust Unsupervised Fault Diagnosis For High-Dimensional Nonlinear Noisy Data—0
RoomDiffusion: A Specialized Diffusion Model in the Interior Design Industry—0
Scaling LLM Pre-training with Vocabulary Curriculum—0
SelectAugment: Hierarchical Deterministic Sample Selection for Data Augmentation—0
Semi-supervised and Population Based Training for Voice Commands Recognition—0
Speeding-up Graphical Model Optimization via a Coarse-to-fine Cascade of Pruning Classifiers—0
Subgroup Analysis via Model-based Rule Forest—0
Suicide Phenotyping from Clinical Notes in Safety-Net Psychiatric Hospital Using Multi-Label Classification with Pre-Trained Language Models—0
Super-Resolution works for coastal simulations—0
Supervised Learning based QoE Prediction of Video Streaming in Future Networks: A Tutorial with Comparative Study—0
Switchable K-Class Hyperplanes for Noise-Robust Representation Learning—0
SycEval: Evaluating LLM Sycophancy—0
TBBC: Predict True Bacteraemia in Blood Cultures via Deep Learning—0
Technical Language Supervision for Intelligent Fault Diagnosis in Process Industry—0
Temporal Cue Guided Video Highlight Detection With Low-Rank Audio-Visual Fusion—0
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