SOTAVerified

Model Optimization

To Optimize already existing models in Training/Inferencing tasks.

Papers

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Showing 201–250 of 380 papers

TitleStatusHype
Making Models Shallow Again: Jointly Learning to Reduce Non-Linearity and Depth for Latency-Efficient Private Inference—0
AI-coherent data-driven forecasting model for a combined cycle power plantCode0
Transfer-Once-For-All: AI Model Optimization for Edge—0
Energy-efficient Task Adaptation for NLP Edge Inference Leveraging Heterogeneous Memory Architectures—0
Multi-modal reward for visual relationships-based image captioning—0
Whole-slide-imaging Cancer Metastases Detection and Localization with Limited Tumorous DataCode0
Optimization Design for Federated Learning in Heterogeneous 6G Networks—0
R2 Loss: Range Restriction Loss for Model Compression and Quantization—0
MOISST: Multimodal Optimization of Implicit Scene for SpatioTemporal calibration—0
DISCO: Distributed Inference with Sparse Communications—0
Online Arbitrary Shaped Clustering through Correlated Gaussian FunctionsCode0
Confidence-based Reliable Learning under Dual Noises—0
Multimodal Recommender Systems: A SurveyCode0
Investigating Pulse-Echo Sound Speed Estimation in Breast Ultrasound with Deep Learning—0
Curriculum Graph Machine Learning: A Survey—0
Gradient Estimation for Unseen Domain Risk Minimization with Pre-Trained Models—0
Execution-based Code Generation using Deep Reinforcement LearningCode1
Validation of machine learning based scenario generators—0
ALIM: Adjusting Label Importance Mechanism for Noisy Partial Label Learning—0
Victoria Amazonica Optimization (VAO): An Algorithm Inspired by the Giant Water Lily PlantCode0
Development, Optimization, and Deployment of Thermal Forward Vision Systems for Advance Vehicular Applications on Edge DevicesCode0
Multi-scale multi-modal micro-expression recognition algorithm based on transformer—0
On the Difficulty of Unpaired Infrared-to-Visible Video Translation: Fine-Grained Content-Rich Patches Transfer—0
Adjustment and Alignment for Unbiased Open Set Domain AdaptationCode1
Exploring the Optimized Value of Each Hyperparameter in Various Gradient Descent Algorithms—0
Multi-Scales Data Augmentation Approach In Natural Language Inference For Artifacts Mitigation And Pre-Trained Model Optimization—0
CbwLoss: Constrained Bidirectional Weighted Loss for Self-supervised Learning of Depth and Pose—0
A Node-collaboration-informed Graph Convolutional Network for Precise Representation to Undirected Weighted Graphs—0
T-SEA: Transfer-based Self-Ensemble Attack on Object DetectionCode1
Domain-incremental Cardiac Image Segmentation with Style-oriented Replay and Domain-sensitive Feature Whitening—0
On the Domain Adaptation and Generalization of Pretrained Language Models: A Survey—0
Mitigating Popularity Bias in Recommendation with Unbalanced Interactions: A Gradient Perspective—0
Improving Adversarial Robustness with Self-Paced Hard-Class Pair ReweightingCode0
Streaming Radiance Fields for 3D Video SynthesisCode1
A New Perspective for Understanding Generalization Gap of Deep Neural Networks Trained with Large Batch Sizes—0
Data-Augmented Counterfactual Learning for Bundle Recommendation—0
Controllable Style Transfer via Test-time Training of Implicit Neural RepresentationCode1
Floorplan-Aware Camera Poses Refinement—0
A deep learning network with differentiable dynamic programming for retina OCT surface segmentation—0
AlphaFold Distillation for Protein DesignCode1
Invariant Aggregator for Defending against Federated Backdoor Attacks—0
Generating Synthetic Data with Locally Estimated Distributions for Disclosure ControlCode0
Device-friendly Guava fruit and leaf disease detection using deep learningCode0
Grouped Adaptive Loss Weighting for Person Search—0
PicT: A Slim Weakly Supervised Vision Transformer for Pavement Distress ClassificationCode0
Towards Optimization and Model Selection for Domain Generalization: A Mixup-guided Solution—0
Archangel: A Hybrid UAV-based Human Detection Benchmark with Position and Pose Metadata—0
Tensor Decomposition based Personalized Federated Learning—0
Automatic reorientation by deep learning to generate short axis SPECT myocardial perfusion images—0
Neighborhood Collective Estimation for Noisy Label Identification and CorrectionCode1
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