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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
Cutting-Edge Detection of Fatigue in Drivers: A Comparative Study of Object Detection Models—0
MUSO: Achieving Exact Machine Unlearning in Over-Parameterized RegimesCode0
Transducer Consistency Regularization for Speech to Text Applications—0
Language-Assisted Human Part Motion Learning for Skeleton-Based Temporal Action SegmentationCode0
Suicide Phenotyping from Clinical Notes in Safety-Net Psychiatric Hospital Using Multi-Label Classification with Pre-Trained Language Models—0
AutoSTF: Decoupled Neural Architecture Search for Cost-Effective Automated Spatio-Temporal Forecasting—0
ManiNeg: Manifestation-guided Multimodal Pretraining for Mammography ClassificationCode0
DAP-LED: Learning Degradation-Aware Priors with CLIP for Joint Low-light Enhancement and Deblurring—0
Few-Shot Class-Incremental Learning with Non-IID Decentralized Data—0
RoomDiffusion: A Specialized Diffusion Model in the Interior Design Industry—0
CACER: Clinical Concept Annotations for Cancer Events and RelationsCode0
Super-Resolution works for coastal simulations—0
Adaptive Variational Continual Learning via Task-Heuristic Modelling—0
Reinforcement Learning without Human Feedback for Last Mile Fine-Tuning of Large Language Models—0
UDD: Dataset Distillation via Mining Underutilized Regions—0
Subgroup Analysis via Model-based Rule Forest—0
TSAK: Two-Stage Semantic-Aware Knowledge Distillation for Efficient Wearable Modality and Model Optimization in Manufacturing Lines—0
Reliable Multi-modal Medical Image-to-image Translation Independent of Pixel-wise Aligned Data—0
NoRA: Nested Low-Rank Adaptation for Efficient Fine-Tuning Large Models—0
Meta-Learning Empowered Meta-Face: Personalized Speaking Style Adaptation for Audio-Driven 3D Talking Face Animation—0
FedKBP: Federated dose prediction framework for knowledge-based planning in radiation therapy—0
Optimizing Cox Models with Stochastic Gradient Descent: Theoretical Foundations and Practical Guidances—0
ST-SACLF: Style Transfer Informed Self-Attention Classifier for Bias-Aware Painting ClassificationCode0
Interpreting artificial neural networks to detect genome-wide association signals for complex traitsCode0
Close the Sim2real Gap via Physically-based Structured Light Synthetic Data Simulation—0
Enhancing Weakly-Supervised Histopathology Image Segmentation with Knowledge Distillation on MIL-Based Pseudo-LabelsCode0
Benchmarking Deep Learning Models on NVIDIA Jetson Nano for Real-Time Systems: An Empirical InvestigationCode0
TRAWL: Tensor Reduced and Approximated Weights for Large Language ModelsCode0
Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching—0
Enhancing supply chain security with automated machine learning—0
Flextron: Many-in-One Flexible Large Language Model—0
Learning Physical Simulation with Message Passing Transformer—0
On the Limitations of Fractal Dimension as a Measure of GeneralizationCode0
Flexible and Efficient Surrogate Gradient Modeling with Forward Gradient Injection—0
Diverse Teacher-Students for Deep Safe Semi-Supervised Learning under Class MismatchCode0
SIAVC: Semi-Supervised Framework for Industrial Accident Video ClassificationCode0
Enhancing Medical Imaging with GANs Synthesizing Realistic Images from Limited Data—0
DEMO: A Statistical Perspective for Efficient Image-Text Matching—0
Double Correction Framework for Denoising RecommendationCode0
AquaIntellect: A Semantic Self-learning Framework for Underwater Internet of Things Connectivity—0
Automating Code Adaptation for MLOps -- A Benchmarking Study on LLMs—0
NeRF-Guided Unsupervised Learning of RGB-D Registration—0
Parameter Efficient Fine Tuning: A Comprehensive Analysis Across Applications—0
Proteus: Preserving Model Confidentiality during Graph OptimizationsCode0
TMPQ-DM: Joint Timestep Reduction and Quantization Precision Selection for Efficient Diffusion Models—0
Edge-Efficient Deep Learning Models for Automatic Modulation Classification: A Performance Analysis—0
Forecasting the Future with Future Technologies: Advancements in Large Meteorological Models—0
GLCM-Based Feature Combination for Extraction Model Optimization in Object Detection Using Machine Learning—0
Exhaustive Exploitation of Nature-inspired Computation for Cancer Screening in an Ensemble MannerCode0
Diffusion Deepfake—0
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