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Model Optimization

To Optimize already existing models in Training/Inferencing tasks.

Papers

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Showing 101–125 of 380 papers

TitleStatusHype
RoomDiffusion: A Specialized Diffusion Model in the Interior Design Industry—0
UDD: Dataset Distillation via Mining Underutilized Regions—0
Reinforcement Learning without Human Feedback for Last Mile Fine-Tuning of Large Language Models—0
Super-Resolution works for coastal simulations—0
Adaptive Variational Continual Learning via Task-Heuristic Modelling—0
Subgroup Analysis via Model-based Rule Forest—0
Reliable Multi-modal Medical Image-to-image Translation Independent of Pixel-wise Aligned Data—0
TSAK: Two-Stage Semantic-Aware Knowledge Distillation for Efficient Wearable Modality and Model Optimization in Manufacturing Lines—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
Superior Scoring Rules for Probabilistic Evaluation of Single-Label Multi-Class Classification TasksCode1
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
Enhancing supply chain security with automated machine learning—0
Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching—0
ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint ShrinkingCode1
On Efficient Language and Vision Assistants for Visually-Situated Natural Language Understanding: What Matters in Reading and ReasoningCode1
Flextron: Many-in-One Flexible Large Language Model—0
Learning Physical Simulation with Message Passing Transformer—0
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