Tech Blog Deep Insights from Nota's Experts on AI Model Optimization with Real-World Applications UniForm: A Reuse Attention Mechanism for Efficient Transformers on Resource-Constrained Edge Devices Seul-Ki Yeom, Ph. D. , Tae-Ho Kim April 8, 2025 A Study on Detecting LLM-Generated Multilingual Content February 25, 2025 Where do LLMs Encode the Knowledge to Assess the Ambiguity? February 10, 2025 Deploying an Efficient Vision Language Model on Mobile Devices October 10, 2024 Seri An 4/8/25 Seri An 4/8/25 UniForm: A Reuse Attention Mechanism for Efficient Transformers on Resource-Constrained Edge Devices Read More Seri An 2/25/25 Seri An 2/25/25 A Study on Detecting LLM-Generated Multilingual Content Read More Seri An 2/10/25 Seri An 2/10/25 Where do LLMs Encode the Knowledge to Assess the Ambiguity? Read More Seri An 8/2/24 Seri An 8/2/24 Deploying an Efficient Vision-Language Model on Mobile Devices Read More Seri An 6/13/24 Seri An 6/13/24 Cluster Self-Refinement for Enhanced Online Multi-Camera People Tracking Read More Seri An 6/10/24 Seri An 6/10/24 Road Object Detection Robust to Distorted Objects at the Edge Regions of images Read More Seri An 5/17/24 Seri An 5/17/24 EdgeFusion: On-device Text-to-Image Generation Read More Seri An 4/17/24 Seri An 4/17/24 LD-Pruner: Efficient Pruning of Latent Diffusion Models using Task-Agnostic Insights Read More Seri An 4/5/24 Seri An 4/5/24 Shortened LLM: A Simple Depth Pruning for Large Language Models Read More Seri An 11/14/23 Seri An 11/14/23 Integrating LaunchX with NVIDIA TAO Toolkit for Running on Various Edge Devices Read More Seri An 9/13/23 Seri An 9/13/23 Revolutionizing Mobile AI: How NetsPresso® Turbocharges Semantic Segmentation Models for Real-Time Performance Read More Seri An 7/27/23 Seri An 7/27/23 Empowering Pedestrian Safety: The Obstacle Detection App and AI Model Optimization Read More Seri An 7/12/23 Seri An 7/12/23 Revolutionizing Laundry Symbol Detection with AI Model Optimization: Streamlining the Process for Precise Results Read More Seri An 6/22/23 Seri An 6/22/23 Advancing Road Safety with AI-Powered Pothole Detection: Performance Enhancements for AI Vision Developers and Engineers Read More Seri An 6/13/23 Seri An 6/13/23 Enhancing Real-Time Processing of YOLOv5-L Using Pruning Techniques in PyNetsPresso Read More
Seri An 4/8/25 Seri An 4/8/25 UniForm: A Reuse Attention Mechanism for Efficient Transformers on Resource-Constrained Edge Devices Read More
Seri An 2/10/25 Seri An 2/10/25 Where do LLMs Encode the Knowledge to Assess the Ambiguity? Read More
Seri An 8/2/24 Seri An 8/2/24 Deploying an Efficient Vision-Language Model on Mobile Devices Read More
Seri An 6/13/24 Seri An 6/13/24 Cluster Self-Refinement for Enhanced Online Multi-Camera People Tracking Read More
Seri An 6/10/24 Seri An 6/10/24 Road Object Detection Robust to Distorted Objects at the Edge Regions of images Read More
Seri An 4/17/24 Seri An 4/17/24 LD-Pruner: Efficient Pruning of Latent Diffusion Models using Task-Agnostic Insights Read More
Seri An 4/5/24 Seri An 4/5/24 Shortened LLM: A Simple Depth Pruning for Large Language Models Read More
Seri An 11/14/23 Seri An 11/14/23 Integrating LaunchX with NVIDIA TAO Toolkit for Running on Various Edge Devices Read More
Seri An 9/13/23 Seri An 9/13/23 Revolutionizing Mobile AI: How NetsPresso® Turbocharges Semantic Segmentation Models for Real-Time Performance Read More
Seri An 7/27/23 Seri An 7/27/23 Empowering Pedestrian Safety: The Obstacle Detection App and AI Model Optimization Read More
Seri An 7/12/23 Seri An 7/12/23 Revolutionizing Laundry Symbol Detection with AI Model Optimization: Streamlining the Process for Precise Results Read More
Seri An 6/22/23 Seri An 6/22/23 Advancing Road Safety with AI-Powered Pothole Detection: Performance Enhancements for AI Vision Developers and Engineers Read More
Seri An 6/13/23 Seri An 6/13/23 Enhancing Real-Time Processing of YOLOv5-L Using Pruning Techniques in PyNetsPresso Read More