· ai
YOLOv1 Paper Walkthrough: The Day YOLO First Saw the World
A detailed walkthrough of the YOLOv1 architecture and its PyTorch implementation from scratch The post YOLOv1 Paper Walkthrough: The Day YOLO First Saw the Worl...
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On the Challenge of Converting TensorFlow Models to PyTorch
How to upgrade and optimize legacy AI/ML models The post On the Challenge of Converting TensorFlow Models to PyTorch appeared first on Towards Data Science....
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NVIDIA Awards up to $60,000 Research Fellowships to PhD Students
Overview For 25 years, the NVIDIA Graduate Fellowship Programhttps://research.nvidia.com/graduate-fellowships has supported graduate students doing outstanding...
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Saturn (YC S24) Is Hiring Senior AI Engineer
Article URL: https://www.ycombinator.com/companies/saturn/jobs/R9s9o5f-senior-ai-engineer Comments URL: https://news.ycombinator.com/item?id=46144613 Points: 0...
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[Paper] Convergence for Discrete Parameter Updates
Modern deep learning models require immense computational resources, motivating research into low-precision training. Quantised training addresses this by repre...
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Overcoming the Hidden Performance Traps of Variable-Shaped Tensors: Efficient Data Sampling in PyTorch
PyTorch Model Performance Analysis and Optimization — Part 11 The post Overcoming the Hidden Performance Traps of Variable-Shaped Tensors: Efficient Data Sampli...
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A step-by-step guide to fine-tuning MedGemma for breast tumor classification
Introduction Artificial intelligence AI is revolutionizing healthcare, but how do you take a powerful, general‑purpose AI model and teach it the specialized...
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The Machine Learning and Deep Learning “Advent Calendar” Series: The Blueprint
Opening the black box of ML models, step by step, directly in Excel The post The Machine Learning and Deep Learning “Advent Calendar” Series: The Blueprint appe...
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🚀 How I Cut Deep Learning Training Time by 45% — Without Upgrading Hardware
A practical experiment comparing Caching + Prefetching, Mixed Precision, and Gradient Accumulation Machine Learning engineers often celebrate higher accuracy, b...
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[Paper] Deep Learning-Based Multiclass Classification of Oral Lesions with Stratified Augmentation
Oral cancer is highly common across the globe and is mostly diagnosed during the later stages due to the close visual similarity to benign, precancerous, and ma...
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[Paper] HarmonicAttack: An Adaptive Cross-Domain Audio Watermark Removal
The availability of high-quality, AI-generated audio raises security challenges such as misinformation campaigns and voice-cloning fraud. A key defense against ...
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[Paper] CanKD: Cross-Attention-based Non-local operation for Feature-based Knowledge Distillation
We propose Cross-Attention-based Non-local Knowledge Distillation (CanKD), a novel feature-based knowledge distillation framework that leverages cross-attention...