Neural Network Architectures and Algorithms
Neural networks have revolutionized artificial intelligence, leading to breakthroughs across industries ranging from natural language processing and computer vision to bioinformatics and autonomous systems. Neural networks are computational models modelled after the human brain, consisting of interconnected nodes (neurons) organized into layers. The architecture of a
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Better Training Data, Better AI
Within AI research and deployment, longstanding emphasis on model architectures and computational scale has begun to bring diminishing returns. As AI models become more complex and require ever more resources to achieve marginal performance gains, the community has already started shifting toward a data-centric paradigm where
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Rethinking Training Data
Machine learning (ML) models rely heavily on accessing and providing high-quality training data. Due to the long deployment timeline and domain boundaries of such models, performance will inevitably decline due to a mismatch between training data and operational conditions. This paper highlights three situations where retraining
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Lessons to My Daughter : Heartful Conversation
“My Wildflower Daughter: Lessons from Soil, Storm and Spine” One day, my daughter, you will walk into a room and feel everything shift, not because of hip sway or eyeliner alone, but simply from your energy walking ahead like a silent lioness. Before that day comes,
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Your Aunt’s Favorite Question: When Will I ‘Settle’?
Every family gathering has its rituals. From plates clinking together to overly salty casseroles to that question being posed by an expert in your family, it can all become exhaustingly familiar after a while! The Dreaded Question, “When are you going to settle down?” Your mouth
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The Unwifeable Diaries
She wasn’t one of society’s “wifeable” candidates – instead, she was labelled unwinnable because her passions ran too deep, unbridled, and wild for any traditional marriage model to contain them. Her emotions were an ecosystem, often fluctuating between stormy waves and quiet forests but always striving
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Don’t Fuck for Free
The Garden That Refused to Wilt There was once a garden, lush and wild, where flowers didn’t always blossom as expected. Roses bore thorns; vines wrapped themselves around fences; the soil rich and dark nourished roots too deep for any person to uproot them; people would
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