Blog Posts | Joshua Berkowitz

7 Articles

2025 × neural networks ×

How DiscoRL Is Changing the Rules: AI That Discovers Its Own Learning Algorithms

What if artificial intelligence could not only learn from experience but also invent the very rules that govern its learning, outpacing even the best human-crafted algorithms? Google DeepMind has take...

AI research algorithm discovery automation DeepMind generalization meta-learning neural networks reinforcement learning

Dec 9, 2025

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Uni-LoRA: Ultra-Efficient Parameter Reduction For LLM Training

Low-Rank Adaptation (LoRA) revolutionized how we fine-tune large language models by introducing parameter-efficient training methods that constrain weight updates to low-rank matrix decompositions (Hu...

computational efficiency isometric projections linear algebra LoRA machine learning mathematics neural networks optimization parameter efficiency projection methods

Sep 20, 2025

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Papers

Neural Networks Are Transforming 3D Rendering: Inside Microsoft's RenderFormer

3D rendering powers our most captivating digital experiences, from blockbuster movies to cutting-edge virtual reality. Traditionally, this field has relied on physics-based methods to recreate the int...

3D rendering AI research computer graphics deep learning machine learning neural networks RenderFormer SIGGRAPH

Sep 11, 2025

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How Global Teams Charted the First Brain-Wide Map of Decision-Making in Mice

If we could observe an entire brain as it navigates rapid-fire choices, what would insights would it reveal? Thanks to an unprecedented international collaboration we are getting closer to an answer. ...

brain mapping collaborative research data sharing decision-making mouse studies neural networks neuroscience

Sep 5, 2025

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How Tokenizers Are Transforming AI Image Editing and Generation

Recent innovations from MIT researchers are leveraging the hidden potential of neural networks called tokenizers for fast, flexible, and resource-efficient image manipulation. Tokenizers: More Than Co...

AI computer vision image editing image generation machine learning MIT research neural networks tokenizers

Aug 27, 2025

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Vision-Based Learning Is Giving Robots a Sense of Self

What if a we could program a machine that figures out how its body works the same way a child learns to wiggle their fingers, by observing and experimenting. This is the concept behind the Neural Jaco...

autonomous systems computer vision machine learning neural networks robotics self-awareness soft robotics

Jul 26, 2025

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Machine Learning Reveals the Hidden Complexity of Games

Have you ever wondered why some things feel easy to master while others seem endlessly perplexing? Recent research in machine learning is shedding light on this puzzle, uncovering the hidden layers th...

behavioral economics complexity decision-making game theory human behavior machine learning neural networks

Jul 12, 2025

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