https://xitter.cf/t.co/srLqFNHBVr Previously: Mechanistic Interpretability for Vision (MIV) Workshop

Joined January 2025
We're back for @CVPR 2026! Meet ✨HOW 2026: How Do Vision Models Work?✨ workshop Building on the success of last year’s MIV workshop, we are expanding our lens beyond mechinterp to build a unified science of how vision models learn, represent, and reason. More details 👇
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How Do Vision Models Work? @ CVPR2026 (Prev: MIV) retweeted
Large-scale automated neuron labeling for... neurons in the brain! Excited to see ideas from AI interpretability helping us understand biological neural systems. One result I love: 96% of V4 neurons are language-describable! Fortunate to be part of this project led by @vedanglad
How well can you describe the feature selectivity of a vision neuron … with words? Interpretability has long borrowed from neuroscience — and maybe it can give back too! 🧵
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How Do Vision Models Work? @ CVPR2026 (Prev: MIV) retweeted
We just revamped the Gaze Heads demo with two powerful new features: 🔍 Scroll-to-zoom ✨ Continuous hover Direct your VLM’s gaze attention to any region, anytime - and get a description in the exact order you point !! Try it: gaze.baulab.info/#demo 👇 cc: @davidbau
Vision-language AI models have a gaze. And you can steer it! 👀 Redirect just 9% of a model’s attention heads to any region in an image, and the VLM will start describing that region mid-generation. We call them Gaze Heads! Try the demo: gaze.baulab.info/#demo 🧵👇
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How Do Vision Models Work? @ CVPR2026 (Prev: MIV) retweeted
Vision-language AI models have a gaze. And you can steer it! 👀 Redirect just 9% of a model’s attention heads to any region in an image, and the VLM will start describing that region mid-generation. We call them Gaze Heads! Try the demo: gaze.baulab.info/#demo 🧵👇
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Prof. Zhuang's talk just started! How do vision models learn to reason!
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Open weights let us use models Open recipes let us study them!
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Prof. Lily Weng's talk just started!!
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Challenges with interpretability methods
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Really well put talk about the challenges and rigorous analysis thst can be done for understanding the AI models!
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How Do Vision Models Work? @ CVPR2026 (Prev: MIV) retweeted
the workshop admin is so hype about NDIF, love it! yes dw about GPUs
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