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CVPR 2026 workshop "Bitter Lessons in Computer Vision" to debate scaling laws versus hand-crafted engineering

Jon Barron will analyze scaling principles in 3D vision.

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Unnat Jain
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Anand Bhattad
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Jon Barron@jon_barron

I'll be giving a "exactly how bitter lesson'ed is all of 3D computer vision?" talk at the Bitter Lessons CVPR workshop tomorrow at 10:30am, Room 3A-3D. Here's a slide with the overall thesis.

Anand Bhattad@anand_bhattad

There have been a lot of fresh discussions lately around "bitter lessons".

Continuing our tradition of community-building at CVPR, our workshop is back! This year's theme: Bitter Lessons in Computer Vision.

Join us on Jun 3rd at 8:45 AM in Room 3A-3D at #CVPR2026 🔗 Website: https://sites.google.com/view/bitterlessonscv/home

We have an incredible lineup to share their "bitter lessons": Bill Freeman, Alyosha Efros, @georgiagkioxari, @jon_barron, @vincesitzmann, @BharathHarihar3, @ShenlongWang, David Forsyth, @dimadamen @ev4n3sce, @CVPR

8:26 AM · Jun 2, 2026 · 28.7K Views
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Anand Bhattad@anand_bhattad

"Bitter Lessons" workshop tomorrow (Jun 3rd) starting from 08:45 am in Room 3A-3D at #CVPR2026.

Full schedule below 👇

8:45 — Opening Remarks 9:00 — Bill Freeman: Bitter & non-bitter lessons 9:20 — Alyosha Efros: TBD 9:40 — @georgiagkioxari: The Bittersweet Lessons of Recognition 10:00 — Panel: Alyosha, Bill, Georgia & @dimadamen (mod: @unnatjain2010)

☕ 10:20 — Coffee Break

10:30 — @jon_barron: How bitter-lesson'ed is all of 3D vision? 10:50 — @vincesitzmann: TBD 11:10 — @BharathHarihar3: Mid-level vision is dead; long live mid-level vision! 11:30 — Panel: Jon, Vincent, Bharath (mod: @anand_bhattad)

11:50 — @ShenlongWang: Modeling the World After the Bitter Lesson 12:10 pm — @DerekHoiem_UofI: Advice to research by, and the next bitter lesson 12:30 pm — Panel: Shenlong, Derek & @ev4n3sce (mod: Lana Lazebnik)

Anand Bhattad@anand_bhattad

There have been a lot of fresh discussions lately around "bitter lessons".

Continuing our tradition of community-building at CVPR, our workshop is back! This year's theme: Bitter Lessons in Computer Vision.

Join us on Jun 3rd at 8:45 AM in Room 3A-3D at #CVPR2026 🔗 Website: https://sites.google.com/view/bitterlessonscv/home

We have an incredible lineup to share their "bitter lessons": Bill Freeman, Alyosha Efros, @georgiagkioxari, @jon_barron, @vincesitzmann, @BharathHarihar3, @ShenlongWang, David Forsyth, @dimadamen @ev4n3sce, @CVPR

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