Vision is dead, long live the vision!
Bill Freeman gives us first a list of warm-up bitter lessons. He keeps the bigger ones for later in the talk. #cvpr2026
He also declared end-to-end training superior to hand-designed filters
Vision is dead, long live the vision!
Bill Freeman gives us first a list of warm-up bitter lessons. He keeps the bigger ones for later in the talk. #cvpr2026
Bill Freeman gives us first a list of warm-up bitter lessons. He keeps the bigger ones for later in the talk. #cvpr2026
He also declared end-to-end training superior to hand-designed filters
Vision is dead, long live the vision!
Bill Freeman gives us first a list of warm-up bitter lessons. He keeps the bigger ones for later in the talk. #cvpr2026
Positive users value the useful lessons compilation and nice tribute to Rich Sutton in Bill Freeman's CVPR talk on computer vision, while negative users dismiss the field as a dead end one-shotted by diffusion LLMs.

The non-bitter lessons compilation is ever useful: - work w/ more people - read old stuff - put spotlight in people around you - get used to being outshined by your students #cvpr2026
Bill Freeman gives us first a list of warm-up bitter lessons. He keeps the bigger ones for later in the talk. #cvpr2026

State of things in 2026 we have even more language: “computer vision by asking nicely” #cvpr2026