Zico Kolter
where else to find them
what they talk about
where they keep going back
no series more than once — all 3 in the filters
on a stage with
never shared a talk
who talks about the same things
nobody close enough yet
| title | conference | date |
|---|---|---|
| Understanding (a bit about) hallucinations in Generative AI | Modern Paradigms in Generalization Boot Camp 2024 | 2024-08-27 |
Diffusion models trained on a simple shapes dataset and on hands produce 1–2% clearly impossible samples (two shapes in one region, nonfive fingers). Analysis… | ||
| Integrating Constraints into Deep Learning Architectures with Structured Layers | Emerging Challenges in Deep Learning (Simons Institute workshop, 2019) | 2019-08-05 |
Claims that a weight‑tied, input‑injected network can be collapsed to a single implicit layer and trained by solving for its root, implemented as deep… | ||
| Provable Robustness Beyond Bound Propagation | Frontiers of Deep Learning 2019 | 2019-07-15 |
Proposes that randomized smoothing — classifying by majority vote over Gaussian-noised inputs — yields a provable certified L2 radius (r = sigma Phi^{-1}(p))… | ||
| nothing matches | ||