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researcher

Brian Karrer

17 papers hereh-index 121.2k citations22 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author14
  • last author3

Across the 17 of 17 papers where every author was matched, so the position is known.

fields
  • cs.LG12
  • cs.CV2
  • stat.ML2
  • cs.CY1
same name
  • Brian Karrer — 4 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedScaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning

27 citations · 44 across the 16 of their papers we have counts for

collaborators
Showing 2023Show all

3 papers · 1 filter

cs.CV2023

Training-free Linear Image Inverses via Flows

Ashwini Pokle, Matthew J. Muckley, Ricky T. Q. Chen +1

Solving inverse problems without any training involves using a pretrained generative model and making appropriate modifications to the generation process to avoid finetuning of the…

stat.ML2023

Generalized Schrödinger Bridge Matching

Guan-Horng Liu, Yaron Lipman, Maximilian Nickel +3

Modern distribution matching algorithms for training diffusion or flow models directly prescribe the time evolution of the marginal distributions between two boundary distributions…

cs.LG2023★ 27 cited

Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning

Lili Yu, Bowen Shi, Ramakanth Pasunuru +24

We present CM3Leon (pronounced "Chameleon"), a retrieval-augmented, token-based, decoder-only multi-modal language model capable of generating and infilling both text and images. C…

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