Search Results for author: Greg Heinrich

Found 4 papers, 3 papers with code

AM-RADIO: Agglomerative Vision Foundation Model -- Reduce All Domains Into One

1 code implementation10 Dec 2023 Mike Ranzinger, Greg Heinrich, Jan Kautz, Pavlo Molchanov

A handful of visual foundation models (VFMs) have recently emerged as the backbones for numerous downstream tasks.

Benchmarking object-detection +2

Global Context Vision Transformers

8 code implementations20 Jun 2022 Ali Hatamizadeh, Hongxu Yin, Greg Heinrich, Jan Kautz, Pavlo Molchanov

Pre-trained GC ViT backbones in downstream tasks of object detection, instance segmentation, and semantic segmentation using MS COCO and ADE20K datasets outperform prior work consistently.

Image Classification Inductive Bias +4

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