Mark

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authored 7 papers about 2 months ago

A Cookbook of Self-Supervised Learning

Paper • 2304.12210 • Published Apr 24, 2023 • 3

Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks

Paper • 2310.19909 • Published Oct 30, 2023 • 20

Does Progress On Object Recognition Benchmarks Improve Real-World Generalization?

Paper • 2307.13136 • Published Jul 24, 2023 • 1

PUG: Photorealistic and Semantically Controllable Synthetic Data for Representation Learning

Paper • 2308.03977 • Published Aug 8, 2023

An Introduction to Vision-Language Modeling

Paper • 2405.17247 • Published May 27, 2024 • 87

A Whac-A-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others

Paper • 2212.04825 • Published Dec 9, 2022

UniBench: Visual Reasoning Requires Rethinking Vision-Language Beyond Scaling

Paper • 2408.04810 • Published Aug 9, 2024 • 22