PictSure: Pretraining Embeddings Matters for In-Context Learning Image Classifiers

PictSure: Pretraining Embeddings Matters for In-Context Learning Image Classifiers

16 June 2025

Lukas Schiesser

Cornelius Wolff

ArXiv (abs)PDF HTML

Papers citing "PictSure: Pretraining Embeddings Matters for In-Context Learning Image Classifiers"

9 / 9 papers shown

Title
TabICL: A Tabular Foundation Model for In-Context Learning on Large Data Jingang Qu David Holzmüller Gaël Varoquaux Marine Le Morvan LMTD 186 15 0 08 Feb 2025
Demystifying CLIP Data Hu Xu Saining Xie Xiaoqing Ellen Tan Po-Yao (Bernie) Huang Russell Howes Vasu Sharma Shang-Wen Li Gargi Ghosh Luke Zettlemoyer Christoph Feichtenhofer VLM CLIP 109 127 0 31 Dec 2024
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 667 41,369 0 22 Oct 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 608 4,893 0 23 Jan 2020
SimpleShot: Revisiting Nearest-Neighbor Classification for Few-Shot Learning Yan Wang Wei-Lun Chao Kilian Q. Weinberger Laurens van der Maaten VLM 71 341 0 12 Nov 2019
Matching Networks for One Shot Learning Oriol Vinyals Charles Blundell Timothy Lillicrap Koray Kavukcuoglu Daan Wierstra VLM 373 7,333 0 13 Jun 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,322 0 10 Dec 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 388 13,169 0 12 Mar 2015
Fine-Grained Visual Classification of Aircraft Subhransu Maji Esa Rahtu Arno Solin Matthew Blaschko Andrea Vedaldi 126 2,269 0 21 Jun 2013