PASS: An ImageNet replacement for self-supervised pretraining without humans

27 September 2021

Christian Rupprecht

Andrea Vedaldi

Papers citing "PASS: An ImageNet replacement for self-supervised pretraining without humans"

20 / 20 papers shown

Title
A Vision-Language Foundation Model for Leaf Disease Identification Khang Nguyen Quoc Lan Le Thi Thu Luyl-Da Quach VLM 26 0 0 11 May 2025
Sparse Low-Ranked Self-Attention Transformer for Remaining Useful Lifetime Prediction of Optical Fiber Amplifiers Dominic Schneider Lutz Rapp 32 0 0 22 Sep 2024
Scaling Backwards: Minimal Synthetic Pre-training? Ryo Nakamura Ryu Tadokoro Ryosuke Yamada Tim Puhlfürß Iro Laina Christian Rupprecht Walid Maalej Rio Yokota Hirokatsu Kataoka DD 22 2 0 01 Aug 2024
Analyzing the Roles of Language and Vision in Learning from Limited Data Allison Chen Ilia Sucholutsky Olga Russakovsky Thomas L. Griffiths VLM 23 2 0 15 Feb 2024
Learning Human Action Recognition Representations Without Real Humans Howard Zhong Samarth Mishra Donghyun Kim SouYoung Jin Rameswar Panda Hildegard Kuehne Leonid Karlinsky Venkatesh Saligrama Aude Oliva Rogerio Feris 24 3 0 10 Nov 2023
Prototype-based Dataset Comparison N. V. Noord 31 6 0 05 Sep 2023
Inducing Neural Collapse to a Fixed Hierarchy-Aware Frame for Reducing Mistake Severity Tong Liang Jim Davis 30 10 0 10 Mar 2023
An Exact Mapping From ReLU Networks to Spiking Neural Networks A. Stanojević Stanislaw Wo'zniak G. Bellec G. Cherubini A. Pantazi W. Gerstner 23 22 0 23 Dec 2022
VTC: Improving Video-Text Retrieval with User Comments Laura Hanu James Thewlis Yuki M. Asano Christian Rupprecht VGen 23 7 0 19 Oct 2022
WorldGen: A Large Scale Generative Simulator Chahat Deep Singh R. Kumari Cornelia Fermuller N. Sanket Yiannis Aloimonos 28 4 0 03 Oct 2022
Segmenting Moving Objects via an Object-Centric Layered Representation Jun Xie Weidi Xie Andrew Zisserman VOS OCL 28 47 0 05 Jul 2022
Self-Supervised Pretraining for Differentially Private Learning Arash Asadian Evan Weidner Lei Jiang PICV 27 3 0 14 Jun 2022
Kubric: A scalable dataset generator Klaus Greff Francois Belletti Lucas Beyer Carl Doersch Yilun Du ... Ziyu Wang Tianhao Wu K. M. Yi Fangcheng Zhong Andrea Tagliasacchi 43 250 0 07 Mar 2022
Generalized Category Discovery S. Vaze Kai Han Andrea Vedaldi Andrew Zisserman 33 188 0 07 Jan 2022
With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations Debidatta Dwibedi Y. Aytar Jonathan Tompson P. Sermanet Andrew Zisserman SSL 188 453 0 29 Apr 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 317 5,775 0 29 Apr 2021
A Study of Face Obfuscation in ImageNet Kaiyu Yang Jacqueline Yau Li Fei-Fei Jia Deng Olga Russakovsky PICV CVBM 30 144 0 10 Mar 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 267 3,371 0 09 Mar 2020
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models Sachit Menon Alexandru Damian Shijia Hu Nikhil Ravi Cynthia Rudin OOD DiffM 194 540 0 08 Mar 2020
DensePose: Dense Human Pose Estimation In The Wild R. Güler Natalia Neverova Iasonas Kokkinos 3DH 181 1,386 0 01 Feb 2018