Are All Vision Models Created Equal? A Study of the Open-Loop to
Closed-Loop Causality Gap

Are All Vision Models Created Equal? A Study of the Open-Loop to Closed-Loop Causality Gap

9 October 2022

Mathias Lechner

Ramin Hasani

Alexander Amini

Tsun-Hsuan Wang

Daniela Rus

Papers citing "Are All Vision Models Created Equal? A Study of the Open-Loop to Closed-Loop Causality Gap"

11 / 11 papers shown

Title
Liquid Resistance Liquid Capacitance Networks Mónika Farsang Sophie A. Neubauer Radu Grosu AI4TS 13 2 0 30 Jan 2024
Learning with Chemical versus Electrical Synapses -- Does it Make a Difference? Mónika Farsang Mathias Lechner David Lung Ramin Hasani Daniela Rus Radu Grosu 11 4 0 21 Nov 2023
Leveraging Low-Rank and Sparse Recurrent Connectivity for Robust Closed-Loop Control Neehal Tumma Mathias Lechner Noel Loo Ramin Hasani Daniela Rus 14 0 0 05 Oct 2023
Context is Environment Sharut Gupta Stefanie Jegelka David Lopez-Paz Kartik Ahuja 17 0 0 18 Sep 2023
Liquid Structural State-Space Models Ramin Hasani Mathias Lechner Tsun-Hsuan Wang Makram Chahine Alexander Amini Daniela Rus AI4TS 95 93 0 26 Sep 2022
Patches Are All You Need? Asher Trockman J. Zico Kolter ViT 214 395 0 24 Jan 2022
Are Transformers More Robust Than CNNs? Yutong Bai Jieru Mei Alan Yuille Cihang Xie ViT AAML 167 256 0 10 Nov 2021
Intriguing Properties of Vision Transformers Muzammal Naseer Kanchana Ranasinghe Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang ViT 248 618 0 21 May 2021
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 239 2,554 0 04 May 2021
Counterfactual Zero-Shot and Open-Set Visual Recognition Zhongqi Yue Tan Wang Hanwang Zhang Qianru Sun Xiansheng Hua BDL 142 189 0 01 Mar 2021
Out-of-Distribution Generalization via Risk Extrapolation (REx) David M. Krueger Ethan Caballero J. Jacobsen Amy Zhang Jonathan Binas Dinghuai Zhang Rémi Le Priol Aaron Courville OOD 215 888 0 02 Mar 2020