Beyond the Doors of Perception: Vision Transformers Represent Relations
Between Objects

Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects

22 June 2024

Michael A. Lepori

Alexa R. Tartaglini

Papers citing "Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects"

10 / 10 papers shown

Title
Racing Thoughts: Explaining Contextualization Errors in Large Language Models Michael A. Lepori Michael Mozer Asma Ghandeharioun LRM 80 1 0 02 Oct 2024
A Philosophical Introduction to Language Models - Part II: The Way Forward Raphael Milliere Cameron Buckner LRM 52 11 0 06 May 2024
Transformer Mechanisms Mimic Frontostriatal Gating Operations When Trained on Human Working Memory Tasks Aaron Traylor Jack Merullo Michael J. Frank Ellie Pavlick 32 5 0 13 Feb 2024
A Reply to Makelov et al. (2023)'s "Interpretability Illusion" Arguments Zhengxuan Wu Atticus Geiger Jing-ling Huang Aryaman Arora Thomas F. Icard Christopher Potts Noah D. Goodman 28 6 0 23 Jan 2024
Mission: Impossible Language Models Julie Kallini Isabel Papadimitriou Richard Futrell Kyle Mahowald Christopher Potts ELM LRM 42 19 0 12 Jan 2024
How does GPT-2 compute greater-than?: Interpreting mathematical abilities in a pre-trained language model Michael Hanna Ollie Liu Alexandre Variengien LRM 184 116 0 30 Apr 2023
Finding Alignments Between Interpretable Causal Variables and Distributed Neural Representations Atticus Geiger Zhengxuan Wu Christopher Potts Thomas F. Icard Noah D. Goodman CML 73 98 0 05 Mar 2023
Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 small Kevin Wang Alexandre Variengien Arthur Conmy Buck Shlegeris Jacob Steinhardt 210 486 0 01 Nov 2022
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 283 5,723 0 29 Apr 2021
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 279 39,083 0 01 Sep 2014