Beyond Surface Statistics: Scene Representations in a Latent Diffusion
Model

Beyond Surface Statistics: Scene Representations in a Latent Diffusion Model

9 June 2023

Fernanda Viégas

Martin Wattenberg

Papers citing "Beyond Surface Statistics: Scene Representations in a Latent Diffusion Model"

17 / 17 papers shown

Title
Latent Diffusion U-Net Representations Contain Positional Embeddings and Anomalies Jonas Loos Lorenz Linhardt 26 0 0 09 Apr 2025
Enhancing Multiple Dimensions of Trustworthiness in LLMs via Sparse Activation Control Yuxin Xiao Chaoqun Wan Yonggang Zhang Wenxiao Wang Binbin Lin Xiaofei He Xu Shen Jieping Ye 29 0 0 04 Nov 2024
Latent Abstractions in Generative Diffusion Models Giulio Franzese Mattia Martini Giulio Corallo Paolo Papotti Pietro Michiardi DiffM 43 0 0 04 Oct 2024
Disrupting Diffusion-based Inpainters with Semantic Digression Geonho Son Juhun Lee Simon S. Woo DiffM 42 3 0 14 Jul 2024
Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space Core Francisco Park Maya Okawa Andrew Lee Ekdeep Singh Lubana Hidenori Tanaka 64 9 0 27 Jun 2024
The 3D-PC: a benchmark for visual perspective taking in humans and machines Drew Linsley Peisen Zhou A. Ashok Akash Nagaraj Gaurav Gaonkar Francis E Lewis Zygmunt Pizlo Thomas Serre 51 6 0 06 Jun 2024
Probing the 3D Awareness of Visual Foundation Models Mohamed El Banani Amit Raj Kevis-Kokitsi Maninis Abhishek Kar Yuanzhen Li Michael Rubinstein Deqing Sun Leonidas J. Guibas Justin Johnson Varun Jampani 45 78 0 12 Apr 2024
SIGNeRF: Scene Integrated Generation for Neural Radiance Fields Jan-Niklas Dihlmann Andreas Engelhardt Hendrik P. A. Lensch DiffM VGen 29 4 0 03 Jan 2024
Deciphering 'What' and 'Where' Visual Pathways from Spectral Clustering of Layer-Distributed Neural Representations Xiao Zhang David Yunis Michael Maire 30 3 0 11 Dec 2023
NeuSD: Surface Completion with Multi-View Text-to-Image Diffusion Savva Ignatyev Daniil Selikhanovych Oleg Voynov Yiqun Wang Peter Wonka Stamatios Lefkimmiatis Evgeny Burnaev 31 0 0 07 Dec 2023
Shadows Don't Lie and Lines Can't Bend! Generative Models don't know Projective Geometry...for now Ayush Sarkar Hanlin Mai Amitabh Mahapatra Svetlana Lazebnik D. A. Forsyth Anand Bhattad GAN 35 34 0 28 Nov 2023
Leveraging Diffusion Disentangled Representations to Mitigate Shortcuts in Underspecified Visual Tasks Luca Scimeca Alexander Rubinstein A. Nicolicioiu Damien Teney Yoshua Bengio DiffM 36 2 0 03 Oct 2023
Conceptual Framework for Autonomous Cognitive Entities David Shapiro Wangfan Li Manuel Delaflor Carlos Toxtli 46 1 0 03 Oct 2023
On the Design Fundamentals of Diffusion Models: A Survey Ziyi Chang George Alex Koulieris Hubert P. H. Shum DiffM 34 54 0 07 Jun 2023
Label-Efficient Semantic Segmentation with Diffusion Models Dmitry Baranchuk Ivan Rubachev A. Voynov Valentin Khrulkov Artem Babenko DiffM VLM 195 521 0 06 Dec 2021
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 460 2,592 0 03 Sep 2019
What you can cram into a single vector: Probing sentence embeddings for linguistic properties Alexis Conneau Germán Kruszewski Guillaume Lample Loïc Barrault Marco Baroni 201 883 0 03 May 2018