The Missing Curve Detectors of InceptionV1: Applying Sparse Autoencoders
to InceptionV1 Early Vision

The Missing Curve Detectors of InceptionV1: Applying Sparse Autoencoders to InceptionV1 Early Vision

6 June 2024

Liv Gorton

Papers citing "The Missing Curve Detectors of InceptionV1: Applying Sparse Autoencoders to InceptionV1 Early Vision"

14 / 14 papers shown

Title
Naturally Computed Scale Invariance in the Residual Stream of ResNet18 André Longon 68 0 0 22 Apr 2025
Decoding Vision Transformers: the Diffusion Steering Lens Ryota Takatsuki Sonia Joseph Ippei Fujisawa Ryota Kanai DiffM 37 0 0 18 Apr 2025
Interpreting the Linear Structure of Vision-language Model Embedding Spaces Isabel Papadimitriou Huangyuan Su Thomas Fel Naomi Saphra Sham Kakade Stephanie Gil VLM 61 0 0 16 Apr 2025
Uncovering Branch specialization in InceptionV1 using k sparse autoencoders Matthew Bozoukov 29 0 0 14 Apr 2025
Steering CLIP's vision transformer with sparse autoencoders Sonia Joseph Praneet Suresh Ethan Goldfarb Lorenz Hufe Yossi Gandelsman Robert Graham Danilo Bzdok Wojciech Samek Blake A. Richards 59 2 0 11 Apr 2025
TIDE : Temporal-Aware Sparse Autoencoders for Interpretable Diffusion Transformers in Image Generation Victor Shea-Jay Huang Le Zhuo Yi Xin Zhaokai Wang Peng Gao Hongsheng Li DiffM 53 1 0 10 Mar 2025
Universal Sparse Autoencoders: Interpretable Cross-Model Concept Alignment Harrish Thasarathan Julian Forsyth Thomas Fel M. Kowal Konstantinos G. Derpanis 111 7 0 06 Feb 2025
SAeUron: Interpretable Concept Unlearning in Diffusion Models with Sparse Autoencoders Bartosz Cywiński Kamil Deja DiffM 76 6 0 29 Jan 2025
Towards scientific discovery with dictionary learning: Extracting biological concepts from microscopy foundation models Konstantin Donhauser Kristina Ulicna Gemma Elyse Moran Aditya Ravuri Kian Kenyon-Dean Cian Eastwood Jason Hartford 93 0 0 20 Dec 2024
Compute Optimal Inference and Provable Amortisation Gap in Sparse Autoencoders Charles OÑeill David Klindt David Klindt 103 1 0 20 Nov 2024
Group Crosscoders for Mechanistic Analysis of Symmetry Liv Gorton 29 1 0 31 Oct 2024
Mechanistic? Naomi Saphra Sarah Wiegreffe AI4CE 29 10 0 07 Oct 2024
An X-Ray Is Worth 15 Features: Sparse Autoencoders for Interpretable Radiology Report Generation Ahmed Abdulaal Hugo Fry Nina Montaña-Brown Ayodeji Ijishakin Jack Gao Stephanie L. Hyland Daniel C. Alexander Daniel Coelho De Castro MedIm 41 8 0 04 Oct 2024
Toy Models of Superposition Nelson Elhage Tristan Hume Catherine Olsson Nicholas Schiefer T. Henighan ... Sam McCandlish Jared Kaplan Dario Amodei Martin Wattenberg C. Olah AAML MILM 133 326 0 21 Sep 2022