Plug-In Inversion: Model-Agnostic Inversion for Vision with Data
Augmentations

Plug-In Inversion: Model-Agnostic Inversion for Vision with Data Augmentations

31 January 2022

Papers citing "Plug-In Inversion: Model-Agnostic Inversion for Vision with Data Augmentations"

17 / 17 papers shown

Title
VITAL: More Understandable Feature Visualization through Distribution Alignment and Relevant Information Flow Ada Gorgun Bernt Schiele Jonas Fischer 36 0 0 28 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
DataFreeShield: Defending Adversarial Attacks without Training Data Hyeyoon Lee Kanghyun Choi Dain Kwon Sunjong Park Mayoore S. Jaiswal Noseong Park Jonghyun Choi Jinho Lee 36 0 0 21 Jun 2024
U Can't Gen This? A Survey of Intellectual Property Protection Methods for Data in Generative AI Tanja Sarcevic Alicja Karlowicz Rudolf Mayer Ricardo A. Baeza-Yates Andreas Rauber 49 6 0 22 Apr 2024
LazyDP: Co-Designing Algorithm-Software for Scalable Training of Differentially Private Recommendation Models Juntaek Lim Youngeun Kwon Ranggi Hwang Kiwan Maeng Edward Suh Minsoo Rhu SyDa 31 0 0 12 Apr 2024
What do we learn from inverting CLIP models? Hamid Kazemi Atoosa Malemir Chegini Jonas Geiping S. Feizi Tom Goldstein 38 3 0 05 Mar 2024
Feature Accentuation: Revealing 'What' Features Respond to in Natural Images Christopher Hamblin Thomas Fel Srijani Saha Talia Konkle George A. Alvarez FAtt 26 3 0 15 Feb 2024
On mitigating stability-plasticity dilemma in CLIP-guided image morphing via geodesic distillation loss Yeongtak Oh Saehyung Lee Uiwon Hwang Sungroh Yoon 34 0 0 19 Jan 2024
NeuroInspect: Interpretable Neuron-based Debugging Framework through Class-conditional Visualizations Yeong-Joon Ju Ji-Hoon Park Seong-Whan Lee AAML 25 0 0 11 Oct 2023
Deconstructing Data Reconstruction: Multiclass, Weight Decay and General Losses G. Buzaglo Niv Haim Gilad Yehudai Gal Vardi Yakir Oz Yaniv Nikankin Michal Irani 31 10 0 04 Jul 2023
Unlocking Feature Visualization for Deeper Networks with MAgnitude Constrained Optimization Thomas Fel Thibaut Boissin Victor Boutin Agustin Picard Paul Novello ... Drew Linsley Tom Rousseau Rémi Cadène Laurent Gardes Thomas Serre FAtt 16 18 0 11 Jun 2023
Leaping Into Memories: Space-Time Deep Feature Synthesis Alexandros Stergiou Nikos Deligiannis 26 0 0 17 Mar 2023
What do Vision Transformers Learn? A Visual Exploration Amin Ghiasi Hamid Kazemi Eitan Borgnia Steven Reich Manli Shu Micah Goldblum A. Wilson Tom Goldstein ViT 26 60 0 13 Dec 2022
Diffusion Art or Digital Forgery? Investigating Data Replication in Diffusion Models Gowthami Somepalli Vasu Singla Micah Goldblum Jonas Geiping Tom Goldstein 26 303 0 07 Dec 2022
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 271 2,603 0 04 May 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 267 3,371 0 09 Mar 2020
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 297 10,220 0 16 Nov 2016