Improving 2D Feature Representations by 3D-Aware Fine-Tuning

Improving 2D Feature Representations by 3D-Aware Fine-Tuning

29 July 2024

Francis Engelmann

Siyu Tang

Papers citing "Improving 2D Feature Representations by 3D-Aware Fine-Tuning"

11 / 11 papers shown

Title
RFMI: Estimating Mutual Information on Rectified Flow for Text-to-Image Alignment Chao Wang Giulio Franzese A. Finamore Pietro Michiardi 60 0 0 18 Mar 2025
LUDVIG: Learning-free Uplifting of 2D Visual features to Gaussian Splatting scenes Juliette Marrie Romain Menegaux Michael Arbel Diane Larlus Julien Mairal 3DGS 37 1 0 18 Oct 2024
ARKit LabelMaker: A New Scale for Indoor 3D Scene Understanding Guangda Ji Silvan Weder Francis Engelmann Marc Pollefeys Hermann Blum 3DV 44 3 0 17 Oct 2024
SPA: 3D Spatial-Awareness Enables Effective Embodied Representation Haoyi Zhu Honghui Yang Yating Wang Jiange Yang Limin Wang Tong He 3DH 43 5 0 10 Oct 2024
Feature-Realistic Neural Fusion for Real-Time, Open Set Scene Understanding Kirill Mazur Edgar Sucar Andrew J. Davison 3DPC AI4CE 80 44 0 06 Oct 2022
Neural Feature Fusion Fields: 3D Distillation of Self-Supervised 2D Image Representations Vadim Tschernezki Iro Laina Diane Larlus Andrea Vedaldi 168 184 0 07 Sep 2022
Decomposing NeRF for Editing via Feature Field Distillation Sosuke Kobayashi Eiichi Matsumoto Vincent Sitzmann 159 326 0 31 May 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,337 0 11 Nov 2021
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
Pri3D: Can 3D Priors Help 2D Representation Learning? Ji Hou Saining Xie Benjamin Graham Angela Dai Matthias Nießner SSL 3DPC MDE 75 76 0 22 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