Is Attention All That NeRF Needs?

Is Attention All That NeRF Needs?

27 July 2022

Subhashini Venugopalan

Papers citing "Is Attention All That NeRF Needs?"

16 / 16 papers shown

Title
NeuGen: Amplifying the Ñeural' in Neural Radiance Fields for Domain Generalization Ahmed Qazi Abdul Basit Asim Iqbal AI4CE 23 0 0 11 May 2025
Multiplane Prior Guided Few-Shot Aerial Scene Rendering Zihan Gao Licheng Jiao Lingling Li Xu Liu F. Liu Puhua Chen Yuwei Guo 29 3 0 07 Jun 2024
Generalizable Novel-View Synthesis using a Stereo Camera Haechan Lee Wonjoon Jin Seung-Hwan Baek Sunghyun Cho 3DV 31 1 0 21 Apr 2024
ProNeRF: Learning Efficient Projection-Aware Ray Sampling for Fine-Grained Implicit Neural Radiance Fields J. P. Bello Minh-Quan Viet Bui Munchurl Kim 23 0 0 13 Dec 2023
FSGS: Real-Time Few-shot View Synthesis using Gaussian Splatting Zehao Zhu Zhiwen Fan Yi Ding Zhangyang Wang 3DGS 20 144 0 01 Dec 2023
GP-NeRF: Generalized Perception NeRF for Context-Aware 3D Scene Understanding Hao Li Dingwen Zhang Yalun Dai Nian Liu Lechao Cheng Jingfeng Li Jingdong Wang Junwei Han 31 14 0 20 Nov 2023
Entangled View-Epipolar Information Aggregation for Generalizable Neural Radiance Fields Zhiyuan Min Yawei Luo Wei Yang Yuesong Wang Yi Yang 34 2 0 20 Nov 2023
GTA: A Geometry-Aware Attention Mechanism for Multi-View Transformers Takeru Miyato Bernhard Jaeger Max Welling Andreas Geiger ViT 39 14 0 16 Oct 2023
Pseudo-Generalized Dynamic View Synthesis from a Video Xiaoming Zhao Alex Colburn Fangchang Ma Miguel Angel Bautista J. Susskind A. Schwing 50 11 0 12 Oct 2023
SC-NeRF: Self-Correcting Neural Radiance Field with Sparse Views Liang Song Guangming Wang Jiuming Liu Zhenyang Fu Yanzi Miao Hesheng 31 11 0 10 Sep 2023
Enhancing NeRF akin to Enhancing LLMs: Generalizable NeRF Transformer with Mixture-of-View-Experts Wenyan Cong Hanxue Liang Peihao Wang Zhiwen Fan Tianlong Chen M. Varma Yi Wang Zhangyang Wang MoE 27 21 0 22 Aug 2023
NeRFool: Uncovering the Vulnerability of Generalizable Neural Radiance Fields against Adversarial Perturbations Y. Fu Ye Yuan Souvik Kundu Shang Wu Shunyao Zhang Yingyan Lin AAML 60 6 0 10 Jun 2023
Gen-NeRF: Efficient and Generalizable Neural Radiance Fields via Algorithm-Hardware Co-Design Y. Fu Zhifan Ye Jiayi Yuan Shunyao Zhang Sixu Li Haoran You Yingyan Lin 58 17 0 24 Apr 2023
M $^3$ ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design Hanxue Liang Zhiwen Fan Rishov Sarkar Ziyu Jiang Tianlong Chen Kai Zou Yu Cheng Cong Hao Zhangyang Wang MoE 31 81 0 26 Oct 2022
NeRF-SOS: Any-View Self-supervised Object Segmentation on Complex Scenes Zhiwen Fan Peihao Wang Yi Ding Xinyu Gong Dejia Xu Zhangyang Wang 99 63 0 19 Sep 2022
MVS2D: Efficient Multi-view Stereo via Attention-Driven 2D Convolutions Zhenpei Yang Zhile Ren Qi Shan Qi-Xing Huang 3DV 48 51 0 27 Apr 2021