v1v2v3 (latest)

GTA: A Geometry-Aware Attention Mechanism for Multi-View Transformers

16 October 2023

Papers citing "GTA: A Geometry-Aware Attention Mechanism for Multi-View Transformers"

50 / 70 papers shown

Title
Artificial Kuramoto Oscillatory Neurons Takeru Miyato Sindy Löwe Andreas Geiger Max Welling AI4CE 182 10 0 17 Oct 2024
Triplane Meets Gaussian Splatting: Fast and Generalizable Single-View 3D Reconstruction with Transformers Zi-Xin Zou Zhipeng Yu Yuanchen Guo Yangguang Li Ding Liang Yan-Pei Cao Song-Hai Zhang 3DGS 98 183 0 14 Dec 2023
LRM: Large Reconstruction Model for Single Image to 3D Yicong Hong Kai Zhang Jiuxiang Gu Sai Bi Yang Zhou Difan Liu Feng Liu Kalyan Sunkavalli Trung Bui Hao Tan 3DV 3DH 174 452 0 08 Nov 2023
Neural Fourier Transform: A General Approach to Equivariant Representation Learning Masanori Koyama Kenji Fukumizu Kohei Hayashi Takeru Miyato 65 8 0 29 May 2023
Explicit Correspondence Matching for Generalizable Neural Radiance Fields Yuedong Chen Haofei Xu Qianyi Wu Chuanxia Zheng Tat-Jen Cham Jianfei Cai 3DV 121 36 0 24 Apr 2023
Learning to Render Novel Views from Wide-Baseline Stereo Pairs Yilun Du Cameron Smith A. Tewari Vincent Sitzmann 3DV 90 73 0 17 Apr 2023
RePAST: Relative Pose Attention Scene Representation Transformer Aleksandr Safin Daniel Durckworth Mehdi S. M. Sajjadi 70 3 0 03 Apr 2023
Exploring Object-Centric Temporal Modeling for Efficient Multi-View 3D Object Detection Shihao Wang Yingfei Liu Tiancai Wang Ying Li Xiangyu Zhang 3DPC 119 210 0 21 Mar 2023
Zero-1-to-3: Zero-shot One Image to 3D Object Ruoshi Liu Rundi Wu Basile Van Hoorick P. Tokmakov Sergey Zakharov Carl Vondrick DiffM 150 1,108 0 20 Mar 2023
Geometry-biased Transformers for Novel View Synthesis Naveen Venkat Mayank Agarwal Maneesh Singh Shubham Tulsiani 54 10 0 11 Jan 2023
A Length-Extrapolatable Transformer Yutao Sun Li Dong Barun Patra Shuming Ma Shaohan Huang Alon Benhaim Vishrav Chaudhary Xia Song Furu Wei 105 124 0 20 Dec 2022
Scalable Diffusion Models with Transformers William S. Peebles Saining Xie GNN 120 2,434 0 19 Dec 2022
Unifying Flow, Stereo and Depth Estimation Haofei Xu Jing Zhang Jianfei Cai Hamid Rezatofighi Feng Yu Dacheng Tao Andreas Geiger MDE 122 216 0 10 Nov 2022
Unsupervised Learning of Equivariant Structure from Sequences Takeru Miyato Masanori Koyama Kenji Fukumizu 69 12 0 12 Oct 2022
Novel View Synthesis with Diffusion Models Daniel Watson William Chan Ricardo Martín Brualla Jonathan Ho Andrea Tagliasacchi Mohammad Norouzi DiffM 145 273 0 06 Oct 2022
Safety-Enhanced Autonomous Driving Using Interpretable Sensor Fusion Transformer Hao Shao Letian Wang Ruobing Chen Hongsheng Li Y. Liu 112 207 0 28 Jul 2022
Is Attention All That NeRF Needs? T. MukundVarma Peihao Wang Xuxi Chen Tianlong Chen Subhashini Venugopalan Zhangyang Wang ViT 96 112 0 27 Jul 2022
Generalizable Patch-Based Neural Rendering M. Suhail Carlos Esteves Leonid Sigal A. Makadia 145 106 0 21 Jul 2022
Object Scene Representation Transformer Mehdi S. M. Sajjadi Daniel Duckworth Aravindh Mahendran Sjoerd van Steenkiste Filip Pavetić Mario Luvcić Leonidas Guibas Klaus Greff Thomas Kipf ViT OCL 90 94 0 14 Jun 2022
PETRv2: A Unified Framework for 3D Perception from Multi-Camera Images Yingfei Liu Junjie Yan Fan Jia Shuailin Li Q. Gao Tiancai Wang Xinming Zhang Jian Sun 3DPC 112 358 0 02 Jun 2022
TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving Kashyap Chitta Aditya Prakash Bernhard Jaeger Zehao Yu Katrin Renz Andreas Geiger ViT 176 332 0 31 May 2022
Cross-view Transformers for real-time Map-view Semantic Segmentation Brady Zhou Philipp Krahenbuhl ViT 112 279 0 05 May 2022
Learning Symmetric Embeddings for Equivariant World Models Jung Yeon Park Ondrej Biza Linfeng Zhao Jan-Willem van de Meent Robin Walters 75 45 0 24 Apr 2022
BEVFormer: Learning Bird's-Eye-View Representation from Multi-Camera Images via Spatiotemporal Transformers Zhiqi Li Wenhai Wang Hongyang Li Enze Xie Chonghao Sima Tong Lu Qiao Yu Jifeng Dai 127 1,306 0 31 Mar 2022
ViewFormer: NeRF-free Neural Rendering from Few Images Using Transformers Jonávs Kulhánek Erik Derner Torsten Sattler Robert Babuvska ViT 90 75 0 18 Mar 2022
PETR: Position Embedding Transformation for Multi-View 3D Object Detection Yingfei Liu Tiancai Wang Xinming Zhang Jian Sun 3DPC 134 549 0 10 Mar 2022
BEVSegFormer: Bird's Eye View Semantic Segmentation From Arbitrary Camera Rigs Lang Peng Zhirong Chen Zhang-Hua Fu Pengpeng Liang Erkang Cheng 85 134 0 08 Mar 2022
Kubric: A scalable dataset generator Klaus Greff Francois Belletti Lucas Beyer Carl Doersch Yilun Du ... Ziyu Wang Tianhao Wu K. M. Yi Fangcheng Zhong Andrea Tagliasacchi 107 268 0 07 Mar 2022
Geometric Transformer for Fast and Robust Point Cloud Registration Zheng Qin Hao Yu Changjian Wang Yulan Guo Yuxing Peng Kaiping Xu ViT 3DPC 79 307 0 14 Feb 2022
GeoNeRF: Generalizing NeRF with Geometry Priors Mohammad Mahdi Johari Y. Lepoittevin Franccois Fleuret 109 206 0 26 Nov 2021
Scene Representation Transformer: Geometry-Free Novel View Synthesis Through Set-Latent Scene Representations Mehdi S. M. Sajjadi H. Meyer Etienne Pot Urs M. Bergmann Klaus Greff ... Daniel Duckworth Alexey Dosovitskiy Jakob Uszkoreit Thomas Funkhouser Andrea Tagliasacchi ViT 114 190 0 25 Nov 2021
DETR3D: 3D Object Detection from Multi-view Images via 3D-to-2D Queries Yue Wang Vitor Campagnolo Guizilini Tianyuan Zhang Yilun Wang Hang Zhao Justin Solomon 3DPC ViT 97 727 0 13 Oct 2021
Geometric and Physical Quantities Improve E(3) Equivariant Message Passing Johannes Brandstetter Rob D. Hesselink Elise van der Pol Erik J. Bekkers Max Welling 105 244 0 06 Oct 2021
Translating Images into Maps Avishkar Saha Oscar Alejandro Mendez Maldonado Chris Russell Richard Bowden ViT 86 147 0 03 Oct 2021
Rethinking and Improving Relative Position Encoding for Vision Transformer Kan Wu Houwen Peng Minghao Chen Jianlong Fu Hongyang Chao ViT 93 338 0 29 Jul 2021
Light Field Networks: Neural Scene Representations with Single-Evaluation Rendering Vincent Sitzmann Semon Rezchikov William T. Freeman J. Tenenbaum F. Durand 3DV 174 295 0 04 Jun 2021
RoFormer: Enhanced Transformer with Rotary Position Embedding Jianlin Su Yu Lu Shengfeng Pan Ahmed Murtadha Bo Wen Yunfeng Liu 327 2,533 0 20 Apr 2021
Locally Aware Piecewise Transformation Fields for 3D Human Mesh Registration Shaofei Wang Andreas Geiger Siyu Tang 3DH 64 49 0 16 Apr 2021
Stereo Radiance Fields (SRF): Learning View Synthesis for Sparse Views of Novel Scenes Julian Chibane Aayush Bansal Verica Lazova Gerard Pons-Moll 79 246 0 14 Apr 2021
PlenOctrees for Real-time Rendering of Neural Radiance Fields Alex Yu Ruilong Li Matthew Tancik Hao Li Ren Ng Angjoo Kanazawa 93 1,077 0 25 Mar 2021
Vision Transformers for Dense Prediction René Ranftl Alexey Bochkovskiy V. Koltun ViT MDE 138 1,746 0 24 Mar 2021
Categorical Depth Distribution Network for Monocular 3D Object Detection Cody Reading Ali Harakeh Julia Chae Steven L. Waslander 3DPC 260 496 0 01 Mar 2021
IBRNet: Learning Multi-View Image-Based Rendering Qianqian Wang Zhicheng Wang Kyle Genova Pratul P. Srinivasan Howard Zhou Jonathan T. Barron Ricardo Martín Brualla Noah Snavely Thomas Funkhouser 3DV 113 795 0 25 Feb 2021
Infinite Nature: Perpetual View Generation of Natural Scenes from a Single Image Andrew Liu Richard Tucker Varun Jampani A. Makadia Noah Snavely Angjoo Kanazawa VGen 131 171 0 17 Dec 2020
pixelNeRF: Neural Radiance Fields from One or Few Images Alex Yu Vickie Ye Matthew Tancik Angjoo Kanazawa 184 1,746 0 03 Dec 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 682 41,483 0 22 Oct 2020
Deformable DETR: Deformable Transformers for End-to-End Object Detection Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 253 5,102 0 08 Oct 2020
Group Equivariant Stand-Alone Self-Attention For Vision David W. Romero Jean-Baptiste Cordonnier MDE 147 60 0 02 Oct 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 440 13,130 0 26 May 2020
Epipolar Transformers Yihui He Rui Yan Katerina Fragkiadaki Shoou-I Yu 72 168 0 10 May 2020