v1v2 (latest)

PF-LRM: Pose-Free Large Reconstruction Model for Joint Pose and Shape Prediction

International Conference on Learning Representations (ICLR), 2023

20 November 2023

Peng Wang

Fujun Luan

Wenping Wang

Kai Zhang

ArXiv (abs)PDF HTML HuggingFace (20 upvotes)

Papers citing "PF-LRM: Pose-Free Large Reconstruction Model for Joint Pose and Shape Prediction"

50 / 63 papers shown

Title
Single Image to High-Quality 3D Object via Latent Features Huanning Dong Yinuo Huang Fan Li Ping Kuang 3DV 236 0 0 24 Nov 2025
PFAvatar: Pose-Fusion 3D Personalized Avatar Reconstruction from Real-World Outfit-of-the-Day Photos Dianbing Xi G. An Jingsen Zhu Zhijian Liu Yuan Liu Ruiyuan Zhang Jiayuan Lu Yuchi Huo Rui Wang 66 0 0 17 Nov 2025
ReconViaGen: Towards Accurate Multi-view 3D Object Reconstruction via Generation Jiahao Chang Chongjie Ye Yushuang Wu Yuantao Chen Yidan Zhang Zhongjin Luo Chenghong Li Yihao Zhi Xiaoguang Han 80 0 0 27 Oct 2025
WorldGrow: Generating Infinite 3D World Sikuang Li Chen-Ning Yang Jiemin Fang Taoran Yi Jia Lu Jiazhong Cen Lingxi Xie Wei Shen Qi Tian VGen 103 2 0 24 Oct 2025
WorldMirror: Universal 3D World Reconstruction with Any-Prior Prompting Yifan Liu Zhiyuan Min Zhenwei Wang Junta Wu Tengfei Wang Yixuan Yuan Yawei Luo Chunchao Guo 3DGS 109 3 0 12 Oct 2025
FSFSplatter: Build Surface and Novel Views with Sparse-Views within 2min Yibin Zhao Yihan Pan Jun Nan Liwei Chen Jianjun Yi 3DGS 121 0 0 03 Oct 2025
LVT: Large-Scale Scene Reconstruction via Local View Transformers Tooba Imtiaz Lucy Chai Kathryn Heal Xuan Luo Jungyeon Park Jennifer Dy John Flynn ViT 104 2 0 29 Sep 2025
SPFSplatV2: Efficient Self-Supervised Pose-Free 3D Gaussian Splatting from Sparse Views Ranran Huang Krystian Mikolajczyk 3DGS 54 0 0 21 Sep 2025
MapAnything: Universal Feed-Forward Metric 3D Reconstruction Nikhil Varma Keetha Norman Muller Johannes Schönberger Lorenzo Porzi Yuchen Zhang ... Samuel Rota Buló Christian Richardt Deva Ramanan Sebastian A. Scherer Peter Kontschieder 172 30 0 16 Sep 2025
Stable Part Diffusion 4D: Multi-View RGB and Kinematic Parts Video Generation Hao Zhang Chun-Han Yao Simon Donné Narendra Ahuja Varun Jampani VGen 376 2 0 12 Sep 2025
Follow My Hold: Hand-Object Interaction Reconstruction through Geometric Guidance Ayce Idil Aytekin Helge Rhodin Rishabh Dabral Christian Theobalt DiffM 69 2 0 25 Aug 2025
MagicHOI: Leveraging 3D Priors for Accurate Hand-object Reconstruction from Short Monocular Video Clips Shibo Wang Haonan He Maria Parelli Christoph Gebhardt Zicong Fan Jie Song 3DH 96 3 0 07 Aug 2025
DualMat: PBR Material Estimation via Coherent Dual-Path Diffusion Yifeng Huang Zhang Chen Yi Tian Xu Minh Hoai Zhong Li DiffM 71 0 0 07 Aug 2025
No Pose at All: Self-Supervised Pose-Free 3D Gaussian Splatting from Sparse Views Ranran Huang Krystian Mikolajczyk 3DGS 82 5 0 02 Aug 2025
UFV-Splatter: Pose-Free Feed-Forward 3D Gaussian Splatting Adapted to Unfavorable Views Yuki Fujimura Takahiro Kushida Kazuya Kitano Takuya Funatomi Y. Mukaigawa 3DGS 142 0 0 30 Jul 2025
Ultra3D: Efficient and High-Fidelity 3D Generation with Part Attention Yiwen Chen Zhihao Li Yikai Wang Hu Zhang Cunliang Kong Chi Zhang Guosheng Lin DiffM 323 7 0 23 Jul 2025
Advances in Feed-Forward 3D Reconstruction and View Synthesis: A Survey Jiahui Zhang Yuelei Li Anpei Chen Muyu Xu Kunhao Liu ... Andrea Vedaldi Hanspeter Pfister Paul Liang Shijian Lu Fangneng Zhan 444 7 0 19 Jul 2025
Towards Depth Foundation Model: Recent Trends in Vision-Based Depth Estimation Zhen Xu Hongyu Zhou Sida Peng Haotong Lin Haoyu Guo ... Yue Wang Ruizhen Hu Yiyi Liao Xiaowei Zhou Hujun Bao VLM 106 0 0 15 Jul 2025
MoReMouse: Monocular Reconstruction of Laboratory Mouse Y. Zhong Jingxiang Sun Zhongbin Zhang Liang An Yebin Liu 3DH 3DV 111 1 0 06 Jul 2025
DGS-LRM: Real-Time Deformable 3D Gaussian Reconstruction From Monocular Videos C. Lin Zhaoyang Lv Songyin Wu Zhen Xu Thu Nguyen-Phuoc ... Ming-Hsuan Yang Yuheng Ren Richard Newcombe Zhao Dong Zhengqin Li 3DGS 233 2 0 11 Jun 2025
HumanRAM: Feed-forward Human Reconstruction and Animation Model using Transformers Zhiyuan Yu Zhe Li Hujun Bao Can Yang Xiaowei Zhou 3DH 168 2 0 03 Jun 2025
ShapeLLM-Omni: A Native Multimodal LLM for 3D Generation and Understanding Junliang Ye Zhengyi Wang Ruowen Zhao Shenghao Xie Jun Zhu 201 9 0 02 Jun 2025
MMIG-Bench: Towards Comprehensive and Explainable Evaluation of Multi-Modal Image Generation Models Hang Hua Ziyun Zeng Yizhi Song Yunlong Tang Liu He Daniel G. Aliaga Wei Xiong Jiebo Luo EGVM 317 2 0 26 May 2025
Is Single-View Mesh Reconstruction Ready for Robotics? Frederik Nolte Andreas Geiger Bernhard Schölkopf Ingmar Posner 384 2 0 23 May 2025
RayZer: A Self-supervised Large View Synthesis Model Hanwen Jiang Hao Tan Peng Wang Haian Jin Yue Zhao ... Kai Zhang Fujun Luan Kalyan Sunkavalli Qixing Huang Georgios Pavlakos 362 14 0 01 May 2025
LIRM: Large Inverse Rendering Model for Progressive Reconstruction of Shape, Materials and View-dependent Radiance FieldsComputer Vision and Pattern Recognition (CVPR), 2025 Zhengqin Li Dilin Wang Ka Chen Zhaoyang Lv Thu Nguyen-Phuoc ... Yufeng Zhu Carl S. Marshall Yufeng Ren Richard Newcombe Zhao Dong 3DV 298 2 0 28 Apr 2025
SV4D 2.0: Enhancing Spatio-Temporal Consistency in Multi-View Video Diffusion for High-Quality 4D Generation Chun-Han Yao Yiming Xie Vikram S. Voleti Huaizu Jiang Varun Jampani 3DGS VGen 418 20 0 20 Mar 2025
Generative Human Geometry Distribution Xiangjun Tang Biao Zhang Peter Wonka 3DH 421 1 0 03 Mar 2025
GenVDM: Generating Vector Displacement Maps From a Single ImageComputer Vision and Pattern Recognition (CVPR), 2025 Yuezhi Yang Qimin Chen Vladimir G. Kim S. Chaudhuri Qixing Huang Zheyu Chen 3DGS VGen 214 2 0 01 Mar 2025
Avat3r: Large Animatable Gaussian Reconstruction Model for High-fidelity 3D Head Avatars Tobias Kirschstein Javier Romero Artem Sevastopolsky Matthias Nießner Forrest Iandola 3DGS 386 11 0 27 Feb 2025
3D-Adapter: Geometry-Consistent Multi-View Diffusion for High-Quality 3D Generation Hansheng Chen Bokui Shen Yulin Liu Ruoxi Shi Linqi Zhou Connor Z. Lin Jiayuan Gu H. Su Gordon Wetzstein Leonidas Guibas 356 9 0 21 Feb 2025
FLARE: Feed-forward Geometry, Appearance and Camera Estimation from Uncalibrated Sparse ViewsComputer Vision and Pattern Recognition (CVPR), 2025 Shangzhan Zhang Jianyuan Wang Yinghao Xu Nan Xue Christian Rupprecht Xiaowei Zhou Yujun Shen Gordon Wetzstein 502 83 0 17 Feb 2025
Matrix3D: Large Photogrammetry Model All-in-OneComputer Vision and Pattern Recognition (CVPR), 2025 Yuanxun Lu Jingyang Zhang Tian Fang Jean-Daniel Nahmias Yanghai Tsin Long Quan Xun Cao Yao Yao Shiwei Li 538 16 0 11 Feb 2025
Dora: Sampling and Benchmarking for 3D Shape Variational Auto-EncodersComputer Vision and Pattern Recognition (CVPR), 2024 Rui Chen Jianfeng Zhang Yixun Liang Guan Luo Weiyu Li Jiarui Liu Xiu Li Xiaoxiao Long Jiashi Feng P. Tan 448 36 0 23 Dec 2024
MegaSynth: Scaling Up 3D Scene Reconstruction with Synthesized DataComputer Vision and Pattern Recognition (CVPR), 2024 Hanwen Jiang Zexiang Xu Desai Xie Zheyu Chen Haian Jin ... Xin Sun Jiuxiang Gu Qixing Huang Georgios Pavlakos Hao Tan 872 8 0 18 Dec 2024
3D Mesh Editing using Masked LRMs Will Gao Dilin Wang Yuchen Fan Aljaz Bozic Tuur Stuyck Zhengqin Li Zhao Dong Rakesh Ranjan N. Sarafianos 337 6 0 11 Dec 2024
You See it, You Got it: Learning 3D Creation on Pose-Free Videos at ScaleComputer Vision and Pattern Recognition (CVPR), 2024 Baorui Ma Huachen Gao Haoge Deng Zhengxiong Luo Tiejun Huang Lulu Tang Xinlong Wang DiffM VGen 545 42 0 09 Dec 2024
MultiGO: Towards Multi-level Geometry Learning for Monocular 3D Textured Human ReconstructionComputer Vision and Pattern Recognition (CVPR), 2024 Gangjian Zhang Nanjie Yao Shunsi Zhang HanFeng Zhao Guoliang Pang Jian Shu Hao Wang 3DH 187 6 0 04 Dec 2024
SelfSplat: Pose-Free and 3D Prior-Free Generalizable 3D Gaussian SplattingComputer Vision and Pattern Recognition (CVPR), 2024 Gyeongjin Kang Jisang Yoo Jihyeon Park Seungtae Nam Hyeonsoo Im Sangheon Shin Sangpil Kim Eunbyung Park 3DGS 743 21 0 26 Nov 2024
TEXGen: a Generative Diffusion Model for Mesh TexturesACM Transactions on Graphics (TOG), 2024 Xin Yu Ze Yuan Xu Tan Ying-Tian Liu Jing Liu Yangguang Li Yan-Pei Cao Ding Liang Xiaojuan Qi 222 38 0 22 Nov 2024
Extreme Rotation Estimation in the WildComputer Vision and Pattern Recognition (CVPR), 2024 Hana Bezalel Dotan Ankri Ruojin Cai Hadar Averbuch-Elor 387 5 0 11 Nov 2024
MvDrag3D: Drag-based Creative 3D Editing via Multi-view Generation-Reconstruction Priors Honghua Chen Yushi Lan Yongwei Chen Yifan Zhou Xingang Pan DiffM 3DGS 155 10 0 21 Oct 2024
TIPS: Text-Image Pretraining with Spatial awarenessInternational Conference on Learning Representations (ICLR), 2024 Kevis-Kokitsi Maninis Kaifeng Chen Soham Ghosh Arjun Karpur Koert Chen ... Jan Dlabal Dan Gnanapragasam Mojtaba Seyedhosseini Howard Zhou Andre Araujo VLM 336 14 0 21 Oct 2024
Long-LRM: Long-sequence Large Reconstruction Model for Wide-coverage Gaussian Splats Chen Ziwen Hao Tan Kai Zhang Sai Bi Fujun Luan Yicong Hong Li Fuxin Zexiang Xu 3DGS 3DV 382 52 0 16 Oct 2024
AvatarGO: Zero-shot 4D Human-Object Interaction Generation and Animation Yukang Cao Liang Pan Kai Han Kwan-Yee K. Wong Ziwei Liu VGen 300 17 0 09 Oct 2024
Flex3D: Feed-Forward 3D Generation with Flexible Reconstruction Model and Input View Curation Junlin Han Jianyuan Wang Andrea Vedaldi Juil Sock Filippos Kokkinos 361 7 0 01 Oct 2024
3DTopia-XL: Scaling High-quality 3D Asset Generation via Primitive DiffusionComputer Vision and Pattern Recognition (CVPR), 2024 Zhaoxi Chen Jiaxiang Tang Yuhao Dong Ziang Cao Fangzhou Hong ... Tong Wu Shunsuke Saito Liang Pan Dahua Lin Ziwei Liu 208 56 0 19 Sep 2024
TrackNeRF: Bundle Adjusting NeRF from Sparse and Noisy Views via Feature TracksEuropean Conference on Computer Vision (ECCV), 2024 Jinjie Mai Wenxuan Zhu Sara Rojas Jesus Zarzar Abdullah Hamdi Guocheng Qian Bing Li Silvio Giancola Bernard Ghanem 3DGS 298 13 0 20 Aug 2024
SpaRP: Fast 3D Object Reconstruction and Pose Estimation from Sparse ViewsEuropean Conference on Computer Vision (ECCV), 2024 Chao Xu Ang Li Linghao Chen Yulin Liu Ruoxi Shi Hao Su Minghua Liu 3DGS 179 38 0 19 Aug 2024
SF3D: Stable Fast 3D Mesh Reconstruction with UV-unwrapping and Illumination DisentanglementComputer Vision and Pattern Recognition (CVPR), 2024 Mark Boss Zixuan Huang Aaryaman Vasishta Varun Jampani 3DGS 230 57 0 01 Aug 2024