Accelerating 3D Deep Learning with PyTorch3D

16 July 2020

Papers citing "Accelerating 3D Deep Learning with PyTorch3D"

50 / 618 papers shown

Title
Polarimetric Inverse Rendering for Transparent Shapes Reconstruction Mingqi Shao Chongkun Xia Dongxu Duan Xueqi Wang 19 11 0 25 Aug 2022
SCONE: Surface Coverage Optimization in Unknown Environments by Volumetric Integration Antoine Guédon P. Monasse Vincent Lepetit 24 8 0 22 Aug 2022
Convergent autoencoder approximation of low bending and low distortion manifold embeddings Juliane Braunsmann Marko Rajković M. Rumpf B. Wirth DRL 26 2 0 22 Aug 2022
MonoSIM: Simulating Learning Behaviors of Heterogeneous Point Cloud Object Detectors for Monocular 3D Object Detection Hanqi Sun Zhaoxin Fan Zhenbo Song Zhicheng Wang Kejian Wu Jianfeng Lu 3DPC 35 1 0 19 Aug 2022
Category-Level Pose Retrieval with Contrastive Features Learnt with Occlusion Augmentation Georgios Kouros Shubham Shrivastava Cédric Picron Sushruth Nagesh Punarjay Chakravarty Tinne Tuytelaars 3DV 28 2 0 12 Aug 2022
Neural Mesh-Based Graphics Shubhendu Jena Franck Multon A. Boukhayma 40 11 0 10 Aug 2022
Extrinsic Camera Calibration with Semantic Segmentation Alexander Tsaregorodtsev Johannes Muller Jan Strohbeck M. Herrmann M. Buchholz Vasileios Belagiannis 31 13 0 08 Aug 2022
Single-view 3D Mesh Reconstruction for Seen and Unseen Categories Xianghui Yang Guo-Shing Lin Luping Zhou 3DV 25 16 0 04 Aug 2022
Learning Object Manipulation Skills from Video via Approximate Differentiable Physics Vladimir Petrik M. N. Qureshi Josef Sivic Makarand Tapaswi 41 9 0 03 Aug 2022
Differentiable Subdivision Surface Fitting Tianhao Xie 3DPC 11 0 0 02 Aug 2022
End-to-end View Synthesis via NeRF Attention Zelin Zhao Jiaya Jia 34 8 0 29 Jul 2022
Initialization and Alignment for Adversarial Texture Optimization Xiaoming Zhao Zhizhen Zhao Alex Schwing 17 2 0 28 Jul 2022
Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields Garvita Tiwari Dimitrije Antic J. E. Lenssen N. Sarafianos Tony Tung Gerard Pons-Moll 3DH 34 92 0 27 Jul 2022
Omni3D: A Large Benchmark and Model for 3D Object Detection in the Wild Garrick Brazil Abhinav Kumar Julian Straub Nikhila Ravi Justin Johnson Georgia Gkioxari VLM 13 101 0 21 Jul 2022
Approximate Differentiable Rendering with Algebraic Surfaces L. Keselman M. Hebert 3DGS 28 44 0 21 Jul 2022
TransGrasp: Grasp Pose Estimation of a Category of Objects by Transferring Grasps from Only One Labeled Instance Hongtao Wen Jianhang Yan Wanli Peng Yi Sun 25 15 0 16 Jul 2022
Accurate Ground-Truth Depth Image Generation via Overfit Training of Point Cloud Registration using Local Frame Sets Ji-Woo Kim Minchang Kim Y. Shin Minyoung Chung 3DPC 26 1 0 14 Jul 2022
PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images Hongwen Zhang Yating Tian Yuxiang Zhang Mengcheng Li Liang An Zhenan Sun Yebin Liu 3DH 37 138 0 13 Jul 2022
MCTS with Refinement for Proposals Selection Games in Scene Understanding Sinisa Stekovic Mahdi Rad Alireza Moradi Friedrich Fraundorfer Vincent Lepetit 3DPC 21 7 0 07 Jul 2022
NARRATE: A Normal Assisted Free-View Portrait Stylizer Youjia Wang Teng Xu Yiwen Wu Minzhang Li Wenzheng Chen Lan Xu Jingyi Yu DiffM 3DH 34 4 0 03 Jul 2022
Neural Parameterization for Dynamic Human Head Editing Li Ma Xiaoyu Li J. Liao Xuan Wang Qi Zhang Jue Wang Pedro Sander 3DH 132 19 0 01 Jul 2022
Texture Generation Using A Graph Generative Adversarial Network And Differentiable Rendering K. Dharma Clayton T. Morrison Bradley L. Walls GAN 19 3 0 17 Jun 2022
FWD: Real-time Novel View Synthesis with Forward Warping and Depth Ang Cao C. Rockwell Justin Johnson 39 50 0 16 Jun 2022
Realistic One-shot Mesh-based Head Avatars Taras Khakhulin V. Sklyarova Victor Lempitsky Egor Zakharov 3DH 40 97 0 16 Jun 2022
Towards Differentiable Rendering for Sidescan Sonar Imagery Yiping Xie Nils Bore John Folkesson 18 3 0 15 Jun 2022
Learning 3D Object Shape and Layout without 3D Supervision Georgia Gkioxari Nikhila Ravi Justin Johnson SSL 29 20 0 14 Jun 2022
CLIP-Actor: Text-Driven Recommendation and Stylization for Animating Human Meshes Youwang Kim Ji-Yeon Kim Tae-Hyun Oh 3DH CLIP 36 48 0 09 Jun 2022
CorticalFlow: A Diffeomorphic Mesh Deformation Module for Cortical Surface Reconstruction Leo Lebrat Rodrigo Santa Cruz Frédéric de Gournay Darren Fu Pierrick Bourgeat Jurgen Fripp Clinton Fookes Olivier Salvado 3DH 35 5 0 06 Jun 2022
FOF: Learning Fourier Occupancy Field for Monocular Real-time Human Reconstruction Qiaojun Feng Yebin Liu Yu-Kun Lai Jingyu Yang Kun Li 3DH 30 36 0 05 Jun 2022
Nerfels: Renderable Neural Codes for Improved Camera Pose Estimation Gil Avraham Julian Straub Tianwei Shen Tsun-Yi Yang Hugo Germain Chris Sweeney Vasileios Balntas David Novotny Daniel DeTone Richard Newcombe 14 10 0 04 Jun 2022
Unveiling The Mask of Position-Information Pattern Through the Mist of Image Features C. Lin Hsin-Ying Lee Hung-Yu Tseng M. Singh Ming-Hsuan Yang 32 3 0 02 Jun 2022
Mask2Hand: Learning to Predict the 3D Hand Pose and Shape from Shadow Liyan Chang Yu-Cheng Liao Chia-Hui Lin Hwann-Tzong Chen CVBM 3DH 18 0 0 31 May 2022
VoGE: A Differentiable Volume Renderer using Gaussian Ellipsoids for Analysis-by-Synthesis Angtian Wang Peng Wang Jian Sun Adam Kortylewski Alan Yuille 47 23 0 30 May 2022
Multiview Textured Mesh Recovery by Differentiable Rendering Lixiang Lin Jianke Zhu Yisu Zhang 3DH 3DV 28 16 0 25 May 2022
Transferable Physical Attack against Object Detection with Separable Attention Yu Zhang Z. Gong Yichuang Zhang Yongqiang Li Kangcheng Bin Jiahao Qi Wei Xue Ping Zhong AAML 37 6 0 19 May 2022
BodyMap: Learning Full-Body Dense Correspondence Map A. Ianina N. Sarafianos Yuanlu Xu Ignacio Rocco Tony Tung 3DH 30 14 0 18 May 2022
3D Moments from Near-Duplicate Photos Qianqian Wang Zhengqi Li D. Salesin Noah Snavely Brian L. Curless Janne Kontkanen 3DH DiffM VGen 48 19 0 12 May 2022
View Synthesis with Sculpted Neural Points Yiming Zuo Jia Deng 3DPC 32 18 0 12 May 2022
Physics-Based Inverse Rendering using Combined Implicit and Explicit Geometries Guangyan Cai Kai Yan Zhao Dong Ioannis Gkioulekas Shuang Zhao AI4CE 27 21 0 02 May 2022
A Simple Method to Boost Human Pose Estimation Accuracy by Correcting the Joint Regressor for the Human3.6m Dataset Eric Hedlin Helge Rhodin K. M. Yi 3DH 33 5 0 29 Apr 2022
GenDR: A Generalized Differentiable Renderer Felix Petersen Bastian Goldluecke Christian Borgelt Oliver Deussen 19 16 0 29 Apr 2022
Coupled Iterative Refinement for 6D Multi-Object Pose Estimation Lahav Lipson Zachary Teed Ankit Goyal Jia Deng 3DPC 29 60 0 26 Apr 2022
Enable Deep Learning on Mobile Devices: Methods, Systems, and Applications Han Cai Ji Lin Chengyue Wu Zhijian Liu Haotian Tang Hanrui Wang Ligeng Zhu Song Han 27 108 0 25 Apr 2022
EMOCA: Emotion Driven Monocular Face Capture and Animation Radek Daněček Michael J. Black Timo Bolkart CVBM 3DH 36 202 0 24 Apr 2022
TerrainMesh: Metric-Semantic Terrain Reconstruction from Aerial Images Using Joint 2D-3D Learning Qiaojun Feng Nikolay Atanasov 3DV 20 0 0 23 Apr 2022
Leveraging Deepfakes to Close the Domain Gap between Real and Synthetic Images in Facial Capture Pipelines Winnie Lin Yilin Zhu Demi Guo Ronald Fedkiw 18 3 0 22 Apr 2022
Learning Dynamic View Synthesis With Few RGBD Cameras Shengze Wang Y. Kwon Yuan-Chung Shen Qiaosheng Zhang A. State Jia-Bin Huang Henry Fuchs 32 2 0 22 Apr 2022
Share With Thy Neighbors: Single-View Reconstruction by Cross-Instance Consistency Tom Monnier Matthew Fisher Alexei A. Efros Mathieu Aubry 28 31 0 21 Apr 2022
Pixel2Mesh++: 3D Mesh Generation and Refinement from Multi-View Images Chao Wen Yinda Zhang Chenjie Cao Zhuwen Li Xiangyang Xue Yanwei Fu 3DV 36 16 0 21 Apr 2022
Dynamic Point Cloud Denoising via Gradient Fields Q. Hu Wei Hu 3DPC DiffM 8 2 0 19 Apr 2022