Michael Strecke, Jörg Stückler

Keywords Abstract Paper

3d dynamic scene reconstruction, shape completion, simultaneous localization and mapping in dynamic environments, physical scene reconstruction

Kunal Gupta, Manmohan Chandraker

Keywords Abstract Paper

Giovanni Trappolini, Luca Cosmo, Luca Moschella and

Riccardo Marin, Simone Melzi, Emanuele Rodolà

Keywords Abstract Paper

deep learning, reinforcement learning and planning, transformers

Caigui Jiang, Cheng Wang, Florian Rist and

Johannes Wallner, Helmut Pottmann

Keywords Abstract Paper

computer-aided design, shape optimization, computational fabrication, discrete differential geometry, developable spline surface, discrete isometry, developable surface

Han Shao, Tassilo Kugelstadt, Torsten Hädrich and

Wojtek Palubicki, Jan Bender, Soeren Pirk, Dominik L Michels

Keywords Abstract Paper

graph learning, representation learning

Tianchang Shen, Jun Gao, Kangxue Yin and

Ming-Yu Liu, Sanja Fidler

Keywords Abstract Paper

deep learning, optimization, generative model

Davi Colli Tozoni, Jérémie Dumas, Zhongshi Jiang and

Julian Panetta, Daniele Panozzo, Denis Zorin

Keywords Abstract Paper

shape optimization, deformable objects, homogenization, additive fabrication, microstructures

Yiqun Lin, Zizheng Yan, Haibin Huang and

Dong Du, Ligang Liu, Shuguang Cui, Xiaoguang Han

Keywords Abstract Paper

scene understanding, point cloud analysis, 3d deep learning, 3d semantic segmentation

Przemysław Spurek, Sebastian Winczowski, Jacek Tabor and

Maciej Zamorski, Maciej Zieba, Tomasz Trzcinski

Keywords Abstract Paper

Deep Learning - Generative Models and Autoencoders

Yue Jiang, Dantong Ji, Zhizhong Han, Matthias Zwicker

Keywords Abstract Paper

differentiable rendering, signed distance field, image-based 3d reconstruction, 3d shape optimization, deep learning, inverse graphics

Silvia Sellán, Noam Aigerman, Alec Jacobson

Keywords Abstract Paper

heightfield, developable surface, geometry processing, compressed sensing, rank minimization

Dmitriy Smirnov, Mikhail Bessmeltsev, Justin Solomon

Keywords Abstract Paper

computer vision, deep learning, computer graphics, sketch-based modeling, CAD modeling, 3D shape representations

Charlie Nash, Yaroslav Ganin, S. M. Ali Eslami, Peter Battaglia

Keywords Abstract Paper

Deep Learning - Generative Models and Autoencoders

Edoardo Remelli, Artem Lukoianov, Stephan Richter and

Benoit Guillard, Timur Bagautdinov, Pierre Baque, Pascal Fua

Keywords Abstract Paper

Rui Xiang, Rongjie Lai, Hongkai Zhao

Keywords Abstract Paper

shape matching, non-rigid transformation, point cloud matching, quadratic assignment, sparsity control, laplace-beltrami operator, local distortion

Tiziano Portenier, Siavash Arjomand Bigdeli, Orcun Goksel

Keywords Abstract Paper

Florian Bernard, Zeeshan Khan Suri, Christian Theobalt

Keywords Abstract Paper

shape matching, mixed-integer programming, optimization, shape analysis, low-dimensional model, non-rigid shape alignment, non-rigid registration

Wang Zeng, Wanli Ouyang, Ping Luo and

Wentao Liu, Xiaogang Wang

Keywords Abstract Paper

human, 3d, mesh, estimation, monocular image, pose, dense correspondence, model-free, uv map, feature transfer

Lixin Yang, Jiasen Li, Wenqiang Xu and

Yiqun Diao, Cewu Lu

Keywords Abstract Paper

hand pose estimation, 3d hand, hand reconstruction, hand mesh

Yuanxin Zhong, Minghan Zhu, Huei Peng

Keywords Abstract Paper

3D object detection, point cloud segmentation, implicit representation, implicit network

Mark Boss, Varun Jampani, Kihwan Kim and

Hendrik P.A. Lensch, Jan Kautz

Keywords Abstract Paper

brdf, appearance, shape, depth, sparse, cascaded, deep learning, lightweight, mobile, illumination

Akhil Gupta, Lavanya Marla, Ruoyu Sun and

Naman Shukla, Arinbjörn Kolbeinsson

Keywords Abstract Paper

Konstantinos Rematas, Ricardo Martin-Brualla, Vittorio Ferrari

Keywords Abstract Paper

Applications, Computer Vision

Nenglun Chen, Lingjie Liu, Zhiming Cui and

Runnan Chen, Duygu Ceylan, Changhe Tu, Wenping Wang

Keywords Abstract Paper

3d point cloud learning, structure point, unsupervised learning

Marco Fumero, Luca Cosmo, Simone Melzi, Emanuele Rodola

Keywords Abstract Paper

Applications, Matrix and Tensor Factorization, Optimization; Optimization, Non-Convex Optimization, Deep Learning, Embedding and Representation learning

Jan Bednařík, Shaifali Parashar, Erhan Gündoğdu and

Mathieu Salzmann, Pascal Fua

Keywords Abstract Paper

differentiable geometry, surface reconstruction, surface representation, scaled isometry, surface normals, surface curvature, point cloud autoencoding, single view reconstruction, shape completion, metric tensor

Riccardo Spezialetti, Federico Stella, Marlon Marcon and

Luciano Silva, Samuele Salti, Luigi Di Stefano

Keywords Abstract Paper

Hanz Cuevas, Antonio-Javier Gallego, Robert B Fisher

Keywords Abstract Paper

point cloud, point cloud segmentation, 3D, point cloud classification, shape classification, deep 3D segmentation, deep learning, scene understanding, 3D scene understanding, light network, local agregation, gnn

Carolin Schmitt, Simon Donné, Gernot Riegler and

Vladlen Koltun, Andreas Geiger

Keywords Abstract Paper

3d reconstruction, mobile lightstage, mulitview photometric stereo, svbrdf estimation, shape from shading, material segmentation, handheld 3d sensor, non-lambertian surfaces

Shaoshuai Shi, Chaoxu Guo, Li Jiang and

Zhe Wang, Jianping Shi, Xiaogang Wang, Hongsheng Li

Keywords Abstract Paper

3d object detection, point cloud, 3d scene understanding, lidar, autonomous driving, kitti dataset, waymo open dataset

Javier Dehesa, Andrew Vidler, Julian Padget, Christof Lutteroth

Keywords Abstract Paper

Deep Learning, Architectures

Chengying Gao, Qi Liu, Qi Xu and

Limin Wang, Jianzhuang Liu, Changqing Zou

Keywords Abstract Paper

image generation, freehand scene sketches, composite scene-level dataset, sequential stages, cross-domain latent space, sketchycoco, edgegan

Alex Beatson, Jordan Ash, Geoffrey Roeder and

Tianju Xue, Ryan Adams

Keywords Abstract Paper

Matheus Gadelha, Giorgio Gori, Duygu Ceylan and

Radomír Měch, Nathan Carr, Tamy Boubekeur, Rui Wang, Subhransu Maji

Keywords Abstract Paper

3d shapes, shape generation, generative models, shape handles, editing, shape parsing

Yang Yang, Wen-Xiang Zhang, Yuan Liu and

Ligang Liu, Xiao-Ming Fu

Keywords Abstract Paper

compatible remeshing, bounded Hausdorff distances, bounded approximation errors, low mesh complexity

Nicolas Donati, Abhishek Sharma, Maks Ovsjanikov

Keywords Abstract Paper

shape matching, 3d deep learning, functional maps, point clouds, computational geometry, 3d correspondence, 3d feature extraction

Ruben Wiersma, Elmar Eisemann, Klaus Hildebrandt

Keywords Abstract Paper

shape classification, shape segmentation, shape correspondence, surface networks, CNNs on surfaces, circular Harmonic Filters, geometric deep learning, rotation-equivariance

Matan Atzmon, Yaron Lipman

Keywords Abstract Paper

sign agnostic learning, 3D shapes learning, implicit neural representations

Rosa M. Sánchez-Banderas, Alejandro Rodrı́guez, Héctor Barreiro, Miguel A. Otaduy

Keywords Abstract Paper

yarns, rods, cloth

Hsueh-Ti Derek Liu, Vladimir G. Kim, Siddhartha Chaudhuri and

Noam Aigerman, Alec Jacobson

Keywords Abstract Paper

subdivision surfaces, shape modeling, geometry processing, machine learning