← Authors

Matthias Zwicker

28 papers · 2017–2025 · 9 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (8) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (6) 🌈 Renaissance Researcher (5) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (42) 🌍 Conference Polyglot (9) πŸ† Grand Slam 🧬 Topic Evolution 🀝 Dynamic Duo (14) πŸ”¬ Deep Specialist (17) πŸ—ƒοΈ Keyword Collector (117) ⚑ Prolific Year (6) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ’Ž Century Club (28) πŸ”₯ Unstoppable (7)

Conferences

CVPR (6) ICCV (5) AAAI (4) ECCV (4) ICML (2) IJCAI (2) NIPS (2) WACV (2) ICLR (1)

Top co-authors

Zhizhong Han (14) Yu-Shen Liu (11) Xiyang Wang (3) Tao Hu (3) Geng Lin (3) Shuhong Chen (3) Tiziano Portenier (3) Paolo Favaro (3) Attila SzabΓ³ (2) Vasu Singla (2)

Keywords

point cloud (5) 3d reconstruction (4) multi-view learning (4) signed distance function (3) 3d shape analysis (3) differentiable rendering (3) attention mechanism (3) model compression (2) feature learning (2) rendering speed (2) unsupervised learning (2) 3d point cloud (2) recurrent neural network (2) single-view reconstruction (2) surface reconstruction (2) 3d gaussian splatting (2) 3d shape (2) self-supervised learning (1) point cloud generation (1) bayesian inference (1)

Papers

How Learnable Grids Recover Fine Detail in Low Dimensions: A Neural Tangent Kernel Analysis of Multigrid Parametric Encodings ICLR 2025
SketchSplat: 3D Edge Reconstruction via Differentiable Multi-view Sketch Splatting ICCV 2025
PUP 3D-GS: Principled Uncertainty Pruning for 3D Gaussian Splatting CVPR 2025
Speedy-Splat: Fast 3D Gaussian Splatting with Sparse Pixels and Sparse Primitives CVPR 2025
PAniC-3D: Stylized Single-View 3D Reconstruction From Portraits of Anime Characters CVPR 2023
OmnimatteRF: Robust Omnimatte with 3D Background Modeling ICCV 2023
Transfer Learning for Pose Estimation of Illustrated Characters WACV 2022
Improving the Perceptual Quality of 2D Animation Interpolation ECCV 2022
Surface Reconstruction From Point Clouds by Learning Predictive Context Priors CVPR 2022
EgoRenderer: Rendering Human Avatars From Egocentric Camera Images ICCV 2021
PatchGame: Learning to Signal Mid-level Patches in Referential Games NIPS 2021
Neural-Pull: Learning Signed Distance Function from Point clouds by Learning to Pull Space onto Surface ICML 2021
Learning to Generate Dense Point Clouds With Textures on Multiple Categories WACV 2021
Unsupervised Learning of Fine Structure Generation for 3D Point Clouds by 2D Projections Matching ICCV 2021
SeqXY2SeqZ: Structure Learning for 3D Shapes by Sequentially Predicting 1D Occupancy Segments From 2D Coordinates ECCV 2020
3D Shape Completion with Multi-View Consistent Inference AAAI 2020
SDFDiff: Differentiable Rendering of Signed Distance Fields for 3D Shape Optimization CVPR 2020
DRWR: A Differentiable Renderer without Rendering for Unsupervised 3D Structure Learning from Silhouette Images ICML 2020
Multi-Angle Point Cloud-VAE: Unsupervised Feature Learning for 3D Point Clouds From Multiple Angles by Joint Self-Reconstruction and Half-to-Half Prediction ICCV 2019
Point2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-Based Sequence to Sequence Network AAAI 2019
3DViewGraph: Learning Global Features for 3D Shapes from A Graph of Unordered Views with Attention IJCAI 2019
Parts4Feature: Learning 3D Global Features from Generally Semantic Parts in Multiple Views IJCAI 2019
View Inter-Prediction GAN: Unsupervised Representation Learning for 3D Shapes by Learning Global Shape Memories to Support Local View Predictions AAAI 2019
Y2Seq2Seq: Cross-Modal Representation Learning for 3D Shape and Text by Joint Reconstruction and Prediction of View and Word Sequences AAAI 2019
Understanding Degeneracies and Ambiguities in Attribute Transfer ECCV 2018
Specular-to-Diffuse Translation for Multi-View Reconstruction ECCV 2018
Disentangling Factors of Variation by Mixing Them CVPR 2018
Deep Mean-Shift Priors for Image Restoration NIPS 2017