Andrea Tagliasacchi

Orcid: 0000-0002-2209-7187

According to our database1, Andrea Tagliasacchi authored at least 112 papers between 2008 and 2024.

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Bibliography

2024
SMITE: Segment Me In TimE.
CoRR, 2024

Lagrangian Hashing for Compressed Neural Field Representations.
CoRR, 2024

VD3D: Taming Large Video Diffusion Transformers for 3D Camera Control.
CoRR, 2024

Controlling Space and Time with Diffusion Models.
CoRR, 2024

SpotlessSplats: Ignoring Distractors in 3D Gaussian Splatting.
CoRR, 2024

Does Gaussian Splatting need SFM Initialization?
CoRR, 2024

3D Gaussian Splatting as Markov Chain Monte Carlo.
CoRR, 2024

PointNeRF++: A Multi-scale, Point-Based Neural Radiance Field.
Proceedings of the Computer Vision - ECCV 2024, 2024

Volumetric Rendering with Baked Quadrature Fields.
Proceedings of the Computer Vision - ECCV 2024, 2024

Lagrangian Hashing for Compressed Neural Field Representations.
Proceedings of the Computer Vision - ECCV 2024, 2024

TC4D: Trajectory-Conditioned Text-to-4D Generation.
Proceedings of the Computer Vision - ECCV 2024, 2024

BANF: Band-Limited Neural Fields for Levels of Detail Reconstruction.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Neural Fields as Distributions: Signal Processing Beyond Euclidean Space.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Accelerating Neural Field Training via Soft Mining.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Unsupervised Keypoints from Pretrained Diffusion Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Bayes' Rays: Uncertainty Quantification for Neural Radiance Fields.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

PixelSplat: 3D Gaussian Splats from Image Pairs for Scalable Generalizable 3D Reconstruction.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

4D-fy: Text-to-4D Generation Using Hybrid Score Distillation Sampling.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Learning Mesh Representations via Binary Space Partitioning Tree Networks.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Attention Beats Concatenation for Conditioning Neural Fields.
Trans. Mach. Learn. Res., 2023

pixelSplat: 3D Gaussian Splats from Image Pairs for Scalable Generalizable 3D Reconstruction.
CoRR, 2023

Densify Your Labels: Unsupervised Clustering with Bipartite Matching for Weakly Supervised Point Cloud Segmentation.
CoRR, 2023

NeuralBF: Neural Bilateral Filtering for Top-down Instance Segmentation on Point Clouds.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Neural Fields with Hard Constraints of Arbitrary Differential Order.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Unsupervised Semantic Correspondence Using Stable Diffusion.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

nerf2nerf: Pairwise Registration of Neural Radiance Fields.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Novel View Synthesis with Diffusion Models.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

CC3D: Layout-Conditioned Generation of Compositional 3D Scenes.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

CUF: Continuous Upsampling Filters.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

NeuMap: Neural Coordinate Mapping by Auto-Transdecoder for Camera Localization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

SparsePose: Sparse-View Camera Pose Regression and Refinement.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

RobustNeRF: Ignoring Distractors with Robust Losses.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

OpenScene: 3D Scene Understanding with Open Vocabularies.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

BlendFields: Few-Shot Example-Driven Facial Modeling.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Neural dual contouring.
ACM Trans. Graph., 2022

NeSF: Neural Semantic Fields for Generalizable Semantic Segmentation of 3D Scenes.
Trans. Mach. Learn. Res., 2022

Volume Rendering Digest (for NeRF).
CoRR, 2022

D<sup>2</sup>NeRF: Self-Supervised Decoupling of Dynamic and Static Objects from a Monocular Video.
CoRR, 2022

D^2NeRF: Self-Supervised Decoupling of Dynamic and Static Objects from a Monocular Video.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Neural Descriptor Fields: SE(3)-Equivariant Object Representations for Manipulation.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

MetaPose: Fast 3D Pose from Multiple Views without 3D Supervision.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Scene Representation Transformer: Geometry-Free Novel View Synthesis Through Set-Latent Scene Representations.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Urban Radiance Fields.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

LOLNeRF: Learn from One Look.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Panoptic Neural Fields: A Semantic Object-Aware Neural Scene Representation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

CoNeRF: Controllable Neural Radiance Fields.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022


2021
VaxNeRF: Revisiting the Classic for Voxel-Accelerated Neural Radiance Field.
CoRR, 2021

Deep Medial Fields.
CoRR, 2021

Canonical Capsules: Self-Supervised Capsules in Canonical Pose.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Unsupervised Part Representation by Flow Capsules.
Proceedings of the 38th International Conference on Machine Learning, 2021

COTR: Correspondence Transformer for Matching Across Images.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Vector Neurons: A General Framework for SO(3)-Equivariant Networks.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

DeRF: Decomposed Radiance Fields.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

MIST: Multiple Instance Spatial Transformer.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Human 3D keypoints via spatial uncertainty modeling.
CoRR, 2020

Canonical Capsules: Unsupervised Capsules in Canonical Pose.
CoRR, 2020

Voronoi Convolutional Neural Networks.
CoRR, 2020

ShapeFlow: Learnable Deformations Among 3D Shapes.
CoRR, 2020

NiLBS: Neural Inverse Linear Blend Skinning.
CoRR, 2020

Foreword to the Special Section on Graphics Interface.
Comput. Graph., 2020

ShapeFlow: Learnable Deformation Flows Among 3D Shapes.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

CoSE: Compositional Stroke Embeddings.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

PIE-NET: Parametric Inference of Point Cloud Edges.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

NASA Neural Articulated Shape Approximation.
Proceedings of the Computer Vision - ECCV 2020, 2020

VoronoiNet : General Functional Approximators with Local Support.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Deep Implicit Volume Compression.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

ACNe: Attentive Context Normalization for Robust Permutation-Equivariant Learning.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

CvxNet: Learnable Convex Decomposition.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

BSP-Net: Generating Compact Meshes via Binary Space Partitioning.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Deep reflectance fields: high-quality facial reflectance field inference from color gradient illumination.
ACM Trans. Graph., 2019

Multi-robot collaborative dense scene reconstruction.
ACM Trans. Graph., 2019

VIPER: Volume Invariant Position-based Elastic Rods.
Proc. ACM Comput. Graph. Interact. Tech., 2019

VoronoiNet: General Functional Approximators with Local Support.
CoRR, 2019

NASA: Neural Articulated Shape Approximation.
CoRR, 2019

CvxNets: Learnable Convex Decomposition.
CoRR, 2019

Attentive Context Normalization for Robust Permutation-Equivariant Learning.
CoRR, 2019

LSMAT Least Squares Medial Axis Transform.
Comput. Graph. Forum, 2019

Incremental Labelling of Voronoi Vertices for Shape Reconstruction.
Comput. Graph. Forum, 2019

Linearized Multi-Sampling for Differentiable Image Transformation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Volumetric Capture of Humans With a Single RGBD Camera via Semi-Parametric Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

HandSeg: An Automatically Labeled Dataset for Hand Segmentation from Depth Images.
Proceedings of the 16th Conference on Computer and Robot Vision, 2019

2018
Real-time compression and streaming of 4D performances.
ACM Trans. Graph., 2018

The need 4 speed in real-time dense visual tracking.
ACM Trans. Graph., 2018

MIST: Multiple Instance Spatial Transformer Network.
CoRR, 2018

Espresso: Efficient Forward Propagation for Binary Deep Neural Networks.
Proceedings of the 6th International Conference on Learning Representations, 2018

TwinFusion: High Framerate Non-rigid Fusion through Fast Correspondence Tracking.
Proceedings of the 2018 International Conference on 3D Vision, 2018

2017
Online generative model personalization for hand tracking.
ACM Trans. Graph., 2017

Sketch-based implicit blending.
ACM Trans. Graph., 2017

HandSeg: A Dataset for Hand Segmentation from Depth Images.
CoRR, 2017

Espresso: Efficient Forward Propagation for BCNNs.
CoRR, 2017

A Survey of Surface Reconstruction from Point Clouds.
Comput. Graph. Forum, 2017

Low-Dimensionality Calibration through Local Anisotropic Scaling for Robust Hand Model Personalization.
Proceedings of the IEEE International Conference on Computer Vision, 2017

2016
Sphere-meshes for real-time hand modeling and tracking.
ACM Trans. Graph., 2016

3D Skeletons: A State-of-the-Art Report.
Comput. Graph. Forum, 2016

Modern techniques and applications for real-time non-rigid registration.
Proceedings of the SIGGRAPH ASIA 2016, Macao, December 5-8, 2016 - Courses, 2016

2015
Robust Articulated-ICP for Real-Time Hand Tracking.
Comput. Graph. Forum, 2015

2014
High-contrast computational caustic design.
ACM Trans. Graph., 2014

Dynamic 2D/3D Registration.
Proceedings of the 35th Annual Conference of the European Association for Computer Graphics, 2014

State of the Art in Surface Reconstruction from Point Clouds.
Proceedings of the 35th Annual Conference of the European Association for Computer Graphics, 2014

2013
Skeletal Representations and Applications
CoRR, 2013

Sparse Iterative Closest Point.
Comput. Graph. Forum, 2013

2012
Mean Curvature Skeletons.
Comput. Graph. Forum, 2012

2011
VASE: Volume-Aware Surface Evolution for Surface Reconstruction from Incomplete Point Clouds.
Comput. Graph. Forum, 2011

Prior Knowledge for Part Correspondence.
Comput. Graph. Forum, 2011

2010
Consensus Skeleton for Non-rigid Space-time Registration.
Comput. Graph. Forum, 2010

Point Cloud Skeletons via Laplacian Based Contraction.
Proceedings of the SMI 2010, 2010

2009
Partial intrinsic reflectional symmetry of 3D shapes.
ACM Trans. Graph., 2009

Curve skeleton extraction from incomplete point cloud.
ACM Trans. Graph., 2009

Searching for Concurrent Design Patterns in Video Games.
Proceedings of the Euro-Par 2009 Parallel Processing, 2009

2008
Deformation-Driven Shape Correspondence.
Comput. Graph. Forum, 2008


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