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Tagliasacchi, Andrea

  1. pixelSplat: 3D Gaussian Splats from Image Pairs for Scalable Generalizable 3D Reconstruction
    2023/12/19 by David Charatan, Charatan, David, Sizhe Li +5 · 122 citations
    Computer Science · Environmental Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Remote Sensing and LiDAR Applications
  2. OpenScene: 3D Scene Understanding with Open Vocabularies
    2022/11/28 by Songyou Peng, Peng, Songyou, Kyle Genova +9 · 86 citations
    Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  3. Kubric: A scalable dataset generator
    2022/03/07 by Klaus Greff, Francois Belletti, Greff, Klaus +65 · 39 citations
    Environmental Science · Computer Science · #Remote Sensing and LiDAR Applications #Advanced Neural Network Applications #Computer Graphics and Visualization Techniques
  4. 3D Gaussian Splatting as Markov Chain Monte Carlo
    2024/04/15 by Shakiba Kheradmand, Daniel Rebain, Kheradmand, Shakiba +16 · 1 voice · 40 citations
    Mathematics · #Markov Chains and Monte Carlo Methods #cs.CV
  5. Vector Neurons: A General Framework for SO(3)-Equivariant Networks
    2021/04/25 by Congyue Deng, Deng, Congyue, Or Litany +9 · 22 citations
    Engineering · Computer Science · #Advanced Numerical Analysis Techniques #Image and Object Detection Techniques #3D Shape Modeling and Analysis
  6. Neural Descriptor Fields: SE(3)-Equivariant Object Representations for Manipulation
    2021/12/09 by Anthony Simeonov, Yilun Du, Simeonov, Anthony +11 · 22 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Robot Manipulation and Learning #Robotics (cs.RO)
  7. 4D-fy: Text-to-4D Generation Using Hybrid Score Distillation Sampling
    2023/11/29 by Bahmani, Sherwin, Skorokhodov, Ivan, Rong, Victor +7 · 33 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  8. VD3D: Taming Large Video Diffusion Transformers for 3D Camera Control
    2024/07/17 by Bahmani, Sherwin, Skorokhodov, Ivan, Siarohin, Aliaksandr +9 · 38 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. AC3D: Analyzing and Improving 3D Camera Control in Video Diffusion Transformers
    2024/11/27 by Sherwin Bahmani, Ivan Skorokhodov, Bahmani, Sherwin +13 · 44 citations
    Engineering · #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection
  10. Novel View Synthesis with Diffusion Models
    2022/10/06 by Daniel Watson, William Chan, Watson, Daniel +9 · 20 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Machine Learning (cs.LG)
  11. MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures
    2022/07/30 by Zhiqin Chen, Thomas Funkhouser, Chen, Zhiqin +5 · 17 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
  12. BSP-Net: Generating Compact Meshes via Binary Space Partitioning
    2019/11/16 by Zhiqin Chen, Chen, Zhiqin, Andrea Tagliasacchi +3 · 11 citations
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computational Geometry and Mesh Generation
  13. Bayes' Rays: Uncertainty Quantification for Neural Radiance Fields
    2023/09/06 by Lily Goli, Cody Reading, Goli, Lily +7 · 16 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Vision and Imaging #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  14. COTR: Correspondence Transformer for Matching Across Images
    2021/03/25 by Wei Jiang, Eduard Trulls, Jiang, Wei +7 · 9 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Advanced Image and Video Retrieval Techniques #Robotics and Sensor-Based Localization
  15. Unsupervised Semantic Correspondence Using Stable Diffusion
    2023/05/24 by Eric Hedlin, Hedlin, Eric, Gopal Sharma +11 · 12 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis
  16. Panoptic Neural Fields: A Semantic Object-Aware Neural Scene Representation
    2022/05/09 by Kundu, Abhijit, Genova, Kyle, Yin, Xiaoqi +6 · 10 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  17. Controlling Space and Time with Diffusion Models
    2024/07/10 by Watson, Daniel, Saxena, Saurabh, Li, Lala +2 · 17 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. CvxNet: Learnable Convex Decomposition
    2019/09/12 by Boyang Deng, Deng, Boyang, Kyle Genova +9 · 7 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
  19. Urban Radiance Fields
    2021/11/29 by Rematas, Konstantinos, Liu, Andrew, Srinivasan, Pratul P. +4 · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  20. TC4D: Trajectory-Conditioned Text-to-4D Generation
    2024/03/26 by Sherwin Bahmani, Xian Liu, Bahmani, Sherwin +21 · 11 citations
    Computer Science · #Natural Language Processing Techniques #Model-Driven Software Engineering Techniques #Speech and dialogue systems
  21. SpotlessSplats: Ignoring Distractors in 3D Gaussian Splatting
    2024/06/28 by Sara Sabour, Sabour, Sara, Lily Goli +15 · 11 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital and Cyber Forensics #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG)
  22. RobustNeRF: Ignoring Distractors with Robust Losses
    2023/02/02 by Sara Sabour, Suhani Vora, Sabour, Sara +9 · 7 citations
    Computer Science · Engineering · Neuroscience · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies #Machine Learning (cs.LG) #Visual perception and processing mechanisms
  23. NeSF: Neural Semantic Fields for Generalizable Semantic Segmentation of 3D Scenes
    2021/11/25 by Suhani Vora, Noha Radwan, Vora, Suhani +15 · 6 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Robotics and Sensor-Based Localization
  24. D2NeRF: Self-Supervised Decoupling of Dynamic and Static Objects from a Monocular Video
    2022/05/31 by Tianhao Wu, Wu, Tianhao, Fangcheng Zhong +7 · 6 citations
    Computer Science · #Human Pose and Action Recognition #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications
  25. NeuMap: Neural Coordinate Mapping by Auto-Transdecoder for Camera Localization
    2022/11/21 by Tang, Shitao, Tang, Sicong, Tagliasacchi, Andrea +2 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  26. NASA: Neural Articulated Shape Approximation
    2019/12/06 by Boyang Deng, JP Lewis, Deng, Boyang +11 · 4 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Human Pose and Action Recognition #Machine Learning (cs.LG)
  27. PIE-NET: Parametric Inference of Point Cloud Edges
    2020/07/09 by Xiaogang Wang, Yuelang Xu, Wang, Xiaogang +11 · 3 citations
    Engineering · Earth and Planetary Sciences · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Advanced Numerical Analysis Techniques
  28. SparsePose: Sparse-View Camera Pose Regression and Refinement
    2022/11/29 by Samarth Sinha, Jason Zhang, Sinha, Samarth +7 · 4 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Robotics and Sensor-Based Localization #Advanced Image and Video Retrieval Techniques
  29. Accelerating Neural Field Training via Soft Mining
    2023/11/29 by Shakiba Kheradmand, Kheradmand, Shakiba, Daniel Rebain +11 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and ELM #Neural Networks and Applications
  30. Radiant Foam: Real-Time Differentiable Ray Tracing
    2025/02/03 by Govindarajan, Shrisudhan, Rebain, Daniel, Yi, Kwang Moo +1 · 10 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  31. CC3D: Layout-Conditioned Generation of Compositional 3D Scenes
    2023/03/21 by Bahmani, Sherwin, Park, Jeong Joon, Paschalidou, Despoina +4 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  32. RoMo: Robust Motion Segmentation Improves Structure from Motion
    2024/11/27 by Lily Goli, Goli, Lily, Sara Sabour +15 · 1 voice · 4 citations
    #cs.CV
  33. Triangle Splatting for Real-Time Radiance Field Rendering
    2025/05/25 by Held, Jan, Vandeghen, Renaud, Deliege, Adrien +7 · 10 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  34. PointNeRF++: A multi-scale, point-based Neural Radiance Field
    2023/12/04 by Weiwei Sun, Eduard Trulls, Sun, Weiwei +11 · 3 citations
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Advanced Numerical Analysis Techniques
  35. CoNeRF: Controllable Neural Radiance Fields
    2021/12/03 by Kania, Kacper, Yi, Kwang Moo, Kowalski, Marek +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  36. Deep Implicit Volume Compression
    2020/05/18 by Danhang Tang, Saurabh Singh, Tang, Danhang +25 · 2 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  37. nerf2nerf: Pairwise Registration of Neural Radiance Fields
    2022/11/03 by Goli, Lily, Rebain, Daniel, Sabour, Sara +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
  38. Volumetric Rendering with Baked Quadrature Fields
    2023/12/02 by Sharma, Gopal, Rebain, Daniel, Yi, Kwang Moo +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  39. Unsupervised Keypoints from Pretrained Diffusion Models
    2023/11/29 by Eric Hedlin, Gopal Sharma, Hedlin, Eric +13 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques
  40. Volume Rendering Digest (for NeRF)
    2022/08/29 by Andrea Tagliasacchi, Ben Mildenhall, Tagliasacchi, Andrea +1 · 1 voice · 1 citation
    #cs.CV #cs.GR
  41. NiLBS: Neural Inverse Linear Blend Skinning
    2020/04/06 by Jeruzalski, Timothy, Levin, David I. W., Jacobson, Alec +3 · 1 citation
    #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
  42. StochasticSplats: Stochastic Rasterization for Sorting-Free 3D Gaussian Splatting
    2025/03/31 by Kheradmand, Shakiba, Vicini, Delio, Kopanas, George +4 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  43. SMITE: Segment Me In TimE
    2024/10/24 by Alimohammadi, Amirhossein, Nag, Sauradip, Taghanaki, Saeid Asgari +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  44. LOLNeRF: Learn from One Look
    2021/11/19 by Rebain, Daniel, Matthews, Mark, Yi, Kwang Moo +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  45. VaxNeRF: Revisiting the Classic for Voxel-Accelerated Neural Radiance Field
    2021/11/25 by Naruya Kondo, Kondo, Naruya, Yuya Ikeda +9 · 1 citation
    Computer Science · Engineering · Medicine · #3D Shape Modeling and Analysis #Advanced Neuroimaging Techniques and Applications #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  46. VoronoiNet: General Functional Approximators with Local Support
    2019/12/08 by Williams, Francis, Panozzo, Daniele, Yi, Kwang Moo +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
  47. NeuralBF: Neural Bilateral Filtering for Top-down Instance Segmentation on Point Clouds
    2022/07/20 by Sun, Weiwei, Rebain, Daniel, Liao, Renjie +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  48. CUF: Continuous Upsampling Filters
    2022/10/13 by Cristina Nader Vasconcelos, Cengiz Öztireli, Vasconcelos, Cristina +9 · 1 citation
    Computer Science · Earth and Planetary Sciences · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Seismic Imaging and Inversion Techniques
  49. Evaluating Alternatives to SFM Point Cloud Initialization for Gaussian Splatting
    2024/04/18 by Foroutan, Yalda, Rebain, Daniel, Yi, Kwang Moo +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  50. Lyra: Generative 3D Scene Reconstruction via Video Diffusion Model Self-Distillation
    2025/09/23 by Bahmani, Sherwin, Shen, Tianchang, Ren, Jiawei +10 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  51. Lagrangian Hashing for Compressed Neural Field Representations
    2024/09/09 by Shrisudhan Govindarajan, Zeno Sambugaro, Govindarajan, Shrisudhan +15 · 1 citation
    Computer Science · Neuroscience · #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications #Neural dynamics and brain function
  52. NoKSR: Kernel-Free Neural Surface Reconstruction via Point Cloud Serialization
    2025/02/18 by Zhen Li, Weiwei Sun, Li, Zhen +11 · 1 citation
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical measurement and interference techniques