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Sunkavalli, Kalyan

  1. LRM: Large Reconstruction Model for Single Image to 3D
    2023/11/08 by Yicong Hong, Hong, Yicong, Kai Zhang +17 · 128 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
  2. GS-LRM: Large Reconstruction Model for 3D Gaussian Splatting
    2024/04/30 by Kai Zhang, Sai Bi, Zhang, Kai +11 · 66 citations
    Engineering · Computer Science · #Industrial Vision Systems and Defect Detection #Image Processing and 3D Reconstruction
  3. Instant3D: Fast Text-to-3D with Sparse-View Generation and Large Reconstruction Model
    2023/11/10 by Jiahao Li, Li, Jiahao, Hao Tan +17 · 52 citations
    Computer Science · #Advanced Vision and Imaging #Generative Adversarial Networks and Image Synthesis #Computer Graphics and Visualization Techniques
  4. Inverse Rendering for Complex Indoor Scenes: Shape, Spatially-Varying Lighting and SVBRDF from a Single Image
    2019/05/07 by Zhengqin Li, Li, Zhengqin, Mohammad Shafiei +7 · 22 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
  5. Learning to Predict Indoor Illumination from a Single Image
    2017/04/01 by Marc-André Gardner, Kalyan Sunkavalli, Gardner, Marc-André +11 · 15 citations
    Computer Science · #Image Enhancement Techniques #Advanced Vision and Imaging #Video Surveillance and Tracking Methods
  6. PF-LRM: Pose-Free Large Reconstruction Model for Joint Pose and Shape Prediction
    2023/11/20 by Peng Wang, Wang, Peng, Hao Tan +15 · 25 citations
    Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
  7. DMV3D: Denoising Multi-View Diffusion using 3D Large Reconstruction Model
    2023/11/15 by Xu, Yinghao, Tan, Hao, Luan, Fujun +8 · 23 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  8. State of the Art on Neural Rendering
    2020/04/08 by Tewari, Ayush, Fried, Ohad, Thies, Justus +16 · 13 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  9. LightIt: Illumination Modeling and Control for Diffusion Models
    2024/03/15 by Peter Kocsis, Julien Philip, Kocsis, Peter +7 · 1 voice · 11 citations
    Computer Science · Physics and Astronomy · #Color Science and Applications #cs.CV #cs.GR #cs.LG
  10. MeshLRM: Large Reconstruction Model for High-Quality Meshes
    2024/04/18 by Xinyue Wei, Wei, Xinyue, Kai Zhang +15 · 20 citations
    Computer Science · Engineering · #Image Processing and 3D Reconstruction #3D Shape Modeling and Analysis
  11. Deep Parametric Indoor Lighting Estimation
    2019/10/19 by Gardner, Marc-André, Hold-Geoffroy, Yannick, Sunkavalli, Kalyan +2 · 10 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. Deep Image Harmonization
    2017/02/28 by Yi–Hsuan Tsai, Tsai, Yi-Hsuan, Xiaohui Shen +9 · 11 citations
    Computer Science · #Image Enhancement Techniques #Generative Adversarial Networks and Image Synthesis #Advanced Vision and Imaging
  13. Materials for Masses: SVBRDF Acquisition with a Single Mobile Phone Image
    2018/04/16 by Zhengqin Li, Kalyan Sunkavalli, Li, Zhengqin +3 · 6 citations
    Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. NeuTex: Neural Texture Mapping for Volumetric Neural Rendering
    2021/03/01 by Fanbo Xiang, Xiang, Fanbo, Zexiang Xu +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
  15. NeRFusion: Fusing Radiance Fields for Large-Scale Scene Reconstruction
    2022/03/21 by Xiaoshuai Zhang, Sai Bi, Zhang, Xiaoshuai +7 · 8 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 #Graphics (cs.GR)
  16. Test-Time Training Done Right
    2025/05/29 by Tianyuan Zhang, Zhang, Tianyuan, Sai Bi +15 · 29 citations
    Psychology · #Human Resource Development and Performance Evaluation
  17. All-Weather Deep Outdoor Lighting Estimation
    2019/06/12 by Zhang, Jinsong, Sunkavalli, Kalyan, Hold-Geoffroy, Yannick +3 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. Neural Reflectance Fields for Appearance Acquisition
    2020/08/09 by Bi, Sai, Xu, Zexiang, Srinivasan, Pratul +6 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  19. RigNeRF: Fully Controllable Neural 3D Portraits
    2022/06/13 by ShahRukh Athar, Athar, ShahRukh, Zexiang Xu +7 · 7 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
  20. OpenRooms: An End-to-End Open Framework for Photorealistic Indoor Scene Datasets
    2020/07/25 by Li, Zhengqin, Yu, Ting-Wei, Sang, Shen +14 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. TileGen: Tileable, Controllable Material Generation and Capture
    2022/06/12 by Xilong Zhou, Miloš Hašan, Zhou, Xilong +9 · 6 citations
    Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Image Processing and 3D Reconstruction
  22. MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics
    2018/08/14 by Yan, Xinchen, Rastogi, Akash, Villegas, Ruben +5 · 4 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  23. Basis Prediction Networks for Effective Burst Denoising with Large Kernels
    2019/12/09 by Xia, Zhihao, Perazzi, Federico, Gharbi, Michaël +2 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. Deep Outdoor Illumination Estimation
    2016/11/19 by Hold-Geoffroy, Yannick, Sunkavalli, Kalyan, Hadap, Sunil +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. RayZer: A Self-supervised Large View Synthesis Model
    2025/05/01 by Jiang, Hanwen, Tan, Hao, Wang, Peng +8 · 15 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  26. SSH: A Self-Supervised Framework for Image Harmonization
    2021/08/15 by Jiang, Yifan, Zhang, He, Zhang, Jianming +7 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  27. PaletteNeRF: Palette-based Appearance Editing of Neural Radiance Fields
    2022/12/21 by Kuang, Zhengfei, Luan, Fujun, Bi, Sai +3 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  28. Physically-Based Editing of Indoor Scene Lighting from a Single Image
    2022/05/19 by Li, Zhengqin, Shi, Jia, Bi, Sai +6 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  29. Deep Reflectance Volumes: Relightable Reconstructions from Multi-View\n Photometric Images
    2020/07/20 by Sai Bi, Zexiang Xu, Bi, Sai +11 · 3 citations
    Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  30. Neural Face Editing with Intrinsic Image Disentangling
    2017/04/13 by Shu, Zhixin, Yumer, Ersin, Hadap, Sunil +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  31. NeuManifold: Neural Watertight Manifold Reconstruction with Efficient and High-Quality Rendering Support
    2023/05/26 by Xinyue Wei, Wei, Xinyue, Fanbo Xiang +11 · 4 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
  32. Deep 3D Capture: Geometry and Reflectance from Sparse Multi-View Images
    2020/03/27 by Bi, Sai, Xu, Zexiang, Sunkavalli, Kalyan +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  33. Deep CG2Real: Synthetic-to-Real Translation via Image Disentanglement
    2020/03/27 by Bi, Sai, Sunkavalli, Kalyan, Perazzi, Federico +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  34. Differentiable Rendering of Neural SDFs through Reparameterization
    2022/06/10 by Bangaru, Sai Praveen, Gharbi, Michaël, Li, Tzu-Mao +7 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  35. Automatic Content-Aware Color and Tone Stylization
    2015/11/12 by Lee, Joon-Young, Sunkavalli, Kalyan, Lin, Zhe +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  36. Appearance Harmonization for Single Image Shadow Removal
    2016/03/21 by Liqian Ma, Jue Wang, Ma, Liqian +7 · 1 citation
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  37. Photometric Stabilization for Fast-forward Videos
    2017/09/29 by Zhang, Xuaner Cecilia, Lee, Joon-Young, Sunkavalli, Kalyan +1 · 1 citation
    #FOS: Computer and information sciences #Graphics (cs.GR) #I.3.3 #I.4.3
  38. A Perceptual Measure for Deep Single Image Camera Calibration
    2017/12/02 by Hold-Geoffroy, Yannick, Sunkavalli, Kalyan, Eisenmann, Jonathan +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  39. Learning to Separate Multiple Illuminants in a Single Image
    2018/11/29 by Hui, Zhuo, Chakrabarti, Ayan, Sunkavalli, Kalyan +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  40. Automatic Scene Inference for 3D Object Compositing
    2019/12/24 by Karsch, Kevin, Sunkavalli, Kalyan, Hadap, Sunil +4 · 1 citation
    #FOS: Computer and information sciences #FOS: Electrical engineering #Graphics (cs.GR) #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  41. Deep Multi Depth Panoramas for View Synthesis
    2020/08/04 by Lin, Kai-En, Xu, Zexiang, Mildenhall, Ben +6 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  42. Neural Directional Encoding for Efficient and Accurate View-Dependent Appearance Modeling
    2024/05/23 by Liwen Wu, Wu, Liwen, Sai Bi +13 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis
  43. A Deep Perceptual Measure for Lens and Camera Calibration
    2022/08/25 by Hold-Geoffroy, Yannick, Piché-Meunier, Dominique, Sunkavalli, Kalyan +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  44. E-RayZer: Self-supervised 3D Reconstruction as Spatial Visual Pre-training
    2025/12/11 by Zhao, Qitao, Tan, Hao, Wang, Qianqian +5 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  45. RELIC: Interactive Video World Model with Long-Horizon Memory
    2025/12/03 by Yicong Hong, Hong, Yicong, Yiqun Mei +25 · 4 citations
    Computer Science · #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Advanced Vision and Imaging
  46. 4D-LRM: Large Space-Time Reconstruction Model From and To Any View at Any Time
    2025/06/23 by Ma, Ziqiao, Chen, Xuweiyi, Yu, Shoubin +10 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences