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pubs.json
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[
{
"type": "conference",
"key": "kheradmand2024mcmc",
"venue": "Neural Information Processing Systems (NeurIPS)",
"title": "3D Gaussian Splatting as Markov Chain Monte Carlo",
"year": "2024",
"arxiv": "https://arxiv.org/abs/2404.09591",
"homepage": "https://ubc-vision.github.io/3dgs-mcmc",
"source": "https://github.com/ubc-vision/3dgs-mcmc",
"icon": "/pubs/kheradmand2024mcmc.mov",
"special": "NeurIPS'24 (spotlight)",
"notes": [
"spotlight"
],
"authors": [
"Shakiba Kheradmand",
"Daniel Rebain",
"Gopal Sharma",
"Weiwei Sun",
"Jeff Tseng",
"Hossam Isack",
"Abhishek Kar",
"Andrea Tagliasacchi",
"Kwang Moo Yi"
]
},
{
"type": "arxiv",
"key": "sabour2024sls",
"venue": "arXiv preprint",
"special": "NEW!!!",
"title": "SpotlessSplats: Ignoring Distractors in 3D Gaussian Splatting",
"year": "2024",
"arxiv": "https://arxiv.org/abs/2406.20055",
"homepage": "https://spotlesssplats.github.io",
"icon": "/pubs/sabour2024sls.mov",
"authors": [
"Sara Sabour",
"Lily Goli",
"George Kopanas",
"Mark Matthews",
"Dmitry Lagun",
"Leonidas Guibas",
"Alec Jacobson",
"David J. Fleet",
"Andrea Tagliasacchi"
]
},
{
"type": "arxiv",
"key": "bahmani2024vd3d",
"venue": "arXiv preprint",
"special": "NEW!!!",
"title": "VD3D: Taming Large Video Diffusion Transformers for 3D Camera Control",
"year": "2024",
"arxiv": "https://arxiv.org/abs/2407.12781",
"homepage": "https://snap-research.github.io/vd3d",
"icon": "/pubs/bahmani2024vd3d.mov",
"authors": [
"Sherwin Bahmani",
"Ivan Skorokhodov",
"Aliaksandr Siarohin",
"Willi Menapace",
"Guocheng Qian",
"Michael Vasilkovsky",
"Hsin-Ying Lee",
"Chaoyang Wang",
"Jiaxu Zou",
"Andrea Tagliasacchi",
"David B. Lindell",
"Sergey Tulyakov"
]
},
{
"type": "arxiv",
"key": "watson2024fourdim",
"venue": "arXiv preprint",
"special": "NEW!!!",
"title": "4DiM: Controlling Space and Time with Diffusion Models",
"year": "2024",
"arxiv": "https://arxiv.org/abs/2407.07860",
"homepage": "https://4d-diffusion.github.io",
"icon": "/pubs/watson2024fourdim.mov",
"authors": [
"Daniel Watson",
"Saurabh Saxena",
"Lala Li",
"Andrea Tagliasacchi",
"David Fleet"
]
},
{
"type": "conference",
"key": "bahmani2024trajectory",
"title": "TC4D: Trajectory-Conditioned Text-to-4D Generation",
"year": "2024",
"venue": "European Conference on Computer Vision (ECCV)",
"special": "ECCV'24",
"arxiv": "https://arxiv.org/abs/2403.17920",
"homepage": "https://sherwinbahmani.github.io/tc4d",
"icon": "/pubs/bahmani2024trajectory.mov",
"authors": [
"Sherwin Bahmani",
"Xian Liu",
"Yifan Wang",
"Ivan Skorokhodov",
"Victor Rong",
"Ziwei Liu",
"Xihui Liu",
"Jeong Joon Park",
"Sergey Tulyakov",
"Gordon Wetzstein",
"Andrea Tagliasacchi",
"David B. Lindell"
]
},
{
"type": "conference",
"key": "shri2024laghash",
"title": "Lagrangian Hashing for Compressed Neural Field Representations",
"year": "2024",
"venue": "European Conference on Computer Vision (ECCV)",
"homepage": "https://theialab.github.io/laghashes",
"special": "ECCV'24",
"authors": [
"Shrisudhan Govindarajan",
"Zeno Sambugaro",
"Ahan Shabhanov",
"Towaki Takikawa",
"Weiwei Sun",
"Daniel Rebain",
"Nicola Conci",
"Kwang Moo Yi",
"Andrea Tagliasacchi"
]
},
{
"type": "conference",
"key": "sharma2024quadrature",
"title": "Volumetric Rendering with Baked Quadrature Fields",
"year": "2024",
"venue": "European Conference on Computer Vision (ECCV)",
"special": "ECCV'24",
"arxiv": "https://arxiv.org/abs/2312.02202",
"homepage": "https://quadraturefields.github.io",
"icon": "/pubs/sharma2024quadrature.mov",
"authors": [
"Gopal Sharma",
"Daniel Rebain",
"Kwang Moo Yi",
"Andrea Tagliasacchi"
]
},
{
"type": "conference",
"key": "sun2024pointnerfpp",
"title": "PointNeRF++: A multi-scale, point-based Neural Radiance Field",
"year": "2024",
"venue": "European Conference on Computer Vision (ECCV)",
"special": "ECCV'24",
"arxiv": "https://arxiv.org/abs/2312.02362",
"homepage": "https://pointnerfpp.github.io",
"icon": "/pubs/sun2024pointnerfpp.mov",
"pdf": "https://pointnerfpp.github.io/resources/paper.pdf",
"authors": [
"Weiwei Sun",
"Eduard Trulls",
"Yang-Che Tseng",
"Sneha Sambandam",
"Gopal Sharma",
"Andrea Tagliasacchi",
"Kwang Moo Yi"
]
},
{
"type": "conference",
"key": "bahmani2024fourdfy",
"title": "4D-fy: Text-to-4D Generation Using Hybrid Score Distillation Sampling",
"year": "2024",
"venue": "Computer Vision and Pattern Recognition (CVPR)",
"special": "CVPR'24",
"arxiv": "https://arxiv.org/abs/2311.17984",
"homepage": "https://sherwinbahmani.github.io/4dfy",
"pdf": "https://arxiv.org/pdf/2311.17984.pdf",
"icon": "/pubs/bahmani2024fourdfy.mov",
"authors": [
"Sherwin Bahmani",
"Ivan Skorokhodov",
"Victor Rong",
"Gordon Wetzstein",
"Leonidas Guibas",
"Peter Wonka",
"Sergey Tulyakov",
"Jeong Joon Park",
"Andrea Tagliasacchi",
"David Lindell"
]
},
{
"type": "conference",
"key": "charatan2024pixelsplat",
"title": "pixelSplat: 3D Gaussian Splats from Image Pairs for Scalable Generalizable 3D Reconstruction",
"year": "2024",
"venue": "Computer Vision and Pattern Recognition (CVPR)",
"special": "CVPR'24 (oral, best paper honorable mention)",
"notes": [
"oral",
"best paper honorable mention"
],
"homepage": "https://davidcharatan.com/pixelsplat",
"source": "https://github.com/dcharatan/pixelsplat",
"pdf": "https://pixelsplat.github.io/static/pdfs/paper.pdf",
"icon": "/pubs/charatan2024pixelsplat.mov",
"arxiv": "https://arxiv.org/abs/2312.12337",
"authors": [
"David Charatan",
"Sizhe Li",
"Andrea Tagliasacchi",
"Vincent Sitzmann"
]
},
{
"type": "conference",
"key": "shabanov2024banf",
"title": "BANF: Band-limited Neural Fields for Levels of Detail Reconstruction",
"year": "2024",
"venue": "Computer Vision and Pattern Recognition (CVPR)",
"special": "CVPR'24",
"homepage": "https://theialab.ca/banf",
"pdf": "https://theialab.ca/banf/paper.pdf",
"icon": "/pubs/shabanov2024banf.mov",
"authors": [
"Ahan Shabanov",
"Shrisudhan Govindarajan",
"Cody Reading",
"Daniel Rebain",
"Kwang Moo Yi",
"Andrea Tagliasacchi"
]
},
{
"type": "conference",
"key": "hedlin2024keypoints",
"title": "Unsupervised Keypoints from Pretrained Diffusion Models",
"year": "2024",
"venue": "Computer Vision and Pattern Recognition (CVPR)",
"arxiv": "https://arxiv.org/abs/2312.00065",
"homepage": "https://stablekeypoints.github.io",
"icon": "/pubs/hedlin2024keypoints.mov",
"special": "CVPR'24 (spotlight)",
"notes": [
"spotlight"
],
"authors": [
"Eric Hedlin",
"Gopal Sharma",
"Shweta Mahajan",
"Hossam Isack",
"Abhishek Kar",
"Helge Rhodin",
"Andrea Tagliasacchi",
"Kwang Moo Yi"
]
},
{
"type": "conference",
"key": "kheradmand2024softmining",
"title": "Accelerating Neural Field Training via Soft Mining",
"year": "2024",
"venue": "Computer Vision and Pattern Recognition (CVPR)",
"arxiv": "https://arxiv.org/abs/2312.00075",
"homepage": "https://ubc-vision.github.io/nf-soft-mining",
"source": "https://github.com/ubc-vision/nf-soft-mining",
"icon": "/pubs/kheradmand2024softmining.mov",
"special": "CVPR'24",
"authors": [
"Shakiba Kheradmand",
"Daniel Rebain",
"Gopal Sharma",
"Hossam Isack",
"Abhishek Kar",
"Andrea Tagliasacchi",
"Kwang Moo Yi"
]
},
{
"type": "conference",
"key": "goli2024bayesrays",
"title": "Bayes' Rays: Uncertainty Quantification for Neural Radiance Fields",
"year": "2024",
"venue": "Computer Vision and Pattern Recognition (CVPR)",
"special": "CVPR'24 (spotlight)",
"notes": [
"spotlight"
],
"arxiv": "https://arxiv.org/abs/2309.03185",
"homepage": "https://bayesrays.github.io",
"icon": "/pubs/goli2024bayesrays.mov",
"authors": [
"Lily Goli",
"Cody Reading",
"Silvia Sellan",
"Alec Jacobson",
"Andrea Tagliasacchi"
]
},
{
"type": "conference",
"key": "rebain2024nfd",
"title": "Neural Fields as Distributions: Signal Processing Beyond Euclidean Space",
"year": "2024",
"venue": "Computer Vision and Pattern Recognition (CVPR)",
"special": "CVPR'24",
"arxiv": "http://ubc-vision.github.io/nfd",
"homepage": "https://ubc-vision.github.io/nfd",
"icon": "/pubs/rebain2024nfd.mov",
"authors": [
"Daniel Rebain",
"Soroosh Yazdani",
"Kwang Moo Yi",
"Andrea Tagliasacchi"
]
},
{
"type": "conference",
"key": "zhong2023nkf",
"title": "Neural Fields with Hard Constraints of Arbitrary Differential Order",
"authors": [
"Fangcheng Zhong",
"Kyle Fogarty",
"Param Hanji",
"Tianhao Wu",
"Alejandro Sztrajman",
"Andrew Spielberg",
"Andrea Tagliasacchi",
"Petra Bosilj",
"Cengiz Oztireli"
],
"homepage": "https://zfc946.github.io/CNF.github.io",
"source": "https://github.com/zfc946/CNF",
"venue": "Neural Information Processing Systems (NeurIPS)",
"arxiv": "https://arxiv.org/abs/2306.08943",
"icon": "/pubs/zhong2023nkf.jpeg",
"year": "2023",
"special": "NeurIPS'23"
},
{
"type": "conference",
"key": "hedlin2023unsupervised",
"title": "Unsupervised Semantic Correspondence Using Stable Diffusion",
"authors": [
"Eric Hedlin",
"Gopal Sharma",
"Shweta Mahajan",
"Hossam Isack",
"Abhishek Kar",
"Andrea Tagliasacchi",
"Kwang Moo Yi"
],
"venue": "Neural Information Processing Systems (NeurIPS)",
"arxiv": "https://arxiv.org/abs/2305.15581",
"homepage": "https://ubc-vision.github.io/LDM_correspondences",
"source": "https://github.com/ubc-vision/LDM_correspondences",
"icon": "/pubs/hedlin2023unsupervised.mov",
"year": "2023",
"special": "NeurIPS'23"
},
{
"type": "conference",
"key": "bahmani2023cc3d",
"title": "CC3D: Layout-Conditioned Generation of Compositional 3D Scenes",
"authors": [
"Sherwin Bahmani",
"Jeong Joon Park",
"Despoina Paschalidou",
"Xingguang Yan",
"Gordon Wetzstein",
"Leonidas Guibas",
"Andrea Tagliasacchi"
],
"venue": "International Conference on Computer Vision (ICCV)",
"homepage": "https://sherwinbahmani.github.io/cc3d",
"icon": "/pubs/bahmani2023cc3d.mov",
"arxiv": "https://arxiv.org/abs/2303.12074",
"source": "https://github.com/sherwinbahmani/cc3d",
"year": "2023",
"special": "ICCV'23"
},
{
"type": "conference",
"key": "sabour2023robustnerf",
"title": "RobustNeRF: Ignoring Distractors with Robust Losses",
"authors": [
"Sara Sabour",
"Suhani Vora",
"Daniel Duckworth",
"Ivan Krasin",
"David J. Fleet",
"Andrea Tagliasacchi"
],
"venue": "Computer Vision and Pattern Recognition (CVPR)",
"media": "https: //www.rsipvision.com/ComputerVisionNews-2023July/3/",
"homepage": "https://robustnerf.github.io",
"icon": "/pubs/sabour2023robustnerf.mov",
"video": "https://youtu.be/vCeRgc1lahU",
"arxiv": "https://arxiv.org/abs/2302.00833",
"source": "https://storage.googleapis.com/jax3d-public/projects/robustnerf/robustnerf.py",
"special": "CVPR'23 (highlight)",
"notes":[
"highlight"
],
"year": "2023"
},
{
"type": "conference",
"key": "chen2023mobilenerf",
"title": "MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures",
"year": "2023",
"venue": "Computer Vision and Pattern Recognition (CVPR)",
"homepage": "https://mobile-nerf.github.io",
"pdf": "/pubs/chen2023mobilenerf.pdf",
"icon": "/pubs/chen2023mobilenerf.mov",
"source": "https://github.com/google-research/jax3d/tree/main/jax3d/projects/mobilenerf",
"arxiv": "https://arxiv.org/abs/2208.00277",
"special": "CVPR'23 (oral, best paper award finalist)",
"notes": [
"oral",
"best paper award finalist"
],
"authors": [
"Zhiqin Chen",
"Tom Funkhouser",
"Peter Hedman",
"Andrea Tagliasacchi"
]
},
{
"type": "conference",
"key": "kania2023blendfields",
"title": "BlendFields: Few-Shot Example-Driven Facial Modeling",
"authors": [
"Kacper Kania",
"Stephan J. Garbin",
"Andrea Tagliasacchi",
"Virginia Estellers",
"Kwang Moo Yi",
"Tomasz Trzcinski",
"Julien Valentin",
"Marek Kowalski"
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