Jiaming Song

Jiaming Song

Stanford University

H-index: 33

North America-United States

About Jiaming Song

Jiaming Song, With an exceptional h-index of 33 and a recent h-index of 33 (since 2020), a distinguished researcher at Stanford University, specializes in the field of Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Agg: Amortized generative 3d gaussians for single image to 3d

Affordance diffusion: Synthesizing hand-object interactions

Offline imitation learning with suboptimal demonstrations via relaxed distribution matching

Improved order analysis and design of exponential integrator for diffusion models sampling

Physdiff: Physics-guided human motion diffusion model

Diffcollage: Parallel generation of large content with diffusion models

Sphere2Vec: A general-purpose location representation learning over a spherical surface for large-scale geospatial predictions

A variational perspective on solving inverse problems with diffusion models

Jiaming Song Information

University

Position

___

Citations(all)

7840

Citations(since 2020)

7536

Cited By

1348

hIndex(all)

33

hIndex(since 2020)

33

i10Index(all)

56

i10Index(since 2020)

55

Email

University Profile Page

Stanford University

Google Scholar

View Google Scholar Profile

Jiaming Song Skills & Research Interests

Machine Learning

Top articles of Jiaming Song

Title

Journal

Author(s)

Publication Date

Agg: Amortized generative 3d gaussians for single image to 3d

arXiv preprint arXiv:2401.04099

Dejia Xu

Ye Yuan

Morteza Mardani

Sifei Liu

Jiaming Song

...

2024/1/8

Affordance diffusion: Synthesizing hand-object interactions

Yufei Ye

Xueting Li

Abhinav Gupta

Shalini De Mello

Stan Birchfield

...

2023

Offline imitation learning with suboptimal demonstrations via relaxed distribution matching

Proceedings of the AAAI conference on artificial intelligence

Lantao Yu

Tianhe Yu

Jiaming Song

Willie Neiswanger

Stefano Ermon

2023/6/26

Improved order analysis and design of exponential integrator for diffusion models sampling

arXiv preprint arXiv:2308.02157

Qinsheng Zhang

Jiaming Song

Yongxin Chen

2023/8/4

Physdiff: Physics-guided human motion diffusion model

Ye Yuan

Jiaming Song

Umar Iqbal

Arash Vahdat

Jan Kautz

2023

Diffcollage: Parallel generation of large content with diffusion models

Qinsheng Zhang

Jiaming Song

Xun Huang

Yongxin Chen

Ming-Yu Liu

2023/6/17

Sphere2Vec: A general-purpose location representation learning over a spherical surface for large-scale geospatial predictions

ISPRS Journal of Photogrammetry and Remote Sensing

Gengchen Mai

Yao Xuan

Wenyun Zuo

Yutong He

Jiaming Song

...

2023/8/1

A variational perspective on solving inverse problems with diffusion models

arXiv preprint arXiv:2305.04391

Morteza Mardani

Jiaming Song

Jan Kautz

Arash Vahdat

2023/5/7

Diffit: Diffusion vision transformers for image generation

arXiv preprint arXiv:2312.02139

Ali Hatamizadeh

Jiaming Song

Guilin Liu

Jan Kautz

Arash Vahdat

2023/12/4

SIGGRAPH 2023 Course on Diffusion Models

Chenlin Meng

Jiaming Song

Shuang Li

Jun-Yan Zhu

Stefano Ermon

...

2023/7/24

Seer: Language instructed video prediction with latent diffusion models

arXiv preprint arXiv:2303.14897

Xianfan Gu

Chuan Wen

Weirui Ye

Jiaming Song

Yang Gao

2023/3/27

Smrd: Sure-based robust mri reconstruction with diffusion models

Batu Ozturkler

Chao Liu

Benjamin Eckart

Morteza Mardani

Jiaming Song

...

2023/10/1

Loss-guided diffusion models for plug-and-play controllable generation

Jiaming Song

Qinsheng Zhang

Hongxu Yin

Morteza Mardani

Ming-Yu Liu

...

2023/7/3

Score-based diffusion models in function space

arXiv preprint arXiv:2302.07400

Jae Hyun Lim

Nikola B Kovachki

Ricardo Baptista

Christopher Beckham

Kamyar Azizzadenesheli

...

2023/2/14

Csp: Self-supervised contrastive spatial pre-training for geospatial-visual representations

Gengchen Mai

Ni Lao

Yutong He

Jiaming Song

Stefano Ermon

2023/7/3

SSIF: Learning Continuous Image Representation for Spatial-Spectral Super-Resolution

arXiv preprint arXiv:2310.00413

Gengchen Mai

Ni Lao

Weiwei Sun

Yuchi Ma

Jiaming Song

...

2023/9/30

Experience replay with likelihood-free importance weights

Samarth Sinha

Jiaming Song

Animesh Garg

Stefano Ermon

2022/6/23

ediff-i: Text-to-image diffusion models with an ensemble of expert denoisers

arXiv preprint arXiv:2211.01324

Yogesh Balaji

Seungjun Nah

Xun Huang

Arash Vahdat

Jiaming Song

...

2022/11/2

Dual diffusion implicit bridges for image-to-image translation

arXiv preprint arXiv:2203.08382

Xuan Su

Jiaming Song

Chenlin Meng

Stefano Ermon

2022/3/16

Pseudoinverse-guided diffusion models for inverse problems

Jiaming Song

Arash Vahdat

Morteza Mardani

Jan Kautz

2022/9/29

See List of Professors in Jiaming Song University(Stanford University)

Co-Authors

H-index: 76
Stefano Ermon

Stefano Ermon

Stanford University

H-index: 76
Noah D. Goodman

Noah D. Goodman

Stanford University

H-index: 75
Jun Zhu

Jun Zhu

Tsinghua University

H-index: 40
Dorsa Sadigh

Dorsa Sadigh

Stanford University

H-index: 31
Yuhuai(Tony) Wu

Yuhuai(Tony) Wu

University of Toronto

H-index: 26
Ning Chen

Ning Chen

Tsinghua University

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