Pengsheng Guo

According to our database, Pengsheng Guo authored at least 13 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Bridging Diffusion Models and 3D Representations: A 3D Consistent Super-Resolution Framework.

Yi-Ting Chen, Ting-Hsuan Liao, Pengsheng Guo, Alexander Schwing, Jia-Bin Huang

CoRR, August, 2025

Apple Intelligence Foundation Language Models: Tech Report 2025.

Hanzhi Zhou, Erik Hornberger, Pengsheng Guo, Xiyou Zhou, Saiwen Wang, Xin Wang, Yifei He, Xuankai Chang, Rene Rauch, Louis D'hauwe, John Peebles, Alec Doane, Kohen Chia, Jenna Thibodeau, Zi-Yi Dou, Yuanyang Zhang, Ruoming Pang, Reed Li, Zhifeng Chen, Jeremy Warner, Zhaoyang Xu, Sophy Lee, David Mizrahi, Ramsey Tantawi, Chris Chaney, Kelsey Peterson, Jun Qin, Alex Dombrowski, Mira Chiang, Aiswarya Raghavan, Gerard Casamayor, Qibin Chen, Aonan Zhang, Nathalie Tran, Jianyu Wang, Hang Su, Thomas Voice, Alessandro Pappalardo, Brycen Wershing, Prasanth Yadla, Rui Li, Priyal Chhatrapati, Ismael Fernandez, Yusuf Goren, Xin Zheng, Forrest Huang, Tao Lei, Eray Yildiz, Alper Kokmen, Gokula Santhanam, Areeba Kamal, Kaan Elgin, Dian Ang Yap, Jeremy Liu, Peter Gray, Howard Xing, Kieran Liu, Matteo Ronchi, Moritz Schwarzer-Becker, Yun Zhu, Mandana Saebi, Jeremy Snow, David Griffiths, Guillaume Tartavel, Erin Feldman, Simon Lehnerer, Fernando Bermúdez-Medina, Hans Han, Joe Zhou, Xiaoyi Ren, Sujeeth Reddy, Zirui Wang, Tom Gunter, Albert Antony, Yuanzhi Li, John Dennison, Tony Sun, Yena Han, Yi Qin, Sam Davarnia, Jeffrey P. Bigham, Wayne Shan, Hannah Gillis Coleman, Guillaume Klein, Peng Liu, Muyang Yu, Jack Cackler, Yuan Gao, Crystal Xiao, Binazir Karimzadeh, Zhengdong Zhang, Felix Bai, Albin Madappally Jose, Feng Nan, Nazir Kamaldin, Dong Yin, Hans Hao, Yanchao Sun, Yi Hua, Charles Maalouf

CoRR, July, 2025

CommVQ: Commutative Vector Quantization for KV Cache Compression.

Junyan Li, Yang Zhang, Muhammad Yusuf Hassan, Talha Chafekar, Tianle Cai, Zhile Ren, Pengsheng Guo, Foroozan Karimzadeh, Colorado Reed, Chong Wang, Chuang Gan

CoRR, June, 2025

Variational Rectified Flow Matching.

Pengsheng Guo, Alexander G. Schwing

CoRR, February, 2025

2024

On Inductive Biases That Enable Generalization of Diffusion Transformers.

Jie An, De Wang, Pengsheng Guo, Jiebo Luo, Alexander G. Schwing

CoRR, 2024

2023

StableDreamer: Taming Noisy Score Distillation Sampling for Text-to-3D.

Pengsheng Guo, Hans Hao, Adam Caccavale, Zhongzheng Ren, Edward Zhang, Qi Shan, Aditya Sankar, Alexander G. Schwing, Alex Colburn, Fangchang Ma

CoRR, 2023

CVRecon: Rethinking 3D Geometric Feature Learning For Neural Reconstruction.

Ziyue Feng, Leon Yang, Pengsheng Guo, Bing Li

CoRR, 2023

CVRecon: Rethinking 3D Geometric Feature Learning For Neural Reconstruction.

Ziyue Feng, Liang Yang, Pengsheng Guo, Bing Li

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Fast and Explicit Neural View Synthesis.

Pengsheng Guo, Miguel Ángel Bautista, Alex Colburn, Liang Yang, Daniel Ulbricht, Joshua M. Susskind, Qi Shan

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

GAUDI: A Neural Architect for Immersive 3D Scene Generation.

Miguel Ángel Bautista, Pengsheng Guo, Samira Abnar, Walter Talbott, Alexander Toshev, Zhuoyuan Chen, Laurent Dinh, Shuangfei Zhai, Hanlin Goh, Daniel Ulbricht, Afshin Dehghan, Joshua M. Susskind

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

MetricOpt: Learning To Optimize Black-Box Evaluation Metrics.

Chen Huang, Shuangfei Zhai, Pengsheng Guo, Josh M. Susskind

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Learning to Branch for Multi-Task Learning.

Pengsheng Guo, Chen-Yu Lee, Daniel Ulbricht

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Adaptive Variance for Changing Sparse-Reward Environments.

Xingyu Lin, Pengsheng Guo, Carlos Florensa, David Held

Proceedings of the International Conference on Robotics and Automation, 2019