Songwei Ge

According to our database, Songwei Ge authored at least 20 papers between 2018 and 2023.

Collaborative distances:

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

2023

Grounded Text-to-Image Synthesis with Attention Refocusing.

Quynh Phung, Songwei Ge, Jia-Bin Huang

CoRR, 2023

Preserve Your Own Correlation: A Noise Prior for Video Diffusion Models.

Songwei Ge, Seungjun Nah, Guilin Liu, Tyler Poon, Andrew Tao, Bryan Catanzaro, David Jacobs, Jia-Bin Huang, Ming-Yu Liu, Yogesh Balaji

CoRR, 2023

Text-driven Visual Synthesis with Latent Diffusion Prior.

Ting-Hsuan Liao, Songwei Ge, Yiran Xu, Yao-Chih Lee, Badour AlBahar, Jia-Bin Huang

CoRR, 2023

Expressive Text-to-Image Generation with Rich Text.

Songwei Ge, Taesung Park, Jun-Yan Zhu, Jia-Bin Huang

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

Preserve Your Own Correlation: A Noise Prior for Video Diffusion Models.

Songwei Ge, Seungjun Nah, Guilin Liu, Tyler Poon, Andrew Tao, Bryan Catanzaro, David Jacobs, Jia-Bin Huang, Ming-Yu Liu, Yogesh Balaji

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

Hyperbolic Contrastive Learning for Visual Representations beyond Objects.

Songwei Ge, Shlok Mishra, Simon Kornblith, Chun-Liang Li, David Jacobs

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

MUGEN: A Playground for Video-Audio-Text Multimodal Understanding and GENeration.

Thomas Hayes, Songyang Zhang, Xi Yin, Guan Pang, Sasha Sheng, Harry Yang, Songwei Ge, Qiyuan Hu, Devi Parikh

Proceedings of the Computer Vision - ECCV 2022, 2022

Long Video Generation with Time-Agnostic VQGAN and Time-Sensitive Transformer.

Songwei Ge, Thomas Hayes, Harry Yang, Xi Yin, Guan Pang, David Jacobs, Jia-Bin Huang, Devi Parikh

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Shift Invariance Can Reduce Adversarial Robustness.

Vasu Singla, Songwei Ge, Ronen Basri, David W. Jacobs

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Robust Contrastive Learning Using Negative Samples with Diminished Semantics.

Songwei Ge, Shlok Mishra, Chun-Liang Li, Haohan Wang, David Jacobs

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Creative Sketch Generation.

Songwei Ge, Vedanuj Goswami, Larry Zitnick, Devi Parikh

Proceedings of the 9th International Conference on Learning Representations, 2021

Visual Conceptual Blending with Large-Scale Language and Vision Models.

Songwei Ge, Devi Parikh

Proceedings of the Twelfth International Conference on Computational Creativity, 2021

2020

Supervised Adversarial Alignment of Single-Cell RNA-seq Data.

Songwei Ge, Haohan Wang, Amir Alavi, Eric P. Xing, Ziv Bar-Joseph

Proceedings of the Research in Computational Molecular Biology, 2020

2019

Learned Interpolation for 3D Generation.

Austin Dill, Songwei Ge, Eunsu Kang, Chun-Liang Li, Barnabás Póczos

CoRR, 2019

Getting Topology and Point Cloud Generation to Mesh.

Austin Dill, Chun-Liang Li, Songwei Ge, Eunsu Kang

CoRR, 2019

Developing Creative AI to Generate Sculptural Objects.

Songwei Ge, Austin Dill, Eunsu Kang, Chun-Liang Li, Lingyao Zhang, Manzil Zaheer, Barnabás Póczos

CoRR, 2019

From Text to Sound: A Preliminary Study on Retrieving Sound Effects to Radio Stories.

Songwei Ge, Curtis Xuan, Ruihua Song, Chao Zou, Wei Liu, Jin Zhou

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Learning Robust Global Representations by Penalizing Local Predictive Power.

Haohan Wang, Songwei Ge, Zachary C. Lipton, Eric P. Xing

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Hallucinating Point Cloud into 3D Sculptural Object.

Chun-Liang Li, Eunsu Kang, Songwei Ge, Lingyao Zhang, Austin Dill, Manzil Zaheer, Barnabás Póczos

CoRR, 2018

Personalizing Search Results Using Hierarchical RNN with Query-aware Attention.

Songwei Ge, Zhicheng Dou, Zhengbao Jiang, Jian-Yun Nie, Ji-Rong Wen

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018