Songwei Ge

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 35

Top Topics

Visual Representations

Hierarchically Organized

Diffusion Models

Top Venues

Publications

David McAllister, Songwei Ge, Jia-Bin Huang, David W. Jacobs, Alexei A. Efros, Aleksander Holynski, Angjoo Kanazawa
Rethinking Score Distillation as a Bridge Between Image Distributions. CoRR (2024)
Quynh Phung, Songwei Ge, Jia-Bin Huang
Coherent Zero-Shot Visual Instruction Generation. CoRR (2024)
Songwei Ge, Aniruddha Mahapatra, Gaurav Parmar, Jun-Yan Zhu, Jia-Bin Huang
On the Content Bias in Fr\'echet Video Distance. CoRR (2024)
Ting-Hsuan Liao, Songwei Ge, Yiran Xu, Yao-Chih Lee, Badour AlBahar, Jia-Bin Huang
Text-driven Visual Synthesis with Latent Diffusion Prior. CoRR (2023)
Quynh Phung, Songwei Ge, Jia-Bin Huang
Grounded Text-to-Image Synthesis with Attention Refocusing. CoRR (2023)
Songwei Ge, Seungjun Nah, Guilin Liu, Tyler Poon, Andrew Tao, Bryan Catanzaro, David Jacobs, Jia-Bin Huang, Ming-Yu Liu, Yogesh Balaji
Preserve Your Own Correlation: A Noise Prior for Video Diffusion Models. CoRR (2023)
Songwei Ge, Seungjun Nah, Guilin Liu, Tyler Poon, Andrew Tao, Bryan Catanzaro, David Jacobs, Jia-Bin Huang, Ming-Yu Liu, Yogesh Balaji
Preserve Your Own Correlation: A Noise Prior for Video Diffusion Models. ICCV (2023)
Songwei Ge, Taesung Park, Jun-Yan Zhu, Jia-Bin Huang
Expressive Text-to-Image Generation with Rich Text. CoRR (2023)
Songwei Ge, Taesung Park, Jun-Yan Zhu, Jia-Bin Huang
Expressive Text-to-Image Generation with Rich Text. ICCV (2023)
Songwei Ge, Shlok Mishra, Simon Kornblith, Chun-Liang Li, David Jacobs
Hyperbolic Contrastive Learning for Visual Representations beyond Objects. CVPR (2023)
Songwei Ge, Thomas Hayes, Harry Yang, Xi Yin, Guan Pang, David Jacobs, Jia-Bin Huang, Devi Parikh
Long Video Generation with Time-Agnostic VQGAN and Time-Sensitive Transformer. ECCV (17) (2022)
Thomas Hayes, Songyang Zhang, Xi Yin, Guan Pang, Sasha Sheng, Harry Yang, Songwei Ge, Qiyuan Hu, Devi Parikh
MUGEN: A Playground for Video-Audio-Text Multimodal Understanding and GENeration. CoRR (2022)
Songwei Ge, Thomas Hayes, Harry Yang, Xi Yin, Guan Pang, David Jacobs, Jia-Bin Huang, Devi Parikh
Long Video Generation with Time-Agnostic VQGAN and Time-Sensitive Transformer. CoRR (2022)
Songwei Ge, Shlok Mishra, Simon Kornblith, Chun-Liang Li, David Jacobs
Hyperbolic Contrastive Learning for Visual Representations beyond Objects. CoRR (2022)
Thomas Hayes, Songyang Zhang, Xi Yin, Guan Pang, Sasha Sheng, Harry Yang, Songwei Ge, Qiyuan Hu, Devi Parikh
MUGEN: A Playground for Video-Audio-Text Multimodal Understanding and GENeration. ECCV (8) (2022)
Songwei Ge, Vedanuj Goswami, Larry Zitnick, Devi Parikh
Creative Sketch Generation. ICLR (2021)
Songwei Ge, Devi Parikh
Visual Conceptual Blending with Large-scale Language and Vision Models. CoRR (2021)
Songwei Ge, Haohan Wang, Amir Alavi, Eric P. Xing, Ziv Bar-Joseph
Supervised Adversarial Alignment of Single-Cell RNA-seq Data. J. Comput. Biol. 28 (5) (2021)
Songwei Ge, Shlok Mishra, Haohan Wang, Chun-Liang Li, David W. Jacobs
Robust Contrastive Learning Using Negative Samples with Diminished Semantics. CoRR (2021)
Songwei Ge, Devi Parikh
Visual Conceptual Blending with Large-Scale Language and Vision Models. ICCC (2021)
Songwei Ge, Vasu Singla, Ronen Basri, David W. Jacobs
Shift Invariance Can Reduce Adversarial Robustness. CoRR (2021)
Songwei Ge, Shlok Mishra, Chun-Liang Li, Haohan Wang, David Jacobs
Robust Contrastive Learning Using Negative Samples with Diminished Semantics. NeurIPS (2021)
Vasu Singla, Songwei Ge, Ronen Basri, David W. Jacobs
Shift Invariance Can Reduce Adversarial Robustness. NeurIPS (2021)
Songwei Ge, Vedanuj Goswami, C. Lawrence Zitnick, Devi Parikh
Creative Sketch Generation. CoRR (2020)
Songwei Ge, Haohan Wang, Amir Alavi, Eric P. Xing, Ziv Bar-Joseph
Supervised Adversarial Alignment of Single-Cell RNA-seq Data. RECOMB (2020)
Austin Dill, Chun-Liang Li, Songwei Ge, Eunsu Kang
Getting Topology and Point Cloud Generation to Mesh. CoRR (2019)
Haohan Wang, Songwei Ge, Eric P. Xing, Zachary C. Lipton
Learning Robust Global Representations by Penalizing Local Predictive Power. CoRR (2019)
Austin Dill, Songwei Ge, Eunsu Kang, Chun-Liang Li, Barnabás Póczos
Learned Interpolation for 3D Generation. CoRR (2019)
Songwei Ge, Zhicheng Dou, Zhengbao Jiang, Jian-Yun Nie, Ji-Rong Wen
Personalizing Search Results Using Hierarchical RNN with Query-aware Attention. CoRR (2019)
Songwei Ge, Austin Dill, Eunsu Kang, Chun-Liang Li, Lingyao Zhang, Manzil Zaheer, Barnabás Póczos
Developing Creative AI to Generate Sculptural Objects. CoRR (2019)
Haohan Wang, Songwei Ge, Zachary C. Lipton, Eric P. Xing
Learning Robust Global Representations by Penalizing Local Predictive Power. NeurIPS (2019)
Songwei Ge, Curtis Xuan, Ruihua Song, Chao Zou, Wei Liu, Jin Zhou
From Text to Sound: A Preliminary Study on Retrieving Sound Effects to Radio Stories. CoRR (2019)
Songwei Ge, Curtis Xuan, Ruihua Song, Chao Zou, Wei Liu, Jin Zhou
From Text to Sound: A Preliminary Study on Retrieving Sound Effects to Radio Stories. SIGIR (2019)
Chun-Liang Li, Eunsu Kang, Songwei Ge, Lingyao Zhang, Austin Dill, Manzil Zaheer, Barnabás Póczos
Hallucinating Point Cloud into 3D Sculptural Object. CoRR (2018)
Songwei Ge, Zhicheng Dou, Zhengbao Jiang, Jian-Yun Nie, Ji-Rong Wen
Personalizing Search Results Using Hierarchical RNN with Query-aware Attention. CIKM (2018)