Songwei Ge

1. Cosmos World Foundation Model Platform for Physical AI
   2025/01/07 by NVIDIA, Niket Agarwal, : +151 · 208 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
2. Long Video Generation with Time-Agnostic VQGAN and Time-Sensitive Transformer
   2022/04/07 by Songwei Ge, Ge, Songwei, Thomas Hayes +13 · 25 citations
   Computer Science · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization
3. Grounded Text-to-Image Synthesis with Attention Refocusing
   2023/06/08 by Quynh Phung, Songwei Ge, Phung, Quynh +3 · 25 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction
4. Preserve Your Own Correlation: A Noise Prior for Video Diffusion Models
   2023/05/17 by Songwei Ge, Ge, Songwei, Seungjun Nah +17 · 15 citations
   Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Human Pose and Action Recognition #Machine Learning (cs.LG)
5. Hyperbolic Contrastive Learning for Visual Representations beyond Objects
   2022/12/01 by Songwei Ge, Ge, Songwei, Shlok Kumar Mishra +7 · 11 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
6. Expressive Text-to-Image Generation with Rich Text
   2023/04/13 by Songwei Ge, Ge, Songwei, Taesung Park +5 · 7 citations
   Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Machine Learning (cs.LG) #Video Analysis and Summarization
7. Creative Sketch Generation
   2020/11/19 by Songwei Ge, Ge, Songwei, Vedanuj Goswami +5 · 4 citations
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation
8. On the Content Bias in Fréchet Video Distance
   2024/04/18 by Songwei Ge, Ge, Songwei, Aniruddha Mahapatra +7 · 5 citations
   Computer Science · #Advanced Data Compression Techniques #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
9. Personalizing Search Results Using Hierarchical RNN with Query-aware Attention
   2019/08/20 by Songwei Ge, Ge, Songwei, Zhicheng Dou +7 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Topic Modeling #Web Data Mining and Analysis
10. Robust Contrastive Learning Using Negative Samples with Diminished Semantics
    2021/10/27 by Songwei Ge, Ge, Songwei, Shlok Kumar Mishra +7 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
11. MUGEN: A Playground for Video-Audio-Text Multimodal Understanding and GENeration
    2022/04/17 by Thomas Hayes, Hayes, Thomas, Songyang Zhang +15 · 1 citation
    Computer Science · #Music and Audio Processing #Multimodal Machine Learning Applications #Natural Language Processing Techniques
12. Illusion3D: 3D Multiview Illusion with 2D Diffusion Priors
    2024/12/12 by Yue Feng, Feng, Yue, Vaibhav Sanjay +8 · 1 citation
    Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences