Chen, Junsong
- PixArt-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation
2024/03/07 by Junsong Chen, Jun Song Chen, Chen, Junsong +18 · 2 voices · 68 citations
Computer Science · #Advanced Data Compression Techniques #cs.CV
- SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers
2024/10/14 by Enze Xie, Xie, Enze, Junsong Chen +20 · 3 voices · 75 citations
Computer Science · #cs.CV
- PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis
2023/09/30 by Jun Song Chen, Jincheng Yu, Chen, Junsong +19 · 127 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
- PIXART-δ: Fast and Controllable Image Generation with Latent Consistency Models
2024/01/10 by Junsong Chen, Yue Wu, Chen, Junsong +13 · 1 voice · 20 citations
#cs.CV
- Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models
2024/10/14 by Junyu Chen, Han Cai, Chen, Junyu +15 · 49 citations
Computer Science · Medicine · #Advanced Data Compression Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Medical Imaging Techniques and Applications
- SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer
2025/01/30 by Xie, Enze, Chen, Junsong, Zhao, Yuyang +11 · 61 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- DeepAccident: A Motion and Accident Prediction Benchmark for V2X Autonomous Driving
2023/04/03 by Tianqi Wang, Wang, Tianqi, Suk-Min Kim +13 · 16 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Traffic and Road Safety
- HART: Efficient Visual Generation with Hybrid Autoregressive Transformer
2024/10/14 by Tang, Haotian, Wu, Yecheng, Yang, Shang +7 · 27 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- A Survey of Reasoning with Foundation Models
2023/12/17 by Sun, Jiankai, Zheng, Chuanyang, Xie, Enze +31 · 18 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation
2025/03/12 by Chen, Junsong, Xue, Shuchen, Zhao, Yuyang +6 · 19 citations
#FOS: Computer and information sciences #Graphics (cs.GR)
- ARKitTrack: A New Diverse Dataset for Tracking Using Mobile RGB-D Data
2023/03/24 by Zhao, Haojie, Chen, Junsong, Wang, Lijun +1 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer
2025/09/29 by Junsong Chen, Yuyang Zhao, Chen, Junsong +35 · 18 citations
Computer Science · #Advanced Data Compression Techniques #Video Coding and Compression Technologies #Digital Filter Design and Implementation
- DC-AE 1.5: Accelerating Diffusion Model Convergence with Structured Latent Space
2025/08/01 by Chen, Junyu, Zou, Dongyun, He, Wenkun +4 · 13 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- MetaBEV: Solving Sensor Failures for BEV Detection and Map Segmentation
2023/04/19 by Chongjian Ge, Jun Song Chen, Ge, Chongjian +13 · 2 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
- Fast Training of Diffusion Transformer with Extreme Masking for 3D Point Clouds Generation
2023/12/12 by Mo, Shentong, Xie, Enze, Wu, Yue +3 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- DC-AR: Efficient Masked Autoregressive Image Generation with Deep Compression Hybrid Tokenizer
2025/07/07 by Wu, Yecheng, Chen, Junyu, Zhang, Zhuoyang +7 · 4 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences