Shoufa Chen
15 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (28) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Dynamic Duo
(13)
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Grand Slam
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Mega-Team Β· Squad
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Triple Crown
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Topic Evolution
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Century Club Β· Bronze
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Keyword Collector
(73)
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Unstoppable Β· Bronze
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Research topics
Deep Learning
(12)
Computer Vision
(9)
Models
(8)
Artificial Intelligence
(6)
Architectures
(5)
Core AI Β· Artificial Intelligence
(5)
Generation
(5)
Machine Learning
(4)
Analysis
(4)
Core Methods
(2)
Learning Types
(2)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Core AI Β· Computer Vision
(1)
Keywords
video generation
(4)
diffusion model
(3)
text-to-video generation
(3)
object detection
(3)
contrastive learning
(2)
text-to-image generation
(2)
image generation
(2)
image classification
(2)
diffusion transformer
(2)
flow matching
(2)
multi-task learning
(1)
video recognition
(1)
self-supervised learning
(1)
preference alignment
(1)
vision transformer
(1)
transfer learning
(1)
semantic segmentation
(1)
image editing
(1)
visual representation
(1)
code generation
(1)
Papers
FlashVideo: Flowing Fidelity to Detail for Efficient High-Resolution Video Generation
AAAI 2026
TUNA: Taming Unified Visual Representations for Native Unified Multimodal Models
CVPR 2026
ControlAR: Controllable Image Generation with Autoregressive Models
ICLR 2025
Goku: Flow Based Video Generative Foundation Models
CVPR 2025
Prompt-A-Video: Prompt Your Video Diffusion Model via Preference-Aligned LLM
ICCV 2025
FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing
ICLR 2024
GenTron: Diffusion Transformers for Image and Video Generation
CVPR 2024
RoboCodeX: Multimodal Code Generation for Robotic Behavior Synthesis
ICML 2024
DiffusionDet: Diffusion Model for Object Detection
ICCV 2023
Going Denser with Open-Vocabulary Part Segmentation
ICCV 2023
Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning
ICLR 2023
AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition
NeurIPS 2022
CtrlFormer: Learning Transferable State Representation for Visual Control via Transformer
ICML 2022
CycleMLP: A MLP-like Architecture for Dense Prediction
ICLR 2022
Watch Only Once: An End-to-End Video Action Detection Framework
ICCV 2021