Scholar
Sherry X. Chen
Google Scholar ID: Lb5eUYMAAAAJ
Computer Science, UC Santa Barbara
Citations & Impact
Citations
35
H-index
3
i10-index
1
Publications
9
Co-authors
7
list available
Publications
Resume (English only)
Academic Achievements
- ADIEE: Automatic Dataset Creation and Scorer for Instruction-Guided Image Editing Evaluation, ICCV 2025
- Instruct-CLIP: Improving Instruction-Guided Image Editing with Automated Data Refinement Using Contrastive Learning, CVPR 2025
- SiCo: An Interactive Size-Controllable Virtual Try-On Approach for Informed Decision-Making, DIS 2025 (Honorable Mention)
- AID-AppEAL: Automatic Image Dataset and Algorithm for Content Appeal Enhancement and Assessment Labeling, ECCV 2024
- TiNO-Edit: Timestep and Noise Optimization for Robust Diffusion-Based Image Editing, CVPR 2024
- EChat: An Emotion-Aware Adaptive UI for a Messaging App, UIST 2023
- Pair DETR: Toward Faster Convergent DETR, ICASSP 2023
- PatchTrack: Multiple Object Tracking Using Frame Patches, arXiv 2022
- IntoTheVideos: Exploration of Dynamic 3D Space Reconstruction From Single Sports Videos, UIST 2021
Research Experience
- Worked on multiple research projects during her Ph.D. at UC Santa Barbara and currently works as a Software Engineer at Motional.
Education
- Ph.D. in Computer Science from UC Santa Barbara, co-advised by Prof. Pradeep Sen and Prof. Misha Sra; Double B.S. degrees in Computer Science and Applied & Computational Mathematical Sciences (ACMS) from the University of Washington.
Background
- Research interests: Machine Learning, Computer Vision, Human-Computer Interaction, with a focus on multi-modal image analysis and generation (GenAI). Currently working as a Software Engineer at Motional, focusing on data mining for autonomous driving using vision-language models (VLMs).
Miscellany
- Contact information includes email, resume link, LinkedIn, Google Scholar, and GitHub.
