Boran Han

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 19

Top Topics

Diffusion Model

Complex Problem Solving

Visual Recognition

Top Venues

Publications

Haoyang Fang, Boran Han, Shuai Zhang, Su Zhou, Cuixiong Hu, Wen-Ming Ye
Data Augmentation for Object Detection via Controllable Diffusion Models. WACV (2024)
Yixin Chen, Shuai Zhang, Boran Han, Tong He, Bo Li
CaMML: Context-Aware Multimodal Learner for Large Models. CoRR (2024)
Boran Han, Shuai Zhang, Xingjian Shi, Markus Reichstein
Bridging Remote Sensors with Multisensor Geospatial Foundation Models. CoRR (2024)
Wenqi Jiang, Shuai Zhang, Boran Han, Jie Wang, Bernie Wang, Tim Kraska
PipeRAG: Fast Retrieval-Augmented Generation via Algorithm-System Co-design. CoRR (2024)
Yixin Chen, Shuai Zhang, Boran Han, Tong He, Bo Li
CaMML: Context-Aware Multimodal Learner for Large Models. ACL (1) (2024)
Dyah Adila, Shuai Zhang, Boran Han, Yuyang Wang
Discovering Bias in Latent Space: An Unsupervised Debiasing Approach. CoRR (2024)
Pei Chen, Boran Han, Shuai Zhang
CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem Solving. CoRR (2024)
Shikai Qiu, Boran Han, Danielle C. Maddix, Shuai Zhang, Yuyang Wang, Andrew Gordon Wilson
Transferring Knowledge from Large Foundation Models to Small Downstream Models. CoRR (2024)
Matthias Karlbauer, Danielle C. Maddix, Abdul Fatir Ansari, Boran Han, Gaurav Gupta, Yuyang Wang, Andrew Stuart, Michael W. Mahoney
Comparing and Contrasting Deep Learning Weather Prediction Backbones on Navier-Stokes and Atmospheric Dynamics. CoRR (2024)
Zhihan Gao, Xingjian Shi, Boran Han, Hao Wang, Xiaoyong Jin, Danielle C. Maddix, Yi Zhu, Mu Li, Yuyang Wang
PreDiff: Precipitation Nowcasting with Latent Diffusion Models. CoRR (2023)
Matías Mendieta, Boran Han, Xingjian Shi, Yi Zhu, Chen Chen, Mu Li
GFM: Building Geospatial Foundation Models via Continual Pretraining. CoRR (2023)
Yixin Chen, Shuai Zhang, Boran Han, Jiaya Jia
Lightweight In-Context Tuning for Multimodal Unified Models. CoRR (2023)
Boran Han
Wrapped Cauchy Distributed Angular Softmax for Long-Tailed Visual Recognition. CoRR (2023)
Matías Mendieta, Boran Han, Xingjian Shi, Yi Zhu, Chen Chen
Towards Geospatial Foundation Models via Continual Pretraining. ICCV (2023)
Boran Han
Wrapped Cauchy Distributed Angular Softmax for Long-Tailed Visual Recognition. ICML (2023)
Zhihan Gao, Xingjian Shi, Boran Han, Hao Wang, Xiaoyong Jin, Danielle C. Maddix, Yi Zhu, Mu Li, Yuyang Wang
PreDiff: Precipitation Nowcasting with Latent Diffusion Models. NeurIPS (2023)
Jiahe Wang, Boran Han
Defocus Deblur Microscopy via Head-to-Tail Cross-Scale Fusion. ICIP (2022)
Jiahe Wang, Boran Han
Defocus Deblur Microscopy via feature interactive coarse-to-fine network. CoRR (2022)
Boran Han, Jeremy Vila
A Robust End-to-end Method for Parametric Curve Tracing via Soft Cosine-similarity-based Objective Function. ICCVW (2021)
Boran Han, Yujun Zheng
→OH+H: A revisited study. J. Comput. Chem. 32 (16) (2011)