Shiyuan Huang

According to our database, Shiyuan Huang authored at least 17 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A General Framework for Model Adaptation to Meet Practical Constraints in Computer Vision

Shiyuan Huang

PhD thesis, 2024

WIDIn: Wording Image for Domain-Invariant Representation in Single-Source Domain Generalization.

Jiawei Ma, Yulei Niu, Shiyuan Huang, Guangxing Han, Shih-Fu Chang

CoRR, 2024

Personalized Video Comment Generation.

Xudong Lin, Ali Zare, Shiyuan Huang, Ming-Hsuan Yang, Shih-Fu Chang, Li Zhang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

Characterizing Video Question Answering with Sparsified Inputs.

Shiyuan Huang, Robinson Piramuthu, Vicente Ordonez, Shih-Fu Chang, Gunnar A. Sigurdsson

CoRR, 2023

TempCLR: Temporal Alignment Representation with Contrastive Learning.

Yuncong Yang, Jiawei Ma, Shiyuan Huang, Long Chen, Xudong Lin, Guangxing Han, Shih-Fu Chang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection.

Jiawei Ma, Yulei Niu, Jincheng Xu, Shiyuan Huang, Guangxing Han, Shih-Fu Chang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Supervised Masked Knowledge Distillation for Few-Shot Transformers.

Han Lin, Guangxing Han, Jiawei Ma, Shiyuan Huang, Xudong Lin, Shih-Fu Chang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval.

Xudong Lin, Simran Tiwari, Shiyuan Huang, Manling Li, Mike Zheng Shou, Heng Ji, Shih-Fu Chang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Multimodal Few-Shot Object Detection with Meta-Learning Based Cross-Modal Prompting.

Guangxing Han, Jiawei Ma, Shiyuan Huang, Long Chen, Rama Chellappa, Shih-Fu Chang

CoRR, 2022

Few-Shot End-to-End Object Detection via Constantly Concentrated Encoding Across Heads.

Jiawei Ma, Guangxing Han, Shiyuan Huang, Yuncong Yang, Shih-Fu Chang

Proceedings of the Computer Vision - ECCV 2022, 2022

Video in 10 Bits: Few-Bit VideoQA for Efficiency and Privacy.

Shiyuan Huang, Robinson Piramuthu, Shih-Fu Chang, Gunnar A. Sigurdsson

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Task-Adaptive Negative Envision for Few-Shot Open-Set Recognition.

Shiyuan Huang, Jiawei Ma, Guangxing Han, Shih-Fu Chang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Few-Shot Object Detection with Fully Cross-Transformer.

Guangxing Han, Jiawei Ma, Shiyuan Huang, Long Chen, Shih-Fu Chang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment.

Guangxing Han, Shiyuan Huang, Jiawei Ma, Yicheng He, Shih-Fu Chang

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks.

Guangxing Han, Yicheng He, Shiyuan Huang, Jiawei Ma, Shih-Fu Chang

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Task-Adaptive Negative Class Envision for Few-Shot Open-Set Recognition.

Shiyuan Huang, Jiawei Ma, Guangxing Han, Shih-Fu Chang

CoRR, 2020

2019

Flow-Distilled IP Two-Stream Networks for Compressed Video Action Recognition.

Shiyuan Huang, Xudong Lin, Svebor Karaman, Shih-Fu Chang

CoRR, 2019