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ORCIDShiyuan Huang 0001
Person information
- affiliation: Columbia University, New York, NY, USA
Other persons with the same name
- Shiyuan Huang — disambiguation page
- Shiyuan Huang 0002
![[0000-0002-8062-714X]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-8062-714X")
— Eindhoven University of Technology, The Netherlands - Shiyuan Huang 0003 — Chongqing Jiaotong University, Chongqing, China
- Shiyuan Huang 0004 — Shanghai Jiao Tong University, Shanghai, China
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Books and Theses
- 2024
[b1]Shiyuan Huang:
A General Framework for Model Adaptation to Meet Practical Constraints in Computer Vision. Columbia University, USA, 2024
Conference and Workshop Papers
- 2024
- [c11]Xudong Lin, Ali Zare, Shiyuan Huang, Ming-Hsuan Yang, Shih-Fu Chang, Li Zhang:
Personalized Video Comment Generation. EMNLP (Findings) 2024: 16806-16820 - 2023
- [c10]Jiawei Ma, Yulei Niu, Jincheng Xu, Shiyuan Huang, Guangxing Han, Shih-Fu Chang:
DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection. CVPR 2023: 3208-3218 - [c9]Xudong Lin, Simran Tiwari, Shiyuan Huang, Manling Li, Mike Zheng Shou, Heng Ji, Shih-Fu Chang:
Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval. CVPR 2023: 14846-14855 - [c8]Han Lin, Guangxing Han, Jiawei Ma, Shiyuan Huang, Xudong Lin, Shih-Fu Chang:
Supervised Masked Knowledge Distillation for Few-Shot Transformers. CVPR 2023: 19649-19659 - [c7]Yuncong Yang, Jiawei Ma, Shiyuan Huang, Long Chen, Xudong Lin, Guangxing Han, Shih-Fu Chang:
TempCLR: Temporal Alignment Representation with Contrastive Learning. ICLR 2023 - 2022
- [c6]Guangxing Han, Shiyuan Huang, Jiawei Ma, Yicheng He, Shih-Fu Chang:
Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment. AAAI 2022: 780-789 - [c5]Guangxing Han, Jiawei Ma, Shiyuan Huang, Long Chen, Shih-Fu Chang:
Few-Shot Object Detection with Fully Cross-Transformer. CVPR 2022: 5311-5320 - [c4]Shiyuan Huang, Jiawei Ma, Guangxing Han, Shih-Fu Chang:
Task-Adaptive Negative Envision for Few-Shot Open-Set Recognition. CVPR 2022: 7161-7170 - [c3]Jiawei Ma, Guangxing Han, Shiyuan Huang, Yuncong Yang, Shih-Fu Chang:
Few-Shot End-to-End Object Detection via Constantly Concentrated Encoding Across Heads. ECCV (26) 2022: 57-73 - [c2]Shiyuan Huang, Robinson Piramuthu, Shih-Fu Chang, Gunnar A. Sigurdsson:
Video in 10 Bits: Few-Bit VideoQA for Efficiency and Privacy. ECCV Workshops (5) 2022: 738-754 - 2021
- [c1]Guangxing Han, Yicheng He, Shiyuan Huang, Jiawei Ma, Shih-Fu Chang:
Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks. ICCV 2021: 3243-3252
Informal and Other Publications
- 2024
- [i13]Jiawei Ma, Yulei Niu, Shiyuan Huang, Guangxing Han, Shih-Fu Chang:
WIDIn: Wording Image for Domain-Invariant Representation in Single-Source Domain Generalization. CoRR abs/2405.18405 (2024) - 2023
- [i12]Jiawei Ma, Yulei Niu, Jincheng Xu, Shiyuan Huang, Guangxing Han, Shih-Fu Chang:
DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection. CoRR abs/2303.09674 (2023) - [i11]Han Lin, Guangxing Han, Jiawei Ma, Shiyuan Huang, Xudong Lin, Shih-Fu Chang:
Supervised Masked Knowledge Distillation for Few-Shot Transformers. CoRR abs/2303.15466 (2023) - [i10]Shiyuan Huang, Robinson Piramuthu, Vicente Ordonez, Shih-Fu Chang, Gunnar A. Sigurdsson:
Characterizing Video Question Answering with Sparsified Inputs. CoRR abs/2311.16311 (2023) - 2022
- [i9]Guangxing Han, Jiawei Ma, Shiyuan Huang, Long Chen, Shih-Fu Chang:
Few-Shot Object Detection with Fully Cross-Transformer. CoRR abs/2203.15021 (2022) - [i8]Guangxing Han, Jiawei Ma, Shiyuan Huang, Long Chen, Rama Chellappa, Shih-Fu Chang:
Multimodal Few-Shot Object Detection with Meta-Learning Based Cross-Modal Prompting. CoRR abs/2204.07841 (2022) - [i7]Xudong Lin, Simran Tiwari, Shiyuan Huang, Manling Li, Mike Zheng Shou, Heng Ji, Shih-Fu Chang:
Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval. CoRR abs/2206.02082 (2022) - [i6]Shiyuan Huang, Robinson Piramuthu, Shih-Fu Chang, Gunnar A. Sigurdsson:
Video in 10 Bits: Few-Bit VideoQA for Efficiency and Privacy. CoRR abs/2210.08391 (2022) - [i5]Yuncong Yang, Jiawei Ma, Shiyuan Huang, Long Chen, Xudong Lin, Guangxing Han, Shih-Fu Chang:
TempCLR: Temporal Alignment Representation with Contrastive Learning. CoRR abs/2212.13738 (2022) - 2021
- [i4]Guangxing Han, Shiyuan Huang, Jiawei Ma, Yicheng He, Shih-Fu Chang:
Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment. CoRR abs/2104.07719 (2021) - [i3]Guangxing Han, Yicheng He, Shiyuan Huang, Jiawei Ma, Shih-Fu Chang:
Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks. CoRR abs/2112.09791 (2021) - 2020
- [i2]Shiyuan Huang, Jiawei Ma, Guangxing Han, Shih-Fu Chang:
Task-Adaptive Negative Class Envision for Few-Shot Open-Set Recognition. CoRR abs/2012.13073 (2020) - 2019
- [i1]Shiyuan Huang, Xudong Lin, Svebor Karaman, Shih-Fu Chang:
Flow-Distilled IP Two-Stream Networks for Compressed Video Action Recognition. CoRR abs/1912.04462 (2019)
Coauthor Index
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