Shiyuan Huang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 31

Top Topics

Object Detection

Invariant Representation

Action Recognition

Top Venues

Publications

Shiyuan Huang, Fangxin Liu, Tian Li, Zongwu Wang, Haomin Li, Li Jiang
TSTC: Enabling Efficient Training via Structured Sparse Tensor Compilation. ASPDAC (2024)
Jiawei Ma, Yulei Niu, Shiyuan Huang, Guangxing Han, Shih-Fu Chang
WIDIn: Wording Image for Domain-Invariant Representation in Single-Source Domain Generalization. CoRR (2024)
Shiyuan Huang, Robinson Piramuthu, Vicente Ordonez, Shih-Fu Chang, Gunnar A. Sigurdsson
Characterizing Video Question Answering with Sparsified Inputs. CoRR (2023)
Han Lin, Guangxing Han, Jiawei Ma, Shiyuan Huang, Xudong Lin, Shih-Fu Chang
Supervised Masked Knowledge Distillation for Few-Shot Transformers. CoRR (2023)
Shiyuan Huang, Siddarth Mamidanna, Shreedhar Jangam, Yilun Zhou, Leilani H. Gilpin
Can Large Language Models Explain Themselves? A Study of LLM-Generated Self-Explanations. CoRR (2023)
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 (2023)
Shiyuan Huang, Xiaofeng Zhang, Wenbing Yu, Xudong Li, Songyang Jin, Hongbo Du
A Theoretical and Experimental Investigation on the Fracture Mechanism of Center-Symmetric Closed Crack in Compacted Clay under Compression-Shear Loading. Symmetry 15 (8) (2023)
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)
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)
Shiyuan Huang, Xudong Li, Wenbing Yu, Xiaofeng Zhang, Hongbo Du
Effects of Support Friction on Mixed-Mode I/II Fracture Behavior of Compacted Clay Using Notched Deep Beam Specimens under Symmetric Fixed Support. Symmetry 15 (6) (2023)
Heqiu Song, Shiyuan Huang, Emilia I. Barakova, Jaap Ham, Panos Markopoulos
How Social Robots can Influence Motivation as Motivators in Learning: A Scoping Review. PETRA (2023)
Han Lin, Guangxing Han, Jiawei Ma, Shiyuan Huang, Xudong Lin, Shih-Fu Chang
Supervised Masked Knowledge Distillation for Few-Shot Transformers. CVPR (2023)
Yuncong Yang, Jiawei Ma, Shiyuan Huang, Long Chen, Xudong Lin, Guangxing Han, Shih-Fu Chang
TempCLR: Temporal Alignment Representation with Contrastive Learning. ICLR (2023)
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 (2022)
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)
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)
Guangxing Han, Jiawei Ma, Shiyuan Huang, Long Chen, Shih-Fu Chang
Few-Shot Object Detection with Fully Cross-Transformer. CVPR (2022)
Yuncong Yang, Jiawei Ma, Shiyuan Huang, Long Chen, Xudong Lin, Guangxing Han, Shih-Fu Chang
TempCLR: Temporal Alignment Representation with Contrastive Learning. CoRR (2022)
Shiyuan Huang, Jiawei Ma, Guangxing Han, Shih-Fu Chang
Task-Adaptive Negative Envision for Few-Shot Open-Set Recognition. CVPR (2022)
Guangxing Han, Jiawei Ma, Shiyuan Huang, Long Chen, Shih-Fu Chang
Few-Shot Object Detection with Fully Cross-Transformer. CoRR (2022)
Shiyuan Huang, Robinson Piramuthu, Shih-Fu Chang, Gunnar A. Sigurdsson
Video in 10 Bits: Few-Bit VideoQA for Efficiency and Privacy. CoRR (2022)
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)
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 (2022)
Guangxing Han, Yicheng He, Shiyuan Huang, Jiawei Ma, Shih-Fu Chang
Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks. ICCV (2021)
Guangxing Han, Yicheng He, Shiyuan Huang, Jiawei Ma, Shih-Fu Chang
Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks. CoRR (2021)
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 (2021)
Shiyuan Huang, Jiawei Ma, Guangxing Han, Shih-Fu Chang
Task-Adaptive Negative Class Envision for Few-Shot Open-Set Recognition. CoRR (2020)
Kai Kang, Andrey Ponomarev, Oleg Zerkal, Shiyuan Huang, Qigen Lin
Shallow Landslide Susceptibility Mapping in Sochi Ski-Jump Area Using GIS and Numerical Modelling. ISPRS Int. J. Geo Inf. 8 (3) (2019)
Shiyuan Huang, Xudong Lin, Svebor Karaman, Shih-Fu Chang
Flow-Distilled IP Two-Stream Networks for Compressed Video Action Recognition. CoRR (2019)
Wanjun Yu, Shiyuan Huang
Traceability of Food Safety Based on Block Chain and RFID Technology. ISCID (1) (2018)
Ji Dai, Shiyuan Huang, Truong Nguyen
Pyramid Structured Optical Flow Learning with Motion Cues. ICIP (2018)