DL
Daochang Liu
cs.CVcs.AIeess.IVArtificial IntelligenceBenchmarkingClinical CompetenceClinical dataComputer Simulationcs.LGcs.RO
On Valency
published · living versionsW_4s92x9ps·v1 · currentpublished
ScIntBench: Physical Interaction Plausibility in 3D Scene Generation
with Wendi Ying, Leonid Sigal, Ajmal Saeed Mian
1 version
Preprints & journals
26 papers in the corpus · 2018–2026Agentic Video Understanding: A Survey2609.31713v2 · Xinyu Deng, Siwen Luo, Daochang Liu2026 · 0 citationsarXiv
Improved Residual Learning in Diffusion Models.42081429 · Zhang, Junyu, Liu, Daochang, Park, Eunbyung et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(9):10991-11006
StellaVLA: In-Context Structured Demonstration for Generalizable Vision-Language-Action Models2608.11671v1 · Siyu Xu, Yunke Wang, Zijian Wang et al.2026 · 0 citationsarXiv
Multi-scale Coarse-to-fine Modeling for Test-time Human Motion Control2605.14935v1 · Nhat Le, Daochang Liu, Anh Nguyen et al.2026 · 0 citationsarXiv
Rethinking Visual Autoregressive Sampling with Information-Grounding Guidance2509.23876v3 · Ky Dan Nguyen, Hoang Lam Tran, Anh-Dung Dinh et al.2025 · 0 citationsarXiv
Rest2Visual: Predicting Visually Evoked fMRI from Resting-State Scans2509.13612v1 · Chuyang Zhou, Ziao Ji, Daochang Liu et al.2025 · 0 citationsarXiv
Enhancing Privacy-Utility Trade-offs to Mitigate Memorization in Diffusion Models2504.18032v1 · Chen Chen, Daochang Liu, Mubarak Shah et al.2025 · 2 citationsarXiv
Generative Physical AI in Vision: A Survey2501.10928v2 · Daochang Liu, Junyu Zhang, Anh-Dung Dinh et al.2025 · 3 citationsarXiv
DiffAct++: Diffusion Action Segmentation.40030562 · Liu, Daochang, Li, Qiyue, Dinh, Anh-Dung et al.2025 · 14 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;PP
Exploring Local Memorization in Diffusion Models via Bright Ending Attention2410.21665v2 · Chen Chen, Daochang Liu, Mubarak Shah et al.2024 · 0 citationsarXiv
Investigating Memorization in Video Diffusion Models2410.21669v2 · Chen Chen, Enhuai Liu, Daochang Liu et al.2024 · 0 citationsarXiv
Compress Guidance in Conditional Diffusion Sampling2408.11194v2 · Anh-Dung Dinh, Daochang Liu, Chang Xu2024 · 0 citationsarXiv
Surgical Triplet Recognition via Diffusion Model2406.13210v2 · Daochang Liu, Axel Hu, Mubarak Shah et al.2024 · 1 citationarXiv
Towards Memorization-Free Diffusion Models2404.00922v1 · Chen Chen, Daochang Liu, Chang Xu2024 · 14 citationsarXiv
CollagePrompt: A Benchmark for Budget-Friendly Visual Recognition with GPT-4V2403.11468v2 · Siyu Xu, Yunke Wang, Daochang Liu et al.2024 · 1 citationarXiv
Learning Degradation-Robust Spatiotemporal Frequency-Transformer for Video Super-Resolution.37669199 · Qiu, Zhongwei, Yang, Huan, Fu, Jianlong et al.2023 · 16 citationsIEEE transactions on pattern analysis and machine intelligence. 2023;45(12):14888-14904
Efficient Transfer Learning in Diffusion Models via Adversarial Noise2308.11948v1 · Xiyu Wang, Baijiong Lin, Daochang Liu et al.2023 · 1 citationarXiv
Diffusion Action Segmentation2303.17959v2 · Daochang Liu, Qiyue Li, AnhDung Dinh et al.2023 · 102 citationsarXiv
Two-in-one Knowledge Distillation for Efficient Facial Forgery Detection2302.10437v1 · Chuyang Zhou, Jiajun Huang, Daochang Liu et al.2023 · 0 citationsarXiv
Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark.36889206 · Wagner, Martin, Müller-Stich, Beat-Peter, Kisilenko, Anna et al.2023 · 107 citationsMedical image analysis. 2023;86:102770
Calibrating a Deep Neural Network with Its Predecessors2302.06245v2 · Linwei Tao, Minjing Dong, Daochang Liu et al.2023 · 4 citationsarXiv
Learning Spatiotemporal Frequency-Transformer for Low-Quality Video Super-Resolution2212.14046v1 · Zhongwei Qiu, Huan Yang, Jianlong Fu et al.2022 · 0 citationsarXiv
Towards Unified Surgical Skill Assessment2106.01035v1 · Daochang Liu, Qiyue Li, Tingting Jiang et al.2021 · 102 citationsarXiv
Clearness of operating field: a surrogate for surgical skills on in vivo clinical data.33044734 · Liu, Daochang, Jiang, Tingting, Wang, Yizhou et al.2021 · 11 citationsInternational journal of computer assisted radiology and surgery. 2020;15(11):1817-1824
Unsupervised Surgical Instrument Segmentation via Anchor Generation and Semantic Diffusion2008.11946v1 · Daochang Liu, Yuhui Wei, Tingting Jiang et al.2020 · 36 citationsarXiv
Deep Reinforcement Learning for Surgical Gesture Segmentation and Classification1806.08089v1 · Daochang Liu, Tingting Jiang2018 · 69 citationsarXiv
Career total: 38 works. 26 are in this corpus.
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