Hao Tang
Robotics Institute, Carnegie Mellon University
Office: Smith Hall, 5000 Forbes Av,
Pittsburgh, PA 15213, USA🇺🇸
Email: bjdxtanghao@gmail.com
Hey, thanks for stopping by! 👋
I am currently a postdoctoral fellow at the Robotics Institute, Carnegie Mellon University, USA🇺🇸, working under the guidance of Prof. Fernando De la Torre. Before this, I held a postdoctoral position at the Computer Vision Lab, ETH Zürich, Switzerland🇨🇭, under the supervision of Prof. Radu Timofte and Prof. Luc Van Gool. My academic journey includes earning a master’s degree from the School of Electronics and Computer Engineering, Peking University, China🇨🇳, under the mentorship of Prof. Hong Liu, and completing my Ph.D. studies with the Multimedia and Human Understanding Group, University of Trento, Italy🇮🇹, under the mentorship of Prof. Nicu Sebe. Additionally, I had the privilege of being a visiting scholar in the Department of Engineering Science at the University of Oxford, UK🇬🇧, under the guidance of Prof. Philip Torr. Furthermore, I undertook a visiting internship at the IIAI, UAE🇦🇪, under the supervision of Prof. Ling Shao.
My research interests are AIGC, AI4Science, machine learning, and computer vision. Specifically, I focus on:
- Generative AI (GANs, diffusion models) and its applications (e.g., image generation, image translation, text-to-image synthesis/editing, person image synthesis, semantic image synthesis, style transfer, video generation, graph-based generation)
- Efficient AI (e.g., pruning, distillation, quantization, NAS)
- Large language model (LLM)
- AI for Science
- Multi-modalities (e.g., audio-to-video synthesis, language-vision model)
- Low-level vision (image/video restoration, super-resolution, denoising, deblurring, HDR deghosting)
- High-level vision (depth estimation, segmentation, detection, recognition)
- 3D vision (e.g., nerf, 3D-aware image/video generation, object reconstruction/generation, 3D pose transfer)
- Medical image enhancement and analysis
- Point cloud registration and segmentation
- Human pose estimation and motion prediction
- Network robustness and interpretability
Position Openings
If this resonates with you, we are actively hiring.
For prospective collaborators, we have multiple positions for Postdoc/Ph.D./Master/Intern researchers. If you are interested in joining/visitng our lab or remotely working with us, please email me with your self-introduction, the project of interest (what is the problem you are trying to solve? and how are you trying to solve this problem (be as specific as possible)?), transcript, and CV to bjdxtanghao@gmail.com.
News
| 2024-02 | We have 7 papers (Explanation for ViT + Faithfulness of ViT + Diffusion Policy for Versatile Navigation + Subject-Driven Generation [Final rating: 455] + Diffusion Model for 3D Hand Pose Estimation + Adversarial Learning for 3D Pose Transfer + Efficient Diffusion Distillation [224->235]) accepted to CVPR 2024. | 2024-01 | We have 1 paper (Architectural Layout Generation) accepted to TPAMI 2024. | 2023-12 | We have 1 paper (Sign Pose Sequence Generation) accepted to AAAI 2024. | 2023-10 | We have 4 papers (BEV Perception + Efficient ViT + 3D Motion Transfer + Graph Distillation) accepted to NeurIPS 2023. | 2023-07 | We have 1 paper (Semantic Image Synthesis) accepted to TPAMI 2023. | 2023-06 | We have 1 paper (Visible-Infrared Person Re-ID) accepted to ICCV 2023. | 2023-05 | We have 2 papers (Image Restoration Dataset + 3D-Aware Video Generation) accepted to CVPRW 2023 and 1 paper (3D Face Generation) accepted to JSTSP. |
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| 2023-04 | We have 1 paper (Speed-Aware Object Detection) accepted to ICML 2023, 2 papers (Lottery Ticket Hypothesis for ViT + Zero-shot Character Recognition) accepted to IJCAI 2023, 1 paper (3D Human Pose Estimation) accepted to PR 2023, and 1 paper (SAR Target Recognition) accepted to TGRS 2023. |
| 2023-03 | We have 6 papers (HDR Deghosting + Point Cloud Registration + Graph-Constrained House Generation + Mathematical Architecture Design + Text-to-Image Synthesis + Efficient Semantic Segmentation) accepted to CVPR 2023. |
| 2023-02 | We have 3 papers (Camouflaged Object Detection + Brain Vessel Image Segmentation + Cross-View Image Translation) accepted to ICASSP 2023 and 1 paper (Camouflaged Object Detection) accepted to TCSVT. |
| 2023-01 | We have 1 paper (Semantic Image Synthesis) accepted to ICLR 2023 and 1 paper (Human Reaction Generation) accepted to TMM. |
| 2022-11 | We have 4 papers (Real-Time Segmentation + Wearable Design + Efficient ViT Training + Text-Guided Image Editing) accepted to AAAI 2023, 1 paper accepted (Person Pose and Facial Image Synthesis) to IJCV, 1 paper (Salient Object Detection) accepted to TIP, and 1 paper (Object Detection Transformer) accepted to TCSVT. |
| 2022-10 | We have 1 paper (Sinusoidal Neural Radiance Fields) accepted to BMVC 2022 and 1 paper (Guided Image-to-Image Translation) accepted to TPAMI. |
| 2022-09 | We have 1 paper (Facial Expression Translation) accepted to TAFFC and 1 paper (Ship Detection) accepted to TGRS. |
| 2022-07 | We have 5 papers (Real-Time SR + Video SR + Soft Token Pruning for ViT + 3D-Aware Human Synthesis + Video Semantic Segmentation) accepted to ECCV 2022, 1 paper (Gaze Correction and Animation) accepted to TIP, and 1 paper (Cross-view Panorama Image Synthesis) accepted to PR. |
| 2022-06 | We have 2 papers accepted to ACM MM 2022. |
| 2022-04 | We have 1 paper accepted to IJCAI 2022, 1 paper accepted to TGRS, and 1 paper accepted to TMM. |
| 2022-03 | We have 5 papers accepted to CVPR 2022, 1 paper accepted to TPAMI, and 1 paper accepted to TMM. |
| 2021-12 | We have 2 papers accepted to AAAI 2022. |
| 2021-11 | We have 1 paper accepted to TIP. |
| 2021-10 | We have 3 papers accepted to BMVC 2021. |
| 2021-08 | We have 1 paper accepted to TIP and 1 paper accepted to TNNLS. |
| 2021-07 | We have 2 papers accepted to ICCV 2021. |
| 2021-06 | We have 1 paper accepted to ACM MM 2021 and 1 paper accepted to TMM. |
| 2020-08 | We have 1 paper accepted to BMVC 2020, 2 papers accepted to ACM MM 2020, and 1 paper accepted to TIP. |
| 2020-07 | We have 1 paper accepted to ECCV 2020. |
| 2020-05 | We have 1 paper accepted to TNNLS and 1 paper accepted to TGRS. |
| 2020-02 | We have 1 paper accepted to CVPR 2020. |
| 2019-07 | We have 1 paper accepted to ACM MM 2019. |
| 2019-02 | We have 1 paper accepted to CVPR 2019. |
| 2018-06 | We have 1 paper accepted to ACM MM 2018. |
| 2018-02 | We have 1 paper accepted to CVPR 2018. |
| 2016-07 | We have 1 paper accepted to IJCAI 2016. |
| 2015-08 | We have 1 paper accepted to ACM MM 2015. |
Featured Publications
(Including NeurIPS, ICML, ICLR, CVPR, ICCV, ECCV, AAAI, IJCAI, ACM MM)
†Equal Contribution, *Corresponding Author(s)