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CVPR 2024 Tutorial List

Timezone: PDT
Edge AI in Action: Practical Approaches to Developing and Deploying Optimized Models
Fabricio Narcizo · Elizabete Munzlinger · Anuj Dutt · Shan Shaffi · Sai Narsi Reddy Donthi Reddy
Jun 17, 2 p.m.
Summit 446
Generalist Agent AI
Naoki Wake · Zane Durante · Ran Gong · Jae Sung Park · Bidipta Sarkar · Rohan Taori · Yusuke Noda · Yejin Choi · Demetri Terzopoulos · Katsushi Ikeuchi · Hoi Vo · Li Fei-Fei · Jianfeng Gao · Qiuyuan Huang
Jun 18, 8:30 a.m.
Summit 446
Computational Design of Diverse Morphologies and Sensors for Vision and Robotics
Amir Zamir · Andrei Atanov · Andrew Spielberg
Jun 18, 9 a.m.
Summit 344
Learning Deep Low-dimensional Models from High-Dimensional Data: From Theory to Practice
Qing Qu · Zhihui Zhu · Yuqian Zhang · Yi Ma · Sam Buchanan · Beidi Chen · Mojan Javaheripi · Liyue Shen · Zhangyang Wang
Jun 18, 9 a.m.
Summit 442
Efficient Homotopy Continuation for Solving Polynomial Systems in Computer Vision Applications
Benjamin Kimia · Timothy Duff · Ricardo Fabbri · Hongyi Fan
Jun 17, 1:30 p.m.
Summit 447
Diffusion-based Video Generative Models
Mike Zheng Shou · Jay Zhangjie Wu · Deepti Ghadiyaram
Jun 18, 2 p.m.
Summit 437 - 439
All You Need To Know About Point Cloud Understanding
Xiaoyang Wu · Hengshuang Zhao · Fuxin Li · Zhijian Liu
Jun 18, 9 a.m.
Summit 444
Machine Unlearning in Computer Vision: Foundations and Applications
Sijia Liu · Yang Liu · Nathalie Baracaldo · Eleni Triantafillou
Jun 17, 9 a.m.
Arch 305
Unifying Graph Neural Networks across Spatial and Spectral Domains
Zhiqian Chen · Lei Zhang · Liang Zhao
Jun 18, 2 p.m.
Summit 440 - 441
Deep Stereo Matching in the Twenties
Matteo Poggi
Jun 17, 9 a.m.
Arch 213
3D/4D Generation and Modeling with Generative Priors
Hsin-Ying Lee · Peiye Zhuang · Chaoyang Wang
Jun 18, 8:30 a.m.
Summit 440 - 441
All You Need to Know about Self-Driving
Raquel Urtasun · Sergio Casas · Abbas Sadat · Sivabalan Manivasagam · Ioan Andrei B├órsan
Jun 18, 9 a.m.
Summit 445
Geospatial Computer Vision and Machine Learning for Large-Scale Earth Observation Data
Orhun Aydin · Philipe Ambrozio Dias · Dalton Lunga
Jun 17, 1:30 p.m.
Summit 448
Towards Building AGI in Autonomy and Robotics
Li Chen · Andreas Geiger · Huijie Wang · Jiajie Xu
Jun 18, 9 a.m.
Summit 447
SCENIC: An Open-Source Probabilistic Programming System for Data Generation and Safety in AI-Based Autonomy
Edward Kim · Sanjit Seshia · Daniel Fremont · Jinkyu Kim · Kimin Lee · Hazem Torfah · Necmiye Ozay · Parasara Sridhar Duggirala · Marcell Vazquez-Chanlatte
Jun 17, 9 a.m.
Arch 307-308
From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning and Beyond
Hao Fei · Yuan Yao · Ao Zhang · Haotian Liu · Fuxiao Liu · Zhuosheng Zhang · Shuicheng Yan
Jun 18, 1:30 p.m.
Summit 446
Robustness at Inference: Towards Explainability, Uncertainty, and Intervenability
Mohit Prabhushankar · Ghassan AlRegib
Jun 17, 1:30 p.m.
Summit 440 - 441
Contactless AI Healthcare using Cameras and Wireless Sensors
Wenjin Wang · Daniel Mcduff · Xuyu Wang
Jun 18, 9 a.m.
Arch 307- 308
Object-centric Representations in Computer Vision
Yanwei Fu · Francesco Locatello · Tianjun Xiao · Tong He · Ke Fan
Jun 17, 1:30 p.m.
Elliott Bay
End-to-End Autonomy: A New Era of Self-Driving
Long Chen · Oleg Sinavski · Fergal Cotter · Vassia Simaiaki · Elahe Arani · Gianluca Corrado · Nikhil Mohan · Jamie Shotton
Jun 18, 1:30 p.m.
Summit 444
Disentanglement and Compositionality in Computer Vision
Xin Jin · Wenjun Zeng · Tao Yang · Yue Song · Nicu Sebe · Xingyi Yang · Xinchao Wang · Shuicheng Yan
Jun 17, 9 a.m.
Arch 2B
Edge-Optimized Deep Learning: Harnessing Generative AI and Computer Vision with Open-Source Libraries
Samet Akcay · Paula Ramos Giraldo · Ria Cheruvu · Alexander Kozlov · Zhen Zhao · Zhuo Wu · Raymond Lo · Yury Gorbachev
Jun 18, 8:30 a.m.
Summit 436
Full-Stack, GPU-based Acceleration of Deep Learning
Maying Shen · Danny Yin · Jason Clemons · Pavlo Molchanov · Jan Kautz · Jose M. Alvarez
Jun 18, 1:30 p.m.
Summit 447
Recent Advances in Vision Foundation Models
Zhengyuan Yang · Linjie Li · Zhe Gan · Chunyuan Li · Jianwei Yang
Jun 17, 9 a.m.
Summit 437- 439