CVPR 2024 Tutorial List

Timezone: America/Los_Angeles



Deep Stereo Matching in the Twenties Matteo Poggi		Jun 17, 9 a.m. Arch 213
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
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
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
Unifying Graph Neural Networks across Spatial and Spectral Domains Zhiqian Chen ⋅ Lei Zhang ⋅ Liang Zhao		Jun 18, 2 p.m. Summit 440 - 441
Computational Design of Diverse Morphologies and Sensors for Vision and Robotics Amir Zamir ⋅ Andrei Atanov ⋅ Andrew Spielberg		Jun 18, 9 a.m. Summit 344
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
All You Need to Know about Self-Driving Raquel Urtasun ⋅ Sergio Casas ⋅ Abbas Sadat ⋅ Sivabalan Manivasagam ⋅ Ioan Andrei Bârsan		Jun 18, 9 a.m. Summit 445
Towards Building AGI in Autonomy and Robotics Li Chen ⋅ Andreas Geiger ⋅ Huijie Wang ⋅ Jiajie Xu		Jun 18, 9 a.m. Summit 447
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
Contactless AI Healthcare using Cameras and Wireless Sensors Wenjin Wang ⋅ Daniel Mcduff ⋅ Xuyu Wang		Jun 18, 9 a.m. Arch 307- 308
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
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
Robustness at Inference: Towards Explainability, Uncertainty, and Intervenability Mohit Prabhushankar ⋅ Ghassan AlRegib		Jun 17, 1:30 p.m. Summit 440 - 441
Object-centric Representations in Computer Vision Yanwei Fu ⋅ Francesco Locatello ⋅ Tianjun Xiao ⋅ Tong He ⋅ Ke Fan		Jun 17, 1:30 p.m. Elliott Bay
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
3D/4D Generation and Modeling with Generative Priors Hsin-Ying Lee ⋅ Peiye Zhuang ⋅ Chaoyang Wang		Jun 18, 8:30 a.m. Summit 440 - 441
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
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
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