CVPR 2024 Tutorial List



Full-Stack, GPU-based Acceleration of Deep Learning Maying Shen (NVIDIA) · Danny Yin (NVIDIA) · Jason Clemons (NVIDIA) · Pavlo Molchanov (NVIDIA) · Jan Kautz (NVIDIA) · Jose M. Alvarez (NVIDIA)
Disentanglement and Compositionality in Computer Vision Xin Jin (Eastern Institute of Technology, Ningbo) · Wenjun Zeng (Eastern Institute of Technology, Ningbo) · Tao Yang (Xi'an JiaoTong University) · Yue Song (University of Trento) · Nicu Sebe (University of Trento) · Xingyi Yang (National University of Singapore) · Xinchao Wang (National University of Singapore) · Shuicheng Yan (National University of Singapore, Department of Electrical and Computer Engineering)
End-to-End Autonomy: A New Era of Self-Driving Long Chen (Wayve) · Oleg Sinavski (Wayve) · Fergal Cotter (Wayve) · Vassia Simaiaki (Wayve) · Elahe Arani (Wayve) · Gianluca Corrado (Wayve) · Nikhil Mohan (Wayve) · Jamie Shotton (Wayve)
Diffusion-based Video Generative Models Mike Zheng Shou (National University of Singapore) · Jay Zhangjie Wu (National University of Singapore) · Deepti Ghadiyaram (Runway ML)
Edge-Optimized Deep Learning: Harnessing Generative AI and Computer Vision with Open-Source Libraries Samet Akcay (Intel) · Paula Ramos Giraldo (INTEL CORPORATION) · Ria Cheruvu (Intel) · Alexander Kozlov (Intel Corp) · Zhen Zhao (Intel) · Zhuo Wu (Intel) · Raymond Lo (Intel) · Yury Gorbachev (Intel)
All You Need To Know About Point Cloud Understanding Xiaoyang Wu (The University of Hong Kong) · Hengshuang Zhao (The University of Hong Kong) · Fuxin Li (Oregon State University) · Zhijian Liu (Massachusetts Institute of Technology)
Generalist Agent AI Naoki Wake (Microsoft) · Zane Durante (Stanford University) · Ran Gong (UCLA) · Jae Sung Park (University of Washington) · Bidipta Sarkar (Stanford University) · Rohan Taori (Stanford University) · Yusuke Noda (Microsoft) · Yejin Choi (Computer Science and Engineering, University of Washington) · Demetri Terzopoulos (University of California, Los Angeles) · Katsushi Ikeuchi (Microsoft) · Hoi Vo (Microsoft) · Li Fei-Fei (Stanford University & Google) · Jianfeng Gao (Microsoft Research) · Qiuyuan Huang (Microsoft Research, Redmond)
Geospatial Computer Vision and Machine Learning for Large-Scale Earth Observation Data Orhun Aydin (Saint Louis University) · Philipe Ambrozio Dias (Oak Ridge National Laboratory ) · Dalton Lunga (Oak Ridge National Laboratory)
SCENIC: An Open-Source Probabilistic Programming System for Data Generation and Safety in AI-Based Autonomy Edward Kim (UC Berkeley) · Sanjit Seshia (UC Berkeley) · Daniel Fremont (UC Santa Cruz) · Jinkyu Kim (Korea University) · Kimin Lee (UC Berkeley) · Hazem Torfah (Chalmers University of Technology) · Necmiye Ozay (University of Michigan) · Parasara Sridhar Duggirala (UNC-Chapel Hill) · Marcell Vazquez-Chanlatte (University of California, Berkeley)
Robustness at Inference: Towards Explainability, Uncertainty, and Intervenability Mohit Prabhushankar (Georgia Institute of Technology) · Ghassan AlRegib (Georgia Institute of Technology)
All You Need to Know about Self-Driving Raquel Urtasun (Waabi) · Sergio Casas (Uber ATG / University of Toronto) · Abbas Sadat (Uber ATG) · Sivabalan Manivasagam (Waabi, University of Toronto) · Ioan Andrei Bârsan (✨ Waabi Innovation, Inc. ✨ ✨ University of Toronto ✨)
Learning Deep Low-dimensional Models from High-Dimensional Data: From Theory to Practice Qing Qu (University of Michigan) · Zhihui Zhu (The Ohio State University) · Yuqian Zhang (Rutgers University) · Yi Ma (UC Berkeley) · Sam Buchanan (TTIC) · Beidi Chen (Carnegie Mellon University) · Mojan Javaheripi (UC San Diego) · Liyue Shen (University of Michgian) · Zhangyang Wang (University of Texas at Austin)
Object-centric Representations in Computer Vision Yanwei Fu (Fudan University) · Francesco Locatello (Institute of Science and Technology Austria) · Tianjun Xiao (Amazon) · Tong He (Amazon Web Services) · Ke Fan (Fudan University)
Machine Unlearning in Computer Vision: Foundations and Applications Sijia Liu (Michigan State University) · Yang Liu (UC Santa Cruz) · Nathalie Baracaldo ("IBM Almaden Research Center, USA") · Eleni Triantafillou (Google)
Towards Building AGI in Autonomy and Robotics Li Chen (The University of Hong Kong) · Andreas Geiger (University of Tübingen) · Huijie Wang (Shanghai AI Lab) · Jiajie Xu (Carnegie Mellon University)
Edge AI in Action: Practical Approaches to Developing and Deploying Optimized Models Fabricio Narcizo (Jabra) · Elizabete Munzlinger (IT University of Copenhagen) · Anuj Dutt (GN Audio A/S) · Shan Shaffi (GN Hearing A/S) · Sai Narsi Reddy Donthi Reddy (Jabra)
From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning and Beyond Hao Fei (National University of Singapore) · Yuan Yao (Tsinghua University) · Ao Zhang (National University of Singapore) · Haotian Liu (University of Wisconsin-Madison) · Fuxiao Liu (University of Maryland) · Zhuosheng Zhang (Shanghai Jiao Tong University) · Shuicheng Yan (National University of Singapore, Department of Electrical and Computer Engineering)
Unifying Graph Neural Networks across Spatial and Spectral Domains Zhiqian Chen (Mississippi State University) · Lei Zhang (Virginia Tech) · Liang Zhao (Emory University)
Contactless AI Healthcare using Cameras and Wireless Sensors Wenjin Wang (Eindhoven University of Technology) · Daniel Mcduff (Google) · Xuyu Wang (Florida International University)
Deep Stereo Matching in the Twenties Matteo Poggi (Università di Bologna)
Recent Advances in Vision Foundation Models Zhengyuan Yang (Microsoft) · Linjie Li (Microsoft) · Zhe Gan (Apple) · Chunyuan Li (Microsoft Research, Redmond) · Jianwei Yang (Microsoft Research)
Efficient Homotopy Continuation for Solving Polynomial Systems in Computer Vision Applications Benjamin Kimia (USA) · Timothy Duff (University of Washington) · Ricardo Fabbri (Rio de Janeiro State University) · Hongyi Fan (Brown University)
Computational Ecological Vision: Tutorial on Computational Design for Perception and Robotics Amir Zamir (Swiss Federal Institute of Technology (EPFL))
3D/4D Generation and Modeling with Generative Priors Hsin-Ying Lee (Snap Inc.) · Peiye Zhuang (Snap Inc) · Chaoyang Wang (Snap Inc)