David Fan

According to our database, David Fan authored at least 21 papers between 1993 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning.

Mido Assran, Adrien Bardes, David Fan, Quentin Garrido, Russell Howes, Mojtaba Komeili, Matthew J. Muckley, Ammar Rizvi, Claire Roberts, Koustuv Sinha, Artem Zholus, Sergio Arnaud, Abha Gejji, Ada Martin, Francois Robert Hogan, Daniel Dugas, Piotr Bojanowski, Vasil Khalidov, Patrick Labatut, Francisco Massa, Marc Szafraniec, Kapil Krishnakumar, Yong Li, Xiaodong Ma, Sarath Chandar, Franziska Meier, Yann LeCun, Michael Rabbat, Nicolas Ballas

CoRR, June, 2025

Scaling Language-Free Visual Representation Learning.

David Fan, Shengbang Tong, Jiachen Zhu, Koustuv Sinha, Zhuang Liu, Xinlei Chen, Michael Rabbat, Nicolas Ballas, Yann LeCun, Amir Bar, Saining Xie

CoRR, April, 2025

GEXIA: Granularity Expansion and Iterative Approximation for Scalable Multi-Grained Video-Language Learning.

Yicheng Wang, Zhikang Zhang, Jue Wang, David Fan, Zhenlin Xu, Linda Liu, Xiang Hao, Vimal Bhat, Xinyu Li

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Now you see Me: Context-Aware Automatic Audio Description.

Seon-Ho Lee, Jue Wang, David Fan, Zhikang Zhang, Linda Liu, Xiang Hao, Vimal Bhat, Xinyu Li

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

2024

MetaMorph: Multimodal Understanding and Generation via Instruction Tuning.

Shengbang Tong, David Fan, Jiachen Zhu, Yunyang Xiong, Xinlei Chen, Koustuv Sinha, Michael Rabbat, Yann LeCun, Saining Xie, Zhuang Liu

CoRR, 2024

NowYouSee Me: Context-Aware Automatic Audio Description.

Seon-Ho Lee, Jue Wang, David Fan, Zhikang Zhang, Linda Liu, Xiang Hao, Vimal Bhat, Xinyu Li

CoRR, 2024

Video Token Merging for Long-form Video Understanding.

Seon-Ho Lee, Jue Wang, Zhikang Zhang, David Fan, Xinyu Li

CoRR, 2024

Video Token Merging for Long Video Understanding.

Seon-Ho Lee, Jue Wang, Zhikang Zhang, David Fan, Xinyu Li

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Text-Guided Video Masked Autoencoder.

David Fan, Jue Wang, Shuai Liao, Zhikang Zhang, Vimal Bhat, Xinyu Li

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Nearest-Neighbor Inter-Intra Contrastive Learning from Unlabeled Videos.

David Fan, Deyu Yang, Xinyu Li, Vimal Bhat, Rohith MV

CoRR, 2023

MEGA: Multimodal Alignment Aggregation and Distillation For Cinematic Video Segmentation.

Najmeh Sadoughi, Xinyu Li, Avijit Vajpayee, David Fan, Bing Shuai, Hector J. Santos-Villalobos, Vimal Bhat, Rohith MV

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Motion-Guided Masking for Spatiotemporal Representation Learning.

David Fan, Jue Wang, Shuai Liao, Yi Zhu, Vimal Bhat, Hector J. Santos-Villalobos, Rohith MV, Xinyu Li

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2021

A Survey on the AI and Spectrum Management for Cache-Enabled Internet of Things in Smart Cities.

Liming Chen, Xiaoyun Kuang, Fusheng Zhu, Lijia Lai, David Fan

Wirel. Commun. Mob. Comput., 2021

Shot Contrastive Self-Supervised Learning for Scene Boundary Detection.

Shixing Chen, Xiaohan Nie, David Fan, Dongqing Zhang, Vimal Bhat, Raffay Hamid

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

A Note on Implementation Methodologies of Deep Learning-Based Signal Detection for Conventional MIMO Transmitters.

Junjuan Xia, Dan Deng, David Fan

IEEE Trans. Broadcast., 2020

Associative Memory in Spiking Neural Network Form Implemented on Neuromorphic Hardware.

Michael Hampo, David Fan, Todd Jenkins, Ashley DeMange, Stefan Westberg, Trevor J. Bihl, Tarek M. Taha

Proceedings of the International Conference on Neuromorphic Systems, 2020

OASIS: A Large-Scale Dataset for Single Image 3D in the Wild.

Weifeng Chen, Shengyi Qian, David Fan, Noriyuki Kojima, Max Hamilton, Jia Deng

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2017

GPGPU Acceleration using OpenCL for a Spotlight SAR Simulator.

Eric J. Balster, Marc P. Hoffman, Jon P. Skeans, David Fan

Proceedings of the 5th International Workshop on OpenCL, 2017

2014

Study of an EEG based Brain Machine Interface System for Controlling a Robotic Arm.

Yicong Gong, Carly Gross, David Fan, Ahmed Nasrallah, Nathaniel Maas, Kelly Cashion, Vijayan K. Asari

Proceedings of the NCTA 2014 - Proceedings of the International Conference on Neural Computation Theory and Applications, part of IJCCI 2014, Rome, Italy, 22, 2014

1994

A 250-MHz wave pipelined adder in 2-μm CMOS.

Wentai Liu, C. Thomas Gray, David Fan, William J. Farlow, Thomas A. Hughes, Ralph K. Cavin III

IEEE J. Solid State Circuits, September, 1994

1993

GADELO: A Multi-Population Genetic Algorithm Based on Dynamic Exploration of Local Optima.

Mehdi Elketroussi, David Fan

Proceedings of the 5th International Conference on Genetic Algorithms, 1993