Afshin Dehghan

According to our database, Afshin Dehghan authored at least 30 papers between 2012 and 2024.

Collaborative distances:

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

2024

MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning.

Haotian Zhang, Mingfei Gao, Zhe Gan, Philipp Dufter, Nina Wenzel, Forrest Huang, Dhruti Shah, Xianzhi Du, Bowen Zhang, Yanghao Li, Sam Dodge, Keen You, Zhen Yang, Aleksei Timofeev, Mingze Xu, Hong-You Chen, Jean-Philippe Fauconnier, Zhengfeng Lai, Haoxuan You, Zirui Wang, Afshin Dehghan, Peter Grasch, Yinfei Yang

CoRR, 2024

SlowFast-LLaVA: A Strong Training-Free Baseline for Video Large Language Models.

Mingze Xu, Mingfei Gao, Zhe Gan, Hong-You Chen, Zhengfeng Lai, Haiming Gang, Kai Kang, Afshin Dehghan

CoRR, 2024

Understanding Alignment in Multimodal LLMs: A Comprehensive Study.

Elmira Amirloo, Jean-Philippe Fauconnier, Christoph Roesmann, Christian Kerl, Rinu Boney, Yusu Qian, Zirui Wang, Afshin Dehghan, Yinfei Yang, Zhe Gan, Peter Grasch

CoRR, 2024

4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities.

Roman Bachmann, Oguzhan Fatih Kar, David Mizrahi, Ali Garjani, Mingfei Gao, David Griffiths, Jiaming Hu, Afshin Dehghan, Amir Zamir

CoRR, 2024

2023

4M: Massively Multimodal Masked Modeling.

David Mizrahi, Roman Bachmann, Oguzhan Fatih Kar, Teresa Yeo, Mingfei Gao, Afshin Dehghan, Amir Zamir

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

GAUDI: A Neural Architect for Immersive 3D Scene Generation.

Miguel Ángel Bautista, Pengsheng Guo, Samira Abnar, Walter Talbott, Alexander Toshev, Zhuoyuan Chen, Laurent Dinh, Shuangfei Zhai, Hanlin Goh, Daniel Ulbricht, Afshin Dehghan, Joshua M. Susskind

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

ARKitScenes: A Diverse Real-World Dataset For 3D Indoor Scene Understanding Using Mobile RGB-D Data.

Afshin Dehghan, Gilad Baruch, Zhuoyuan Chen, Yuri Feigin, Peter Fu, Thomas Gebauer, Daniel Kurz, Tal Dimry, Brandon Joffe, Arik Schwartz, Elad Shulman

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

2019

On Detection, Data Association and Segmentation for Multi-Target Tracking.

Yicong Tian, Afshin Dehghan, Mubarak Shah

IEEE Trans. Pattern Anal. Mach. Intell., 2019

2018

Binary Quadratic Programing for Online Tracking of Hundreds of People in Extremely Crowded Scenes.

Afshin Dehghan, Mubarak Shah

IEEE Trans. Pattern Anal. Mach. Intell., 2018

2017

License Plate Detection and Recognition Using Deeply Learned Convolutional Neural Networks.

Syed Zain Masood, Guang Shu, Afshin Dehghan, Enrique G. Ortiz

CoRR, 2017

DAGER: Deep Age, Gender and Emotion Recognition Using Convolutional Neural Network.

Afshin Dehghan, Enrique G. Ortiz, Guang Shu, Syed Zain Masood

CoRR, 2017

View Independent Vehicle Make, Model and Color Recognition Using Convolutional Neural Network.

Afshin Dehghan, Syed Zain Masood, Guang Shu, Enrique G. Ortiz

CoRR, 2017

2015

Complex event recognition using constrained low-rank representation.

Afshin Dehghan, Omar Oreifej, Mubarak Shah

Image Vis. Comput., 2015

Deep Tracking: Visual Tracking Using Deep Convolutional Networks.

Meera Hahn, Si Chen, Afshin Dehghan

CoRR, 2015

Target Identity-aware Network Flow for online multiple target tracking.

Afshin Dehghan, Yicong Tian, Philip H. S. Torr, Mubarak Shah

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

GMMCP tracker: Globally optimal Generalized Maximum Multi Clique problem for multiple object tracking.

Afshin Dehghan, Shayan Modiri Assari, Mubarak Shah

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Visual Tracking: An Experimental Survey.

Arnold W. M. Smeulders, Dung Manh Chu, Rita Cucchiara, Simone Calderara, Afshin Dehghan, Mubarak Shah

IEEE Trans. Pattern Anal. Mach. Intell., 2014

UCF-CRCV at TRECVID 2014: Semantic Indexing.

Afshin Dehghan, Mahdi M. Kalayeh, Yang Zhang, Haroon Idrees, Yicong Tian, Amir Mazaheri, Mubarak Shah, Jingen Liu, Hui Cheng

Proceedings of the 2014 TREC Video Retrieval Evaluation, 2014

SRI-Sarnoff AURORA System at TRECVID 2014 Multimedia Event Detection and Recounting.

Hui Cheng, Jingen Liu, Ishani Chakraborty, Guang Chen, Qiguang Liu, Mohamed Elhoseiny, Gary Gan, Ajay Divakaran, Harpreet S. Sawhney, James Allan, John Foley, Mubarak Shah, Afshin Dehghan, Michael Witbrock, Jon Curtis

Proceedings of the 2014 TREC Video Retrieval Evaluation, 2014

Complex event recognition by latent temporal models of concepts.

Ehsan Zare Borzeshi, Afshin Dehghan, Massimo Piccardi, Mubarak Shah

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Who Do I Look Like? Determining Parent-Offspring Resemblance via Gated Autoencoders.

Afshin Dehghan, Enrique G. Ortiz, Ruben Villegas, Mubarak Shah

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Improving Semantic Concept Detection through the Dictionary of Visually-Distinct Elements.

Afshin Dehghan, Haroon Idrees, Mubarak Shah

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

SRI-Sarnoff AURORA System at TRECVID 2013 Multimedia Event Detection and Recounting.

Jingen Liu, Hui Cheng, Omar Javed, Qian Yu, Ishani Chakraborty, Weiyu Zhang, Ajay Divakaran, Harpreet S. Sawhney, James Allan, R. Manmatha, John Foley, Mubarak Shah, Afshin Dehghan, Michael Witbrock, Jon Curtis, Gerald Friedland

Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

UCF-CRCV at TRECVID 2013: Semantic Indexing.

Afshin Dehghan, Guang Shu, Nasim Souli, Wenhui Li, Selen Pehlivan, Mubarak Shah, Jingen Liu, Hui Cheng

Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

Visual business recognition: a multimodal approach.

Amir Roshan Zamir, Afshin Dehghan, Mubarak Shah

Proceedings of the ACM Multimedia Conference, 2013

Improving an Object Detector and Extracting Regions Using Superpixels.

Guang Shu, Afshin Dehghan, Mubarak Shah

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

SRI-Sarnoff AURORA System at TRECVID 2012 Multimedia Event Detection and Recounting.

Hui Cheng, Jingen Liu, Saad Ali, Omar Javed, Qian Yu, Amir Tamrakar, Ajay Divakaran, Harpreet S. Sawhney, R. Manmatha, James Allan, Alexander G. Hauptmann, Mubarak Shah, Subhabrata Bhattacharya, Afshin Dehghan, Gerald Friedland, Benjamin Elizalde, Trevor Darrell, Michael Witbrock, Jon Curtis

Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

GMCP-Tracker: Global Multi-object Tracking Using Generalized Minimum Clique Graphs.

Amir Roshan Zamir, Afshin Dehghan, Mubarak Shah

Proceedings of the Computer Vision - ECCV 2012, 2012

A Multi-Agent Architecture for Tracking User Interactions in Browser-based Games.

Amir Ali Bagherzadeh, Shayan Rezvankhah, Saeed Farahi, Koosha Khalvati, Parand Mousavi, Afshin Dehghan, Bahare Ghaderi, L. Kashani, Hadi Moradi

Proceedings of the 2012 IEEE Fourth International Conference On Digital Game And Intelligent Toy Enhanced Learning, 2012

Part-based multiple-person tracking with partial occlusion handling.

Guang Shu, Afshin Dehghan, Omar Oreifej, Emily M. Hand, Mubarak Shah

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012