Ahmad Humayun

According to our database, Ahmad Humayun authored at least 15 papers between 2011 and 2024.

Collaborative distances:

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

2024

Natural Symbolic Execution-Based Testing for Big Data Analytics.

Yaoxuan Wu, Ahmad Humayun, Muhammad Ali Gulzar, Miryung Kim

Proc. ACM Softw. Eng., 2024

DMC-VB: A Benchmark for Representation Learning for Control with Visual Distractors.

Joseph Ortiz, Antoine Dedieu, Wolfgang Lehrach, J. Swaroop Guntupalli, Carter Wendelken, Ahmad Humayun, Guangyao Zhou, Sivaramakrishnan Swaminathan, Miguel Lázaro-Gredilla, Kevin Murphy

CoRR, 2024

2023

Co-dependence Aware Fuzzing for Dataflow-Based Big Data Analytics.

Ahmad Humayun, Miryung Kim, Muhammad Ali Gulzar

Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

Low-shot Object Learning with Mutual Exclusivity Bias.

Anh Thai, Ahmad Humayun, Stefan Stojanov, Zixuan Huang, Bikram Boote, James M. Rehg

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

NaturalFuzz: Natural Input Generation for Big Data Analytics.

Ahmad Humayun, Yaoxuan Wu, Miryung Kim, Muhammad Ali Gulzar

Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

2019

Detection and Incremental Object Learning in Videos.

Ahmad Humayun

PhD thesis, 2019

Incremental Object Learning From Contiguous Views.

Stefan Stojanov, Samarth Mishra, Ngoc Anh Thai, Nikhil Dhanda, Ahmad Humayun, Chen Yu, Linda B. Smith, James M. Rehg

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2017

Iterative Machine Teaching.

Weiyang Liu, Bo Dai, Ahmad Humayun, Charlene Tay, Chen Yu, Linda B. Smith, James M. Rehg, Le Song

Proceedings of the 34th International Conference on Machine Learning, 2017

2015

Finding Temporally Consistent Occlusion Boundaries in Videos Using Geometric Context.

S. Hussain Raza, Ahmad Humayun, Irfan A. Essa, Matthias Grundmann, David Anderson

Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

The Middle Child Problem: Revisiting Parametric Min-Cut and Seeds for Object Proposals.

Ahmad Humayun, Fuxin Li, James M. Rehg

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

RIGOR: Reusing Inference in Graph Cuts for Generating Object Regions.

Ahmad Humayun, Fuxin Li, James M. Rehg

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

2013

Learning a Confidence Measure for Optical Flow.

Oisin Mac Aodha, Ahmad Humayun, Marc Pollefeys, Gabriel J. Brostow

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Video Segmentation by Tracking Many Figure-Ground Segments.

Fuxin Li, Taeyoung Kim, Ahmad Humayun, David Tsai, James M. Rehg

Proceedings of the IEEE International Conference on Computer Vision, 2013

2012

A Novel Paradigm for Mining Cell Phenotypes in Multi-tag Bioimages Using a Locality Preserving Nonlinear Embedding.

Adnan Mujahid Khan, Ahmad Humayun, Shan-E-Ahmed Raza, Michael Khan, Nasir M. Rajpoot

Proceedings of the Neural Information Processing - 19th International Conference, 2012

2011

Learning to find occlusion regions.

Ahmad Humayun, Oisin Mac Aodha, Gabriel J. Brostow

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011