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2020 – today
- 2024
[j2]Yaoxuan Wu
, Ahmad Humayun, Muhammad Ali Gulzar, Miryung Kim:
Natural Symbolic Execution-Based Testing for Big Data Analytics. Proc. ACM Softw. Eng. 1(FSE): 2677-2700 (2024)- [i3]Joseph Ortiz, Antoine Dedieu, Wolfgang Lehrach, J. Swaroop Guntupalli, Carter Wendelken, Ahmad Humayun, Guangyao Zhou, Sivaramakrishnan Swaminathan, Miguel Lázaro-Gredilla, Kevin Murphy:
DMC-VB: A Benchmark for Representation Learning for Control with Visual Distractors. CoRR abs/2409.18330 (2024) - 2023
- [c11]Ahmad Humayun, Yaoxuan Wu, Miryung Kim, Muhammad Ali Gulzar:
NaturalFuzz: Natural Input Generation for Big Data Analytics. ASE 2023: 1592-1603 - [c10]Anh Thai, Ahmad Humayun, Stefan Stojanov, Zixuan Huang, Bikram Boote, James M. Rehg:
Low-shot Object Learning with Mutual Exclusivity Bias. NeurIPS 2023 - [c9]Ahmad Humayun, Miryung Kim, Muhammad Ali Gulzar:
Co-dependence Aware Fuzzing for Dataflow-Based Big Data Analytics. ESEC/SIGSOFT FSE 2023: 1050-1061 - [i2]Anh Thai, Ahmad Humayun, Stefan Stojanov, Zixuan Huang, Bikram Boote, James M. Rehg:
Low-shot Object Learning with Mutual Exclusivity Bias. CoRR abs/2312.03533 (2023)
2010 – 2019
- 2019
- [b1]Ahmad Humayun:
Detection and Incremental Object Learning in Videos. Georgia Institute of Technology, Atlanta, GA, USA, 2019 - [c8]Stefan Stojanov, Samarth Mishra, Ngoc Anh Thai, Nikhil Dhanda, Ahmad Humayun, Chen Yu, Linda B. Smith, James M. Rehg:
Incremental Object Learning From Contiguous Views. CVPR 2019: 8777-8786 - 2017
- [c7]Weiyang Liu, Bo Dai, Ahmad Humayun, Charlene Tay, Chen Yu, Linda B. Smith, James M. Rehg, Le Song:
Iterative Machine Teaching. ICML 2017: 2149-2158 - 2015
- [c6]Ahmad Humayun, Fuxin Li, James M. Rehg:
The Middle Child Problem: Revisiting Parametric Min-Cut and Seeds for Object Proposals. ICCV 2015: 1600-1608 - [c5]S. Hussain Raza, Ahmad Humayun, Irfan A. Essa, Matthias Grundmann, David Anderson:
Finding Temporally Consistent Occlusion Boundaries in Videos Using Geometric Context. WACV 2015: 1022-1029 - [i1]S. Hussain Raza, Ahmad Humayun, Matthias Grundmann, David Anderson, Irfan A. Essa:
Finding Temporally Consistent Occlusion Boundaries in Videos using Geometric Context. CoRR abs/1510.07323 (2015) - 2014
- [c4]Ahmad Humayun, Fuxin Li, James M. Rehg:
RIGOR: Reusing Inference in Graph Cuts for Generating Object Regions. CVPR 2014: 336-343 - 2013
- [j1]Oisin Mac Aodha, Ahmad Humayun, Marc Pollefeys, Gabriel J. Brostow:
Learning a Confidence Measure for Optical Flow. IEEE Trans. Pattern Anal. Mach. Intell. 35(5): 1107-1120 (2013) - [c3]Fuxin Li, Taeyoung Kim, Ahmad Humayun, David Tsai, James M. Rehg:
Video Segmentation by Tracking Many Figure-Ground Segments. ICCV 2013: 2192-2199 - 2012
- [c2]Adnan Mujahid Khan, Ahmad Humayun, Shan-E-Ahmed Raza, Michael Khan, Nasir M. Rajpoot:
A Novel Paradigm for Mining Cell Phenotypes in Multi-tag Bioimages Using a Locality Preserving Nonlinear Embedding. ICONIP (4) 2012: 575-583 - 2011
- [c1]Ahmad Humayun, Oisin Mac Aodha, Gabriel J. Brostow:
Learning to find occlusion regions. CVPR 2011: 2161-2168
Coauthor Index
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