Hossein Hajimirsadeghi

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 23

Top Topics

Robust Classification

Tree Decompositions

Markov Networks

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Leo Feng, Frederick Tung, Hossein Hajimirsadeghi, Yoshua Bengio, Mohamed Osama Ahmed
Tree Cross Attention. ICLR (2024)
Leo Feng, Frederick Tung, Hossein Hajimirsadeghi, Mohamed Osama Ahmed, Yoshua Bengio, Greg Mori
Attention as an RNN. CoRR (2024)
Sepidehsadat Hosseini, Mengyao Zhai, Hossein Hajimirsadeghi, Frederick Tung
Prompting-based Efficient Temporal Domain Generalization. CoRR (2023)
Leo Feng, Hossein Hajimirsadeghi, Yoshua Bengio, Mohamed Osama Ahmed
Latent Bottlenecked Attentive Neural Processes. ICLR (2023)
Leo Feng, Frederick Tung, Hossein Hajimirsadeghi, Yoshua Bengio, Mohamed Osama Ahmed
Constant Memory Attention Block. CoRR (2023)
Leo Feng, Mohamed Osama Ahmed, Hossein Hajimirsadeghi, Amir H. Abdi
Towards Better Selective Classification. ICLR (2023)
Leo Feng, Frederick Tung, Hossein Hajimirsadeghi, Yoshua Bengio, Mohamed Osama Ahmed
Constant Memory Attentive Neural Processes. CoRR (2023)
Leo Feng, Frederick Tung, Hossein Hajimirsadeghi, Yoshua Bengio, Mohamed Osama Ahmed
Tree Cross Attention. CoRR (2023)
Joao Monteiro, Mohamed Osama Ahmed, Hossein Hajimirsadeghi, Greg Mori
Monotonicity regularization: Improved penalties and novel applications to disentangled representation learning and robust classification. UAI (2022)
Leo Feng, Mohamed Osama Ahmed, Hossein Hajimirsadeghi, Amir H. Abdi
Stop Overcomplicating Selective Classification: Use Max-Logit. CoRR (2022)
Leo Feng, Hossein Hajimirsadeghi, Yoshua Bengio, Mohamed Osama Ahmed
Latent Bottlenecked Attentive Neural Processes. CoRR (2022)
Saghar Irandoust, Thibaut Durand, Yunduz Rakhmangulova, Wenjie Zi, Hossein Hajimirsadeghi
Training a Vision Transformer from scratch in less than 24 hours with 1 GPU. CoRR (2022)
Hamed Shirzad, Hossein Hajimirsadeghi, Amir H. Abdi, Greg Mori
TD-GEN: Graph Generation Using Tree Decomposition. AISTATS (2022)
Joao Monteiro, Mohamed Osama Ahmed, Hossein Hajimirsadeghi, Greg Mori
Monotonicity Regularization: Improved Penalties and Novel Applications to Disentangled Representation Learning and Robust Classification. CoRR (2022)
Yu Gong, Hossein Hajimirsadeghi, Jiawei He, Thibaut Durand, Greg Mori
Variational Selective Autoencoder: Learning from Partially-Observed Heterogeneous Data. AISTATS (2021)
Hamed Shirzad, Hossein Hajimirsadeghi, Amir H. Abdi, Greg Mori
TD-GEN: Graph Generation With Tree Decomposition. CoRR (2021)
Yu Gong, Hossein Hajimirsadeghi, Jiawei He, Thibaut Durand, Greg Mori
Variational Selective Autoencoder: Learning from Partially-Observed Heterogeneous Data. CoRR (2021)
Lei Chen, Jianhui Chen, Hossein Hajimirsadeghi, Greg Mori
Adapting Grad-CAM for Embedding Networks. CoRR (2020)
Lei Chen, Jianhui Chen, Hossein Hajimirsadeghi, Greg Mori
Adapting Grad-CAM for Embedding Networks. WACV (2020)
Shih-Yang Su, Hossein Hajimirsadeghi, Greg Mori
Graph Generation with Variational Recurrent Neural Network. CoRR (2019)
Ali Madooei, Mark S. Drew, Hossein Hajimirsadeghi
Learning to Detect Blue-White Structures in Dermoscopy Images With Weak Supervision. IEEE J. Biomed. Health Informatics 23 (2) (2019)
Yu Gong, Hossein Hajimirsadeghi, Jiawei He, Megha Nawhal, Thibaut Durand, Greg Mori
Variational Selective Autoencoder. AABI (2019)
Hossein Hajimirsadeghi, Greg Mori
Multi-Instance Classification by Max-Margin Training of Cardinality-Based Markov Networks. IEEE Trans. Pattern Anal. Mach. Intell. 39 (9) (2017)
Hossein Hajimirsadeghi, Wang Yan, Arash Vahdat, Greg Mori
Visual Recognition by Counting Instances: A Multi-Instance Cardinality Potential Kernel. CoRR (2015)
Hossein Hajimirsadeghi, Greg Mori
Learning Ensembles of Potential Functions for Structured Prediction with Latent Variables. ICCV (2015)
Hossein Hajimirsadeghi, Wang Yan, Arash Vahdat, Greg Mori
Visual recognition by counting instances: A multi-instance cardinality potential kernel. CVPR (2015)
Ali Madooei, Mark S. Drew, Hossein Hajimirsadeghi
Learning to Detect Blue-white Structures in Dermoscopy Images with Weak Supervision. CoRR (2015)
Mehran Khodabandeh, Arash Vahdat, Guang-Tong Zhou, Hossein Hajimirsadeghi, Mehrsan Javan Roshtkhari, Greg Mori, Stephen Se
Discovering Human Interactions in Videos with Limited Data Labeling. CoRR (2015)
Mehran Khodabandeh, Arash Vahdat, Guang-Tong Zhou, Hossein Hajimirsadeghi, Mehrsan Javan Roshtkhari, Greg Mori, Stephen Se
Discovering human interactions in videos with limited data labeling. CVPR Workshops (2015)
Sangmin Oh, Scott McCloskey, Ilseo Kim, Arash Vahdat, Kevin J. Cannons, Hossein Hajimirsadeghi, Greg Mori, A. G. Amitha Perera, Megha Pandey, Jason J. Corso
Multimedia event detection with multimodal feature fusion and temporal concept localization. Mach. Vis. Appl. 25 (1) (2014)
Hossein Hajimirsadeghi, Jinling Li, Greg Mori, Mohammad Zaki, Tarek Sayed
Multiple Instance Learning by Discriminative Training of Markov Networks. CoRR (2013)
Sangmin Oh, A. G. Amitha Perera, Ilseo Kim, Megha Pandey, Kevin J. Cannons, Hossein Hajimirsadeghi, Arash Vahdat, Greg Mori, Ben Miller, Scott McCloskey, You-Chi Cheng, Zhen Huang, Chin-Hui Lee, Chenliang Xu, Rohit Kumar, Wei Chen, Jason J. Corso, Li Fei-Fei, Daphne Koller, Vignesh Ramanathan, Kevin Tang, Armand Joulin, Alexandre Alahi
TRECVID 2013 GENIE: Multimedia Event Detection and Recounting. TRECVID (2013)
Hossein Hajimirsadeghi, Jinling Li, Greg Mori, Mohammad Zaki, Tarek Sayed
Multiple Instance Learning by Discriminative Training of Markov Networks. UAI (2013)
Hossein Hajimirsadeghi, Majid Nili Ahmadabadi, Babak Nadjar Araabi
Conceptual Imitation Learning Based on Perceptual and Functional Characteristics of Action. IEEE Trans. Auton. Ment. Dev. 5 (4) (2013)
Amir Hossein Nikoofard, Hossein Hajimirsadeghi, Ashkan Rahimi-Kian, Caro Lucas
Multiobjective invasive weed optimization: Application to analysis of Pareto improvement models in electricity markets. Appl. Soft Comput. 12 (1) (2012)
Hossein Hajimirsadeghi, Majid Nili Ahmadabadi, Babak Nadjar Araabi, Hadi Moradi
Conceptual Imitation Learning in a Human-Robot Interaction Paradigm. ACM Trans. Intell. Syst. Technol. 3 (2) (2012)
A. G. Amitha Perera, Sangmin Oh, Megha Pandey, Tianyang Ma, Anthony Hoogs, Arash Vahdat, Kevin J. Cannons, Hossein Hajimirsadeghi, Greg Mori, Scott McCloskey, Ben Miller, Sharath Venkatesha, Pedro Davalos, Pradipto Das, Chenliang Xu, Jason J. Corso, Rohini K. Srihari, Ilseo Kim, You-Chi Cheng, Zhen Huang, Chin-Hui Lee, Kevin Tang, Li Fei-Fei, Daphne Koller
TRECVID 2012 GENIE: Multimedia Event Detection and Recounting. TRECVID (2012)
Hossein Hajimirsadeghi, Greg Mori
Multiple instance real boosting with aggregation functions. ICPR (2012)
Hossein Hajimirsadeghi
Conceptual imitation learning based on functional effects of action. EUROCON (2011)
Hossein Hajimirsadeghi, Majid Nili Ahmadabadi, Mostafa Ajallooeian, Babak Nadjar Araabi, Hadi Moradi
Conceptual Imitation Learning: An Application to Human-robot Interaction. ACML (2010)
Mohsen Ramezani Ghalenoei, Hossein Hajimirsadeghi, Caro Lucas
Discrete invasive weed optimization algorithm: application to cooperative multiple task assignment of UAVs. CDC (2009)
Hossein Hajimirsadeghi, Ahmed Ghazanfari, Ashkan Rahimi-Kian, Caro Lucas
Cooperative Coevolutionary Invasive Weed Optimization and its Application to Nash Equilibrium Search in Electricity Markets. NaBIC (2009)
Hossein Hajimirsadeghi, Mahdy Nabaee, Babak Nadjar Araabi
Ant Colony Optimization with a Genetic Restart Approach toward Global Optimization. CSICC (2008)