Amin Banitalebi-Dehkordi

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 52

Top Topics

Combinatorial Optimization

Visual Saliency

Natural Language

Top Venues

Multim. Tools Appl.

IEEE Trans. Circuits Syst. Video Technol.

Publications

Masoud Mokhtari, Fatemeh Taheri Dezaki, Timo Bolkart, Betty Mohler Tesch, Rahul Suresh, Amin Banitalebi-Dehkordi
Skin Tone Disentanglement in 2D Makeup Transfer With Graph Neural Networks. ICASSP (2024)
Mehdi Seyfi, Amin Banitalebi-Dehkordi, Zirui Zhou, Yong Zhang
Exact Combinatorial Optimization with Temporo-Attentional Graph Neural Networks. ECML/PKDD (4) (2023)
Abdollah Amirkhani, Mohammad Parsa Karimi, Amin Banitalebi-Dehkordi
A survey on adversarial attacks and defenses for object detection and their applications in autonomous vehicles. Vis. Comput. 39 (11) (2023)
Mohammad Akbari, Saeed Ranjbar Alvar, Behnam Kamranian, Amin Banitalebi-Dehkordi, Yong Zhang
ArchBERT: Bi-Modal Understanding of Neural Architectures and Natural Languages. CoRR (2023)
Rindranirina Ramamonjison, Timothy T. Yu, Raymond Li, Haley Li, Giuseppe Carenini, Bissan Ghaddar, Shiqi He, Mahdi Mostajabdaveh, Amin Banitalebi-Dehkordi, Zirui Zhou, Yong Zhang
NL4Opt Competition: Formulating Optimization Problems Based on Their Natural Language Descriptions. CoRR (2023)
Xubo Lyu, Amin Banitalebi-Dehkordi, Mo Chen, Yong Zhang
Asynchronous, Option-Based Multi-Agent Policy Gradient: A Conditional Reasoning Approach. IROS (2023)
Mohammad Akbari, Saeed Ranjbar Alvar, Behnam Kamranian, Amin Banitalebi-Dehkordi, Yong Zhang
ArchBERT: Bi-Modal Understanding of Neural Architectures and Natural Languages. CoNLL (2023)
Fatemeh Taheri Dezaki, Himanshu Arora, Rahul Suresh, Amin Banitalebi-Dehkordi
Automated Material Properties Extraction For Enhanced Beauty Product Discovery and Makeup Virtual Try-on. CoRR (2023)
Parnian Afshar, Jenny Yeon, Andriy Levitskyy, Rahul Suresh, Amin Banitalebi-Dehkordi
Improving the Accuracy of Beauty Product Recommendations by Assessing Face Illumination Quality. CoRR (2023)
Amin Banitalebi-Dehkordi, Abdollah Amirkhani, Alireza Mohammadinasab
EBCDet: Energy-Based Curriculum for Robust Domain Adaptive Object Detection. IEEE Access 11 (2023)
Mehdi Seyfi, Amin Banitalebi-Dehkordi, Zirui Zhou, Yong Zhang
Exact Combinatorial Optimization with Temporo-Attentional Graph Neural Networks. CoRR (2023)
Rindranirina Ramamonjison, Haley Li, Timothy T. Yu, Shiqi He, Vishnu Rengan, Amin Banitalebi-Dehkordi, Zirui Zhou, Yong Zhang
Augmenting Operations Research with Auto-Formulation of Optimization Models from Problem Descriptions. CoRR (2022)
Tianyu Zhang, Amin Banitalebi-Dehkordi, Yong Zhang
Deep Reinforcement Learning for Exact Combinatorial Optimization: Learning to Branch. CoRR (2022)
Amin Banitalebi-Dehkordi, Pratik Gujjar, Yong Zhang
AuxMix: Semi-Supervised Learning with Unconstrained Unlabeled Data. CVPR Workshops (2022)
Amin Banitalebi-Dehkordi, Pratik Gujjar, Yong Zhang
AuxMix: Semi-Supervised Learning with Unconstrained Unlabeled Data. CoRR (2022)
Mehdi Seyfi, Amin Banitalebi-Dehkordi, Yong Zhang
Spatial Cross-Attention Improves Self-Supervised Visual Representation Learning. CoRR (2022)
Mohammad Akbari, Amin Banitalebi-Dehkordi, Yong Zhang
E-LANG: Energy-Based Joint Inferencing of Super and Swift Language Models. ACL (1) (2022)
Mehdi Seyfi, Amin Banitalebi-Dehkordi, Yong Zhang
Extending Momentum Contrast with Cross Similarity Consistency Regularization. CoRR (2022)
Rindra Ramamonjison, Haley Li, Timothy T. Yu, Shiqi He, Vishnu Rengan, Amin Banitalebi-Dehkordi, Zirui Zhou, Yong Zhang
Augmenting Operations Research with Auto-Formulation of Optimization Models From Problem Descriptions. EMNLP (Industry Track) (2022)
Tianyu Zhang, Amin Banitalebi-Dehkordi, Yong Zhang
Deep Reinforcement Learning for Exact Combinatorial Optimization: Learning to Branch. ICPR (2022)
Mehdi Seyfi, Amin Banitalebi-Dehkordi, Yong Zhang
Extending Momentum Contrast With Cross Similarity Consistency Regularization. IEEE Trans. Circuits Syst. Video Technol. 32 (10) (2022)
Morgan Heisler, Amin Banitalebi-Dehkordi, Yong Zhang
SemAug: Semantically Meaningful Image Augmentations for Object Detection Through Language Grounding. ECCV (36) (2022)
Morgan Heisler, Amin Banitalebi-Dehkordi, Yong Zhang
SemAug: Semantically Meaningful Image Augmentations for Object Detection Through Language Grounding. CoRR (2022)
Mohammad Akbari, Amin Banitalebi-Dehkordi, Yong Zhang
E-LANG: Energy-Based Joint Inferencing of Super and Swift Language Models. CoRR (2022)
Xubo Lyu, Amin Banitalebi-Dehkordi, Mo Chen, Yong Zhang
Multi-Agent Asynchronous Cooperation with Hierarchical Reinforcement Learning. CoRR (2022)
Rindra Ramamonjison, Amin Banitalebi-Dehkordi, Xinyu Kang, Xiaolong Bai, Yong Zhang
SimROD: A Simple Adaptation Method for Robust Object Detection. CoRR (2021)
Amin Banitalebi-Dehkordi, Xinyu Kang, Yong Zhang
Model Composition: Can Multiple Neural Networks Be Combined into a Single Network Using Only Unlabeled Data? CoRR (2021)
Rindranirina Ramamonjison, Timothy T. L. Yu, Raymond Li, Haley Li, Giuseppe Carenini, Bissan Ghaddar, Shiqi He, Mahdi Mostajabdaveh, Amin Banitalebi-Dehkordi, Zirui Zhou, Yong Zhang
NL4Opt Competition: Formulating Optimization Problems Based on Their Natural Language Descriptions. NeurIPS (Competition and Demos) (2021)
Mohammad Akbari, Amin Banitalebi-Dehkordi, Yong Zhang
EBJR: Energy-Based Joint Reasoning for Adaptive Inference. CoRR (2021)
Amin Banitalebi-Dehkordi, Naveen Vedula, Jian Pei, Fei Xia, Lanjun Wang, Yong Zhang
Auto-Split: A General Framework of Collaborative Edge-Cloud AI. KDD (2021)
Amin Banitalebi-Dehkordi, Xinyu Kang, Yong Zhang
Model Composition: Can Multiple Neural Networks Be Combined into a Single Network Using Only Unlabeled Data? BMVC (2021)
Amin Banitalebi-Dehkordi
Knowledge Distillation for Low-Power Object Detection: A Simple Technique and Its Extensions for Training Compact Models Using Unlabeled Data. ICCVW (2021)
Amin Banitalebi-Dehkordi, Yong Zhang
Repaint: Improving the Generalization of Down-Stream Visual Tasks by Generating Multiple Instances of Training Examples. BMVC (2021)
Mohammad Akbari, Amin Banitalebi-Dehkordi, Yong Zhang
EBJR: Energy-Based Joint Reasoning for Adaptive Inference. BMVC (2021)
Amin Banitalebi-Dehkordi, Yong Zhang
Repaint: Improving the Generalization of Down-Stream Visual Tasks by Generating Multiple Instances of Training Examples. CoRR (2021)
Amin Banitalebi-Dehkordi, Yong Zhang
ML4CO: Is GCNN All You Need? Graph Convolutional Neural Networks Produce Strong Baselines For Combinatorial Optimization Problems, If Tuned and Trained Properly, on Appropriate Data. CoRR (2021)
Amin Banitalebi-Dehkordi
Revisiting Knowledge Distillation for Object Detection. CoRR (2021)
Rindra Ramamonjison, Amin Banitalebi-Dehkordi, Xinyu Kang, Xiaolong Bai, Yong Zhang
SimROD: A Simple Adaptation Method for Robust Object Detection. ICCV (2021)
Amin Banitalebi-Dehkordi, Naveen Vedula, Jian Pei, Fei Xia, Lanjun Wang, Yong Zhang
Auto-Split: A General Framework of Collaborative Edge-Cloud AI. CoRR (2021)
Mehdi Banitalebi Dehkordi, Amin Banitalebi-Dehkordi, Jamshid Abouei, Konstantinos N. Plataniotis
Face recognition using a new compressive sensing-based feature extraction method. Multim. Tools Appl. 77 (11) (2018)
Amin Banitalebi-Dehkordi, Panos Nasiopoulos
Saliency inspired quality assessment of stereoscopic 3D video. Multim. Tools Appl. 77 (19) (2018)
Amin Banitalebi-Dehkordi, Yuanyuan Dong, Mahsa T. Pourazad, Panos Nasiopoulos
A Learning-Based Visual Saliency Fusion Model for High Dynamic Range Video (LBVS-HDR). CoRR (2018)
Amin Banitalebi-Dehkordi, Mehdi Banitalebi Dehkordi, Jamshid Abouei, Said Nader-Esfahani
An Improvement Technique based on Structural Similarity Thresholding for Digital Watermarking. CoRR (2018)
Amin Banitalebi-Dehkordi, Mahsa T. Pourazad, Panos Nasiopoulos
Effect of Eye Dominance on the Perception of Stereoscopic 3D Video. CoRR (2018)
Mehdi Banitalebi Dehkordi, Amin Banitalebi-Dehkordi
Music Genre Classification Using Spectral Analysis and Sparse Representation of the Signals. CoRR (2018)
Amin Banitalebi-Dehkordi, Mahsa T. Pourazad, Panos Nasiopoulos
A Learning-Based Visual Saliency Prediction Model for Stereoscopic 3D Video (LBVS-3D). CoRR (2018)
Amin Banitalebi-Dehkordi
3D Video Quality Assessment. CoRR (2018)
Amin Banitalebi-Dehkordi, Mahsa T. Pourazad, Panos Nasiopoulos
A learning-based visual saliency prediction model for stereoscopic 3D video (LBVS-3D). Multim. Tools Appl. 76 (22) (2017)
Amin Banitalebi-Dehkordi, Maryam Azimi, Mahsa T. Pourazad, Panos Nasiopoulos
Visual saliency aided High Dynamic Range (HDR) video quality metrics. ICC Workshops (2016)
Amin Banitalebi-Dehkordi, Eleni Nasiopoulos, Mahsa T. Pourazad, Panos Nasiopoulos
Benchmark three-dimensional eye-tracking dataset for visual saliency prediction on stereoscopic three-dimensional video. J. Electronic Imaging 25 (1) (2016)
Amin Banitalebi-Dehkordi, Mahsa T. Pourazad, Panos Nasiopoulos
An efficient human visual system based quality metric for 3D video. Multim. Tools Appl. 75 (8) (2016)
Hamid Reza Tohidypour, Amin Banitalebi-Dehkordi
Speech frame recognition based on less shift sensitive wavelet filter banks. Signal Image Video Process. 10 (4) (2016)
Amin Banitalebi-Dehkordi, Yuanyuan Dong, Mahsa T. Pourazad, Panos Nasiopoulos
A learning-based visual saliency fusion model for High Dynamic Range video (LBVS-HDR). EUSIPCO (2015)
Mehdi Banitalebi Dehkordi, Amin Banitalebi-Dehkordi
Music Genre Classification Using Spectral Analysis and Sparse Representation of the Signals. J. Signal Process. Syst. 74 (2) (2014)
Amin Banitalebi-Dehkordi, Mahsa T. Pourazad, Panos Nasiopoulos
Effect of high frame rates on 3D video quality of experience. ICCE (2014)
Amin Banitalebi-Dehkordi, Mehran Azimi, Mahsa T. Pourazad, Panos Nasiopoulos
Compression of high dynamic range video using the HEVC and H.264/AVC standards. QSHINE (2014)
Amin Banitalebi-Dehkordi, Mahsa T. Pourazad, Panos Nasiopoulos
Effect of eye dominance on the perception of stereoscopic 3D video. ICIP (2014)
Amin Banitalebi-Dehkordi, Mahsa T. Pourazad, Panos Nasiopoulos
3D video quality metric for 3D video compression. IVMSP (2013)
Amin Banitalebi-Dehkordi, Mahsa T. Pourazad, Panos Nasiopoulos
3D video quality metric for mobile applications. ICASSP (2013)
Amin Banitalebi-Dehkordi, Mahsa T. Pourazad, Panos Nasiopoulos
A study on the relationship between depth map quality and the overall 3D video quality of experience. 3DTV-Conference (2013)