Munawar Hayat - RankMe

177 papers A* 39A 7B 7C 2Journal 107Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ForeSea: AI Forensic Search with Multi-modal Queries for Video Surveillance. CoRR Hyojin Park, Yi Li, Janghoon Cho, Sungha Choi, Jungsoo Lee, Taotao Jing, Shuai Zhang, Munawar Hayat, Dashan Gao, Ning Bi, Fatih Porikli
2026	J	`jnl`	Memory-Efficient Fine-Tuning Diffusion Transformers via Dynamic Patch Sampling and Block Skipping. CoRR Sunghyun Park, Jeongho Kim, Hyoungwoo Park, Debasmit Das, Sungrack Yun, Munawar Hayat, Jaegul Choo, Fatih Porikli, Seokeon Choi
2025	J	`jnl`	Ar2Can: An Architect and an Artist Leveraging a Canvas for Multi-Human Generation. CoRR Shubhankar Borse, Phuc Pham, Farzad Farhadzadeh, Seokeon Choi, Phong Ha Nguyen, Anh Tuan Tran, Sungrack Yun, Munawar Hayat, Fatih Porikli
2025	J	`jnl`	Attention Guided Alignment in Efficient Vision-Language Models. CoRR Shweta Mahajan, Hoang Le, Hyojin Park, Farzad Farhadzadeh, Munawar Hayat, Fatih Porikli
2025	J	`jnl`	ConsNoTrainLoRA: Data-driven Weight Initialization of Low-rank Adapters using Constraints. CoRR Debasmit Das, Hyoungwoo Park, Munawar Hayat, Seokeon Choi, Sungrack Yun, Fatih Porikli
2025	A*	`conf`	CustomKD: Customizing Large Vision Foundation for Edge Model Improvement via Knowledge Distillation. CVPR Jungsoo Lee, Debasmit Das, Munawar Hayat, Sungha Choi, Kyuwoong Hwang, Fatih Porikli
2025	J	`jnl`	CustomKD: Customizing Large Vision Foundation for Edge Model Improvement via Knowledge Distillation. CoRR Jungsoo Lee, Debasmit Das, Munawar Hayat, Sungha Choi, Kyuwoong Hwang, Fatih Porikli
2025	J	`jnl`	DisCo: Reinforcement with Diversity Constraints for Multi-Human Generation. CoRR Shubhankar Borse, Farzad Farhadzadeh, Munawar Hayat, Fatih Porikli
2025	J	`jnl`	Do-Undo: Generating and Reversing Physical Actions in Vision-Language Models. CoRR Shweta Mahajan, Shreya Kadambi, Hoang Le, Munawar Hayat, Fatih Porikli
2025	J	`jnl`	DuoLoRA : Cycle-consistent and Rank-disentangled Content-Style Personalization. CoRR Aniket Roy, Shubhankar Borse, Shreya Kadambi, Debasmit Das, Shweta Mahajan, Risheek Garrepalli, Hyojin Park, Ankita Nayak, Rama Chellappa, Munawar Hayat, Fatih Porikli
2025	A*	`conf`	Erasing Undesirable Influence in Diffusion Models. CVPR Jing Wu, Trung Le, Munawar Hayat, Mehrtash Harandi
2025	J	`jnl`	FLoC: Facility Location-Based Efficient Visual Token Compression for Long Video Understanding. CoRR Janghoon Cho, Jungsoo Lee, Munawar Hayat, Kyuwoong Hwang, Fatih Porikli, Sungha Choi
2025	J	`jnl`	Flashbacks to Harmonize Stability and Plasticity in Continual Learning. CoRR Leila Mahmoodi, Peyman Moghadam, Munawar Hayat, Christian Simon, Mehrtash Harandi
2025	J	`jnl`	Flashbacks to harmonize stability and plasticity in continual learning. Neural Networks Leila Mahmoodi, Peyman Moghadam, Munawar Hayat, Christian Simon, Mehrtash Harandi
2025	J	`jnl`	Generalized Contrastive Learning for Universal Multimodal Retrieval. CoRR Jungsoo Lee, Janghoon Cho, Hyojin Park, Munawar Hayat, Kyuwoong Hwang, Fatih Porikli, Sungha Choi
2025	A*	`conf`	HyperNet Fields: Efficiently Training Hypernetworks without Ground Truth by Learning Weight Trajectories. CVPR Eric Hedlin, Munawar Hayat, Fatih Porikli, Kwang Moo Yi, Shweta Mahajan
2025	J	`jnl`	MultiHuman-Testbench: Benchmarking Image Generation for Multiple Humans. CoRR Shubhankar Borse, Seokeon Choi, Sunghyun Park, Jeongho Kim, Shreya Kadambi, Risheek Garrepalli, Sungrack Yun, Munawar Hayat, Fatih Porikli
2025	J	`jnl`	Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation. CoRR Sunghyun Park, Jungsoo Lee, Shubhankar Borse, Munawar Hayat, Sungha Choi, Kyuwoong Hwang, Fatih Porikli
2025	J	`jnl`	SubZero: Composing Subject, Style, and Action via Zero-Shot Personalization. CoRR Shubhankar Borse, Kartikeya Bhardwaj, Mohammad Reza Karimi Dastjerdi, Hyojin Park, Shreya Kadambi, Shobitha Shivakumar, Prathamesh Mandke, Ankita Nayak, Harris Teague, Munawar Hayat, Fatih Porikli
2025	A*	`conf`	Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning. CVPR Juntae Lee, Munawar Hayat, Sungrack Yun
2025	J	`jnl`	Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning. CoRR Juntae Lee, Munawar Hayat, Sungrack Yun
2024	A*	`conf`	1M-Deepfakes Detection Challenge. ACM Multimedia Zhixi Cai, Abhinav Dhall, Shreya Ghosh, Munawar Hayat, Dimitrios Kollias, Kalin Stefanov, Usman Tariq
2024	J	`jnl`	1M-Deepfakes Detection Challenge. CoRR Zhixi Cai, Abhinav Dhall, Shreya Ghosh, Munawar Hayat, Dimitrios Kollias, Kalin Stefanov, Usman Tariq
2024	A*	`conf`	AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset. ACM Multimedia Zhixi Cai, Shreya Ghosh, Aman Pankaj Adatia, Munawar Hayat, Abhinav Dhall, Tom Gedeon, Kalin Stefanov
2024	J	`jnl`	Automatic Gaze Analysis: A Survey of Deep Learning Based Approaches. IEEE Trans. Pattern Anal. Mach. Intell. Shreya Ghosh, Abhinav Dhall, Munawar Hayat, Jarrod Knibbe, Qiang Ji
2024	A*	`conf`	Concealing Sensitive Samples against Gradient Leakage in Federated Learning. AAAI Jing Wu, Munawar Hayat, Mingyi Zhou, Mehrtash Harandi
2024	—	`conf`	Conditional Distribution Modelling for Few-Shot Image Synthesis with Diffusion Models. ACCV (5) Parul Gupta, Munawar Hayat, Abhinav Dhall, Thanh-Toan Do
2024	J	`jnl`	Conditional Distribution Modelling for Few-Shot Image Synthesis with Diffusion Models. CoRR Parul Gupta, Munawar Hayat, Abhinav Dhall, Thanh-Toan Do
2024	J	`jnl`	DDIL: Improved Diffusion Distillation With Imitation Learning. CoRR Risheek Garrepalli, Shweta Mahajan, Munawar Hayat, Fatih Porikli
2024	J	`jnl`	Deep learning based synthesis of MRI, CT and PET: Review and analysis. Medical Image Anal. Sanuwani Dayarathna, Kh Tohidul Islam, Sergio Uribe, Guang Yang, Munawar Hayat, Zhaolin Chen
2024	—	`conf`	DiffAugment: Diffusion Based Long-Tailed Visual Relationship Recognition. ECCV Workshops (20) Parul Gupta, Tuan Nguyen, Abhinav Dhall, Munawar Hayat, Trung Le, Thanh-Toan Do
2024	J	`jnl`	DiffAugment: Diffusion based Long-Tailed Visual Relationship Recognition. CoRR Parul Gupta, Tuan Nguyen, Abhinav Dhall, Munawar Hayat, Trung Le, Thanh-Toan Do
2024	—	`conf`	Emolysis: A Multimodal Open-Source Group Emotion Analysis and Visualization Toolkit. ACII (Workshops and Demos) Shreya Ghosh, Zhixi Cai, Parul Gupta, Garima Sharma, Abhinav Dhall, Munawar Hayat, Tom Gedeon
2024	J	`jnl`	EraseDiff: Erasing Data Influence in Diffusion Models. CoRR Jing Wu, Trung Le, Munawar Hayat, Mehrtash Harandi
2024	J	`jnl`	FouRA: Fourier Low Rank Adaptation. CoRR Shubhankar Borse, Shreya Kadambi, Nilesh Prasad Pandey, Kartikeya Bhardwaj, Viswanath Ganapathy, Sweta Priyadarshi, Risheek Garrepalli, Rafael Esteves, Munawar Hayat, Fatih Porikli
2024	A*	`conf`	FouRA: Fourier Low-Rank Adaptation. NeurIPS Shubhankar Borse, Shreya Kadambi, Nilesh Prasad Pandey, Kartikeya Bhardwaj, Viswanath Ganapathy, Sweta Priyadarshi, Risheek Garrepalli, Rafael Esteves, Munawar Hayat, Fatih Porikli
2024	J	`jnl`	HyperNet Fields: Efficiently Training Hypernetworks without Ground Truth by Learning Weight Trajectories. CoRR Eric Hedlin, Munawar Hayat, Fatih Porikli, Kwang Moo Yi, Shweta Mahajan
2024	A*	`conf`	OCAI: Improving Optical Flow Estimation by Occlusion and Consistency Aware Interpolation. CVPR Jisoo Jeong, Hong Cai, Risheek Garrepalli, Jamie Menjay Lin, Munawar Hayat, Fatih Porikli
2024	J	`jnl`	OCAI: Improving Optical Flow Estimation by Occlusion and Consistency Aware Interpolation. CoRR Jisoo Jeong, Hong Cai, Risheek Garrepalli, Jamie Menjay Lin, Munawar Hayat, Fatih Porikli
2024	J	`jnl`	PosSAM: Panoptic Open-vocabulary Segment Anything. CoRR Vibashan VS, Shubhankar Borse, Hyojin Park, Debasmit Das, Vishal M. Patel, Munawar Hayat, Fatih Porikli
2024	J	`jnl`	Survey: Image mixing and deleting for data augmentation. Eng. Appl. Artif. Intell. Humza Naveed, Saeed Anwar, Munawar Hayat, Kashif Javed, Ajmal Mian
2024	J	`jnl`	Unified Open-Vocabulary Dense Visual Prediction. IEEE Trans. Multim. Hengcan Shi, Munawar Hayat, Jianfei Cai
2023	J	`jnl`	"Glitch in the Matrix!": A Large Scale Benchmark for Content Driven Audio-Visual Forgery Detection and Localization. CoRR Zhixi Cai, Shreya Ghosh, Abhinav Dhall, Tom Gedeon, Kalin Stefanov, Munawar Hayat
2023	—	`conf`	AI-Assisted Digital Pathology for Computational distinction of adenocarcinoma vs squamous cell carcinoma. M2VIP Vyomesh Jamwal, Abzal Nurgazy, Amina Izbassar, Munawar Hayat
2023	J	`jnl`	AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset. CoRR Zhixi Cai, Shreya Ghosh, Aman Pankaj Adatia, Munawar Hayat, Abhinav Dhall, Kalin Stefanov
2023	B	`conf`	Can we Distill Knowledge from Powerful Teachers Directly? ICIP Chengyao Qian, Munawar Hayat, Mehrtash Harandi
2023	A*	`conf`	Context-aware Alignment and Mutual Masking for 3D-Language Pre-training. CVPR Zhao Jin, Munawar Hayat, Yuwei Yang, Yulan Guo, Yinjie Lei
2023	J	`jnl`	Deep Hypersphere Feature Regularization for Weakly Supervised RGB-D Salient Object Detection. IEEE Trans. Image Process. Zhiyu Liu, Munawar Hayat, Hong Yang, Duo Peng, Yinjie Lei
2023	J	`jnl`	Emolysis: A Multimodal Open-Source Group Emotion Analysis and Visualization Toolkit. CoRR Shreya Ghosh, Zhixi Cai, Parul Gupta, Garima Sharma, Abhinav Dhall, Munawar Hayat, Tom Gedeon
2023	A*	`conf`	Energy-based Self-Training and Normalization for Unsupervised Domain Adaptation. ICCV Samitha Herath, Basura Fernando, Ehsan Abbasnejad, Munawar Hayat, Shahram Khadivi, Mehrtash Harandi, Hamid Rezatofighi, Gholamreza Haffari
2023	A*	`conf`	Geometry and Uncertainty-Aware 3D Point Cloud Class-Incremental Semantic Segmentation. CVPR Yuwei Yang, Munawar Hayat, Zhao Jin, Chao Ren, Yinjie Lei
2023	—	`conf`	GraphITTI: Attributed Graph-based Dominance Ranking in Social Interaction Videos. ICMI Companion Garima Sharma, Shreya Ghosh, Abhinav Dhall, Munawar Hayat, Jianfei Cai, Tom Gedeon
2023	A	`conf`	LAVA:Label-efficient Visual Learning and Adaptation. WACV Islam Nassar, Munawar Hayat, Ehsan Abbasnejad, Hamid Rezatofighi, Mehrtash Harandi, Gholamreza Haffari
2023	J	`jnl`	Learning Enriched Features for Fast Image Restoration and Enhancement. IEEE Trans. Pattern Anal. Mach. Intell. Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao
2023	A*	`conf`	MARLIN: Masked Autoencoder for facial video Representation LearnINg. CVPR Zhixi Cai, Shreya Ghosh, Kalin Stefanov, Abhinav Dhall, Jianfei Cai, Hamid Rezatofighi, Reza Haffari, Munawar Hayat
2023	A*	`conf`	Open-Vocabulary Object Detection via Scene Graph Discovery. ACM Multimedia Hengcan Shi, Munawar Hayat, Jianfei Cai
2023	J	`jnl`	Open-Vocabulary Object Detection via Scene Graph Discovery. CoRR Hengcan Shi, Munawar Hayat, Jianfei Cai
2023	J	`jnl`	ProtoCon: Pseudo-label Refinement via Online Clustering and Prototypical Consistency for Efficient Semi-supervised Learning. CoRR Islam Nassar, Munawar Hayat, Ehsan Abbasnejad, Hamid Rezatofighi, Gholamreza Haffari
2023	A*	`conf`	Protocon: Pseudo-Label Refinement via Online Clustering and Prototypical Consistency for Efficient Semi-Supervised Learning. CVPR Islam Nassar, Munawar Hayat, Ehsan Abbasnejad, Hamid Rezatofighi, Gholamreza Haffari
2023	A	`conf`	Real-Time Trajectory-Based Social Group Detection. IROS Simindokht Jahangard, Munawar Hayat, Hamid Rezatofighi
2023	J	`jnl`	Real-time Trajectory-based Social Group Detection. CoRR Simindokht Jahangard, Munawar Hayat, Hamid Rezatofighi
2023	J	`jnl`	Stylized Adversarial Defense. IEEE Trans. Pattern Anal. Mach. Intell. Muzammal Naseer, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Fatih Porikli
2023	J	`jnl`	Synthesis of a six-bar mechanism for generating knee and ankle motion trajectories using deep generative neural network. Eng. Appl. Artif. Intell. Akim Kapsalyamov, Shahid Hussain, Nicholas A. T. Brown, Roland Goecke, Munawar Hayat, Prashant Kumar Jamwal
2023	A*	`conf`	Transformer Scale Gate for Semantic Segmentation. CVPR Hengcan Shi, Munawar Hayat, Jianfei Cai
2023	J	`jnl`	Transformers in medical imaging: A survey. Medical Image Anal. Fahad Shamshad, Salman H. Khan, Syed Waqas Zamir, Muhammad Haris Khan, Munawar Hayat, Fahad Shahbaz Khan, Huazhu Fu
2023	J	`jnl`	Uncertainty-guided dual-views for semi-supervised volumetric medical image segmentation. Nat. Mac. Intell. Himashi Peiris, Munawar Hayat, Zhaolin Chen, Gary F. Egan, Mehrtash Harandi
2023	J	`jnl`	Unified Open-Vocabulary Dense Visual Prediction. CoRR Hengcan Shi, Munawar Hayat, Jianfei Cai
2023	J	`jnl`	Unpaired referring expression grounding via bidirectional cross-modal matching. Neurocomputing Hengcan Shi, Munawar Hayat, Jianfei Cai
2023	A*	`conf`	Zero-Shot Point Cloud Segmentation by Semantic-Visual Aware Synthesis. ICCV Yuwei Yang, Munawar Hayat, Zhao Jin, Hongyuan Zhu, Yinjie Lei
2022	—	`conf`	'Labelling the Gaps': A Weakly Supervised Automatic Eye Gaze Estimation. ACCV (4) Shreya Ghosh, Abhinav Dhall, Munawar Hayat, Jarrod Knibbe
2022	J	`jnl`	'Labelling the Gaps': A Weakly Supervised Automatic Eye Gaze Estimation. CoRR Shreya Ghosh, Abhinav Dhall, Jarrod Knibbe, Munawar Hayat
2022	—	`conf`	A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation. MICCAI (5) Himashi Peiris, Munawar Hayat, Zhaolin Chen, Gary F. Egan, Mehrtash Harandi
2022	B	`conf`	AV-GAZE: A Study on the Effectiveness of Audio Guided Visual Attention Estimation for Non-profilic Faces. ICIP Shreya Ghosh, Abhinav Dhall, Munawar Hayat, Jarrod Knibbe
2022	J	`jnl`	AV-Gaze: A Study on the Effectiveness of Audio Guided Visual Attention Estimation for Non-Profilic Faces. CoRR Shreya Ghosh, Abhinav Dhall, Munawar Hayat, Jarrod Knibbe
2022	J	`jnl`	CLIP model is an Efficient Continual Learner. CoRR Vishal Thengane, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan
2022	J	`jnl`	Defense against Privacy Leakage in Federated Learning. CoRR Jing Wu, Munawar Hayat, Mingyi Zhou, Mehrtash Harandi
2022	A*	`conf`	Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds. CVPR Zhao Jin, Yinjie Lei, Naveed Akhtar, Haifeng Li, Munawar Hayat
2022	J	`jnl`	Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds. CoRR Zhao Jin, Yinjie Lei, Naveed Akhtar, Haifeng Li, Munawar Hayat
2022	J	`jnl`	Do You Really Mean That? Content Driven Audio-Visual Deepfake Dataset and Multimodal Method for Temporal Forgery Localization. CoRR Zhixi Cai, Kalin Stefanov, Abhinav Dhall, Munawar Hayat
2022	—	`conf`	Hybrid Window Attention Based Transformer Architecture for Brain Tumor Segmentation. BrainLes@MICCAI (2) Himashi Peiris, Munawar Hayat, Zhaolin Chen, Gary F. Egan, Mehrtash Harandi
2022	J	`jnl`	Hybrid Window Attention Based Transformer Architecture for Brain Tumor Segmentation. CoRR Himashi Peiris, Munawar Hayat, Zhaolin Chen, Gary F. Egan, Mehrtash Harandi
2022	J	`jnl`	LAVA: Label-efficient Visual Learning and Adaptation. CoRR Islam Nassar, Munawar Hayat, Ehsan Abbasnejad, Hamid Rezatofighi, Mehrtash Harandi, Gholamreza Haffari
2022	J	`jnl`	Learning Enriched Features for Fast Image Restoration and Enhancement. CoRR Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao
2022	J	`jnl`	MARLIN: Masked Autoencoder for facial video Representation LearnINg. CoRR Zhixi Cai, Shreya Ghosh, Kalin Stefanov, Abhinav Dhall, Jianfei Cai, Hamid Rezatofighi, Reza Haffari, Munawar Hayat
2022	A	`conf`	MTGLS: Multi-Task Gaze Estimation with Limited Supervision. WACV Shreya Ghosh, Munawar Hayat, Abhinav Dhall, Jarrod Knibbe
2022	—	`conf`	NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results. CVPR Workshops Yawei Li, Kai Zhang, Radu Timofte, Luc Van Gool, Fangyuan Kong, Mingxi Li, Songwei Liu, Zongcai Du, Ding Liu, Chenhui Zhou, Jingyi Chen, Qingrui Han, Zheyuan Li, Yingqi Liu, Xiangyu Chen, Haoming Cai, Yu Qiao, Chao Dong, Long Sun, Jinshan Pan, Yi Zhu, Zhikai Zong, Xiaoxiao Liu, Zheng Hui, Tao Yang, Peiran Ren, Xuansong Xie, Xian-Sheng Hua, Yanbo Wang, Xiaozhong Ji, Chuming Lin, Donghao Luo, Ying Tai, Chengjie Wang, Zhizhong Zhang, Yuan Xie, Shen Cheng, Ziwei Luo, Lei Yu, Zhihong Wen, Qi Wu, Youwei Li, Haoqiang Fan, Jian Sun, Shuaicheng Liu, Yuanfei Huang, Meiguang Jin, Hua Huang, Jing Liu, Xinjian Zhang, Yan Wang, Lingshun Long, Gen Li, Yuanfan Zhang, Zuowei Cao, Lei Sun, Panaetov Alexander, Yucong Wang, Minjie Cai, Li Wang, Lu Tian, Zheyuan Wang, Hongbing Ma, Jie Liu, Chao Chen, Yidong Cai, Jie Tang, Gangshan Wu, Weiran Wang, Shirui Huang, Honglei Lu, Huan Liu, Keyan Wang, Jun Chen, Shi Chen, Yuchun Miao, Zimo Huang, Lefei Zhang, Mustafa Ayazoglu, Wei Xiong, Chengyi Xiong, Fei Wang, Hao Li, Ruimian Wen, Zhijing Yang, Wenbin Zou, Weixin Zheng, Tian Ye, Yuncheng Zhang, Xiangzhen Kong, Aditya Arora, Syed Waqas Zamir, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Dandan Gao, Dengwen Zhou, Qian Ning, Jingzhu Tang, Han Huang, Yufei Wang, Zhangheng Peng, Haobo Li, Wenxue Guan, Shenghua Gong, Xin Li, Jun Liu, Wanjun Wang, Kun Zeng, Hanjiang Lin, Xinyu Chen, Jinsheng Fang
2022	A*	`conf`	ProposalCLIP: Unsupervised Open-Category Object Proposal Generation via Exploiting CLIP Cues. CVPR Hengcan Shi, Munawar Hayat, Yicheng Wu, Jianfei Cai
2022	J	`jnl`	ProposalCLIP: Unsupervised Open-Category Object Proposal Generation via Exploiting CLIP Cues. CoRR Hengcan Shi, Munawar Hayat, Yicheng Wu, Jianfei Cai
2022	A*	`conf`	Restormer: Efficient Transformer for High-Resolution Image Restoration. CVPR Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang
2022	A*	`conf`	Semantic-Aware Domain Generalized Segmentation. CVPR Duo Peng, Yinjie Lei, Munawar Hayat, Yulan Guo, Wen Li
2022	J	`jnl`	Semantic-Aware Domain Generalized Segmentation. CoRR Duo Peng, Yinjie Lei, Munawar Hayat, Yulan Guo, Wen Li
2022	A*	`conf`	Towards Robust and Reproducible Active Learning using Neural Networks. CVPR Prateek Munjal, Nasir Hayat, Munawar Hayat, Jamshid Sourati, Shadab Khan
2022	J	`jnl`	Transformer Scale Gate for Semantic Segmentation. CoRR Hengcan Shi, Munawar Hayat, Jianfei Cai
2022	J	`jnl`	Transformers in Medical Imaging: A Survey. CoRR Fahad Shamshad, Salman Khan, Syed Waqas Zamir, Muhammad Haris Khan, Munawar Hayat, Fahad Shahbaz Khan, Huazhu Fu
2022	J	`jnl`	Transformers in Vision: A Survey. ACM Comput. Surv. Salman H. Khan, Muzammal Naseer, Munawar Hayat, Syed Waqas Zamir, Fahad Shahbaz Khan, Mubarak Shah
2022	J	`jnl`	Unpaired Referring Expression Grounding via Bidirectional Cross-Modal Matching. CoRR Hengcan Shi, Munawar Hayat, Jianfei Cai
2021	J	`jnl`	A Volumetric Transformer for Accurate 3D Tumor Segmentation. CoRR Himashi Peiris, Munawar Hayat, Zhaolin Chen, Gary F. Egan, Mehrtash Harandi
2021	J	`jnl`	Automatic Gaze Analysis: A Survey of Deep Learning based Approaches. CoRR Shreya Ghosh, Abhinav Dhall, Munawar Hayat, Jarrod Knibbe, Qiang Ji
2021	A*	`conf`	D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations. ICCV Sanath Narayan, Hisham Cholakkal, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao
2021	J	`jnl`	Deeply Supervised Discriminative Learning for Adversarial Defense. IEEE Trans. Pattern Anal. Mach. Intell. Aamir Mustafa, Salman H. Khan, Munawar Hayat, Roland Goecke, Jianbing Shen, Ling Shao
2021	A*	`conf`	Intriguing Properties of Vision Transformers. NeurIPS Muzammal Naseer, Kanchana Ranasinghe, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang
2021	J	`jnl`	Intriguing Properties of Vision Transformers. CoRR Muzammal Naseer, Kanchana Ranasinghe, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang
2021	J	`jnl`	Low Light Image Enhancement via Global and Local Context Modeling. CoRR Aditya Arora, Muhammad Haris, Syed Waqas Zamir, Munawar Hayat, Fahad Shahbaz Khan, Ling Shao, Ming-Hsuan Yang
2021	J	`jnl`	MTGLS: Multi-Task Gaze Estimation with Limited Supervision. CoRR Shreya Ghosh, Munawar Hayat, Abhinav Dhall, Jarrod Knibbe
2021	A	`conf`	Meta-learning the Learning Trends Shared Across Tasks. BMVC Jathushan Rajasegaran, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Mubarak Shah
2021	A*	`conf`	Multi-Stage Progressive Image Restoration. CVPR Syed Waqas Zamir, Aditya Arora, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao
2021	J	`jnl`	Multi-Stage Progressive Image Restoration. CoRR Syed Waqas Zamir, Aditya Arora, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao
2021	A*	`conf`	On Generating Transferable Targeted Perturbations. ICCV Muzammal Naseer, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Fatih Porikli
2021	J	`jnl`	On Generating Transferable Targeted Perturbations. CoRR Muzammal Naseer, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Fatih Porikli
2021	A*	`conf`	Orthogonal Projection Loss. ICCV Kanchana Ranasinghe, Muzammal Naseer, Munawar Hayat, Salman H. Khan, Fahad Shahbaz Khan
2021	J	`jnl`	Orthogonal Projection Loss. CoRR Kanchana Ranasinghe, Muzammal Naseer, Munawar Hayat, Salman H. Khan, Fahad Shahbaz Khan
2021	J	`jnl`	Restormer: Efficient Transformer for High-Resolution Image Restoration. CoRR Syed Waqas Zamir, Aditya Arora, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang
2021	A	`conf`	Self-supervised Knowledge Distillation for Few-shot Learning. BMVC Jathushan Rajasegaran, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Mubarak Shah
2021	J	`jnl`	Transformers in Vision: A Survey. CoRR Salman H. Khan, Muzammal Naseer, Munawar Hayat, Syed Waqas Zamir, Fahad Shahbaz Khan, Mubarak Shah
2020	A*	`conf`	A Self-supervised Approach for Adversarial Robustness. CVPR Muzammal Naseer, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Fatih Porikli
2020	J	`jnl`	A Self-supervised Approach for Adversarial Robustness. CoRR Muzammal Naseer, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Fatih Porikli
2020	—	`conf`	AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results. ECCV Workshops (3) Pengxu Wei, Hannan Lu, Radu Timofte, Liang Lin, Wangmeng Zuo, Zhihong Pan, Baopu Li, Teng Xi, Yanwen Fan, Gang Zhang, Jingtuo Liu, Junyu Han, Errui Ding, Tangxin Xie, Liang Cao, Yan Zou, Yi Shen, Jialiang Zhang, Yu Jia, Kaihua Cheng, Chenhuan Wu, Yue Lin, Cen Liu, Yunbo Peng, Xueyi Zou, Zhipeng Luo, Yuehan Yao, Zhenyu Xu, Syed Waqas Zamir, Aditya Arora, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Keon-Hee Ahn, Jun-Hyuk Kim, Jun-Ho Choi, Jong-Seok Lee, Tongtong Zhao, Shanshan Zhao, Yoseob Han, Byung-Hoon Kim, JaeHyun Baek, Haoning Wu, Dejia Xu, Bo Zhou, Wei Guan, Xiaobo Li, Chen Ye, Hao Li, Haoyu Zhong, Yukai Shi, Zhijing Yang, Xiaojun Yang, Xin Li, Xin Jin, Yaojun Wu, Yingxue Pang, Sen Liu, Zhi-Song Liu, Li-Wen Wang, Chu-Tak Li, Marie-Paule Cani, Wan-Chi Siu, Yuanbo Zhou, Rao Muhammad Umer, Christian Micheloni, Xiaofeng Cong, Rajat Gupta, Feras Almasri, Thomas Vandamme, Olivier Debeir
2020	J	`jnl`	AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results. CoRR Pengxu Wei, Hannan Lu, Radu Timofte, Liang Lin, Wangmeng Zuo, Zhihong Pan, Baopu Li, Teng Xi, Yanwen Fan, Gang Zhang, Jingtuo Liu, Junyu Han, Errui Ding, Tangxin Xie, Liang Cao, Yan Zou, Yi Shen, Jialiang Zhang, Yu Jia, Kaihua Cheng, Chenhuan Wu, Yue Lin, Cen Liu, Yunbo Peng, Xueyi Zou, Zhipeng Luo, Yuehan Yao, Zhenyu Xu, Syed Waqas Zamir, Aditya Arora, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Keon-Hee Ahn, Jun-Hyuk Kim, Jun-Ho Choi, Jong-Seok Lee, Tongtong Zhao, Shanshan Zhao, Yoseob Han, Byung-Hoon Kim, JaeHyun Baek, Haoning Wu, Dejia Xu, Bo Zhou, Wei Guan, Xiaobo Li, Chen Ye, Hao Li, Haoyu Zhong, Yukai Shi, Zhijing Yang, Xiaojun Yang, Xin Li, Xin Jin, Yaojun Wu, Yingxue Pang, Sen Liu, Zhi-Song Liu, Li-Wen Wang, Chu-Tak Li, Marie-Paule Cani, Wan-Chi Siu, Yuanbo Zhou, Rao Muhammad Umer, Christian Micheloni, Xiaofeng Cong, Rajat Gupta, Feras Almasri, Thomas Vandamme, Olivier Debeir
2020	A*	`conf`	CycleISP: Real Image Restoration via Improved Data Synthesis. CVPR Syed Waqas Zamir, Aditya Arora, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao
2020	J	`jnl`	CycleISP: Real Image Restoration via Improved Data Synthesis. CoRR Syed Waqas Zamir, Aditya Arora, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao
2020	J	`jnl`	D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations. CoRR Sanath Narayan, Hisham Cholakkal, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao
2020	B	`conf`	Fused Geometry Augmented Images For Analyzing Textured Mesh. ICIP Bilal Taha, Munawar Hayat, Stefano Berretti, Naoufel Werghi
2020	J	`jnl`	Image Super-Resolution as a Defense Against Adversarial Attacks. IEEE Trans. Image Process. Aamir Mustafa, Salman H. Khan, Munawar Hayat, Jianbing Shen, Ling Shao
2020	J	`jnl`	Learned 3D Shape Representations Using Fused Geometrically Augmented Images: Application to Facial Expression and Action Unit Detection. IEEE Trans. Circuits Syst. Video Technol. Bilal Taha, Munawar Hayat, Stefano Berretti, Dimitrios Hatzinakos, Naoufel Werghi
2020	—	`conf`	Learning Enriched Features for Real Image Restoration and Enhancement. ECCV (25) Syed Waqas Zamir, Aditya Arora, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao
2020	J	`jnl`	Learning Enriched Features for Real Image Restoration and Enhancement. CoRR Syed Waqas Zamir, Aditya Arora, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao
2020	J	`jnl`	Meta-learning the Learning Trends Shared Across Tasks. CoRR Jathushan Rajasegaran, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Mubarak Shah
2020	J	`jnl`	Self-supervised Knowledge Distillation for Few-shot Learning. CoRR Jathushan Rajasegaran, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Mubarak Shah
2020	J	`jnl`	Stylized Adversarial Defense. CoRR Muzammal Naseer, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Fatih Porikli
2020	—	`conf`	Synthesizing the Unseen for Zero-Shot Object Detection. ACCV (3) Nasir Hayat, Munawar Hayat, Shafin Rahman, Salman H. Khan, Syed Waqas Zamir, Fahad Shahbaz Khan
2020	J	`jnl`	Synthesizing the Unseen for Zero-shot Object Detection. CoRR Nasir Hayat, Munawar Hayat, Shafin Rahman, Salman H. Khan, Syed Waqas Zamir, Fahad Shahbaz Khan
2020	J	`jnl`	Towards Robust and Reproducible Active Learning Using Neural Networks. CoRR Prateek Munjal, Nasir Hayat, Munawar Hayat, Jamshid Sourati, Shadab Khan
2020	A*	`conf`	iTAML: An Incremental Task-Agnostic Meta-learning Approach. CVPR Jathushan Rajasegaran, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Mubarak Shah
2020	J	`jnl`	iTAML: An Incremental Task-Agnostic Meta-learning Approach. CoRR Jathushan Rajasegaran, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Mubarak Shah
2019	A*	`conf`	Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks. ICCV Aamir Mustafa, Salman H. Khan, Munawar Hayat, Roland Goecke, Jianbing Shen, Ling Shao
2019	J	`jnl`	Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks. CoRR Aamir Mustafa, Salman H. Khan, Munawar Hayat, Roland Goecke, Jianbing Shen, Ling Shao
2019	—	`conf`	Fused Geometry Augmented Images for Analyzing Textured Mesh. ICSM Bilal Taha, Munawar Hayat, Stefano Berretti, Naoufel Werghi
2019	A*	`conf`	Gaussian Affinity for Max-Margin Class Imbalanced Learning. ICCV Munawar Hayat, Salman H. Khan, Syed Waqas Zamir, Jianbing Shen, Ling Shao
2019	J	`jnl`	Image Super-Resolution as a Defense Against Adversarial Attacks. CoRR Aamir Mustafa, Salman H. Khan, Munawar Hayat, Jianbing Shen, Ling Shao
2019	J	`jnl`	Learned 3D Shape Representations Using Fused Geometrically Augmented Images: Application to Facial Expression and Action Unit Detection. CoRR Bilal Taha, Munawar Hayat, Stefano Berretti, Naoufel Werghi
2019	J	`jnl`	Max-margin Class Imbalanced Learning with Gaussian Affinity. CoRR Munawar Hayat, Salman H. Khan, Waqas Zamir, Jianbing Shen, Ling Shao
2019	A*	`conf`	Random Path Selection for Continual Learning. NeurIPS Jathushan Rajasegaran, Munawar Hayat, Salman H. Khan, Fahad Shahbaz Khan, Ling Shao
2019	J	`jnl`	Random Path Selection for Incremental Learning. CoRR Jathushan Rajasegaran, Munawar Hayat, Salman H. Khan, Fahad Shahbaz Khan, Ling Shao
2019	J	`jnl`	Regularization of deep neural networks with spectral dropout. Neural Networks Salman H. Khan, Munawar Hayat, Fatih Porikli
2019	A*	`conf`	Striking the Right Balance With Uncertainty. CVPR Salman H. Khan, Munawar Hayat, Syed Waqas Zamir, Jianbing Shen, Ling Shao
2019	J	`jnl`	Striking the Right Balance with Uncertainty. CoRR Salman H. Khan, Munawar Hayat, Waqas Zamir, Jianbing Shen, Ling Shao
2019	A*	`conf`	Unsupervised Primitive Discovery for Improved 3D Generative Modeling. CVPR Salman H. Khan, Yulan Guo, Munawar Hayat, Nick Barnes
2019	J	`jnl`	Unsupervised Primitive Discovery for Improved 3D Generative Modeling. CoRR Salman H. Khan, Yulan Guo, Munawar Hayat, Nick Barnes
2018	A	`conf`	Adversarial Training of Variational Auto-Encoders for High Fidelity Image Generation. WACV Salman H. Khan, Munawar Hayat, Nick Barnes
2018	J	`jnl`	Adversarial Training of Variational Auto-encoders for High Fidelity Image Generation. CoRR Salman H. Khan, Munawar Hayat, Nick Barnes
2018	J	`jnl`	Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data. IEEE Trans. Neural Networks Learn. Syst. Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
2018	J	`jnl`	Response to "Ghost Numbers". IEEE Trans. Pattern Anal. Mach. Intell. Munawar Hayat, Mohammed Bennamoun, Senjian An
2017	B	`conf`	A Video-Based Facial Behaviour Analysis Approach to Melancholia. FG Shalini Bhatia, Munawar Hayat, Michael Breakspear, Gordon Parker, Roland Goecke
2017	B	`conf`	A multimodal system to characterise melancholia: cascaded bag of words approach. ICMI Shalini Bhatia, Munawar Hayat, Roland Goecke
2017	J	`jnl`	Empowering Simple Binary Classifiers for Image Set Based Face Recognition. Int. J. Comput. Vis. Munawar Hayat, Salman H. Khan, Mohammed Bennamoun
2017	B	`conf`	Heart rate estimation from facial videos for depression analysis. ACII Aamir Mustafa, Shalini Bhatia, Munawar Hayat, Roland Goecke
2017	—	`conf`	Investigating Word Affect Features and Fusion of Probabilistic Predictions Incorporating Uncertainty in AVEC 2017. AVEC@ACM Multimedia Ting Dang, Brian Stasak, Zhaocheng Huang, Sadari Jayawardena, Mia Atcheson, Munawar Hayat, Phu Ngoc Le, Vidhyasaharan Sethu, Roland Goecke, Julien Epps
2017	A*	`conf`	Joint Registration and Representation Learning for Unconstrained Face Identification. CVPR Munawar Hayat, Salman H. Khan, Naoufel Werghi, Roland Goecke
2017	J	`jnl`	Regularization of Deep Neural Networks with Spectral Dropout. CoRR Salman H. Khan, Munawar Hayat, Fatih Porikli
2017	A*	`conf`	Scene Categorization with Spectral Features. ICCV Salman H. Khan, Munawar Hayat, Fatih Porikli
2016	J	`jnl`	A Discriminative Representation of Convolutional Features for Indoor Scene Recognition. IEEE Trans. Image Process. Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
2016	J	`jnl`	A Spatial Layout and Scale Invariant Feature Representation for Indoor Scene Classification. IEEE Trans. Image Process. Munawar Hayat, Salman H. Khan, Mohammed Bennamoun, Senjian An
2016	J	`jnl`	A Two-Phase Weighted Collaborative Representation for 3D partial face recognition with single sample. Pattern Recognit. Yinjie Lei, Yulan Guo, Munawar Hayat, Mohammed Bennamoun, Xinzhi Zhou
2016	J	`jnl`	An RGB-D based image set classification for robust face recognition from Kinect data. Neurocomputing Munawar Hayat, Mohammed Bennamoun, Amar A. El-Sallam
2016	J	`jnl`	Measuring the Effect of CMMI Quality Standard on Agile Scrum Model. CoRR Munawar Hayat, M. Rizwan Jameel Qureshi
2015	J	`jnl`	A Discriminative Representation of Convolutional Features for Indoor Scene Recognition. CoRR Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
2015	J	`jnl`	A Spatial Layout and Scale Invariant Feature Representation for Indoor Scene Classification. CoRR Munawar Hayat, Salman H. Khan, Mohammed Bennamoun, Senjian An
2015	A*	`conf`	Contractive Rectifier Networks for Nonlinear Maximum Margin Classification. ICCV Senjian An, Munawar Hayat, Salman H. Khan, Mohammed Bennamoun, Farid Boussaïd, Ferdous Ahmed Sohel
2015	J	`jnl`	Deep Reconstruction Models for Image Set Classification. IEEE Trans. Pattern Anal. Mach. Intell. Munawar Hayat, Mohammed Bennamoun, Senjian An
2014	J	`jnl`	An Automatic Framework for Textured 3D Video-Based Facial Expression Recognition. IEEE Trans. Affect. Comput. Munawar Hayat, Mohammed Bennamoun
2014	J	`jnl`	An efficient 3D face recognition approach using local geometrical signatures. Pattern Recognit. Yinjie Lei, Mohammed Bennamoun, Munawar Hayat, Yulan Guo
2014	A*	`conf`	Learning Non-linear Reconstruction Models for Image Set Classification. CVPR Munawar Hayat, Mohammed Bennamoun, Senjian An
2014	—	`conf`	Reverse Training: An Efficient Approach for Image Set Classification. ECCV (6) Munawar Hayat, Mohammed Bennamoun, Senjian An
2013	A	`conf`	Clustering of video-patches on Grassmannian manifold for facial expression recognition from 3D videos. WACV Munawar Hayat, Mohammed Bennamoun, Amar A. El-Sallam
2012	C	`conf`	Evaluation of Spatiotemporal Detectors and Descriptors for Facial Expression Recognition. HSI Munawar Hayat, Mohammed Bennamoun, Amar A. El-Sallam
2012	B	`conf`	Fully automatic face recognition from 3D videos. ICPR Munawar Hayat, Mohammed Bennamoun, Amar A. El-Sallam
2012	C	`conf`	Novel low level local features for 3D expression invariant face recognition. ICARCV Munawar Hayat, Mohammed Bennamoun, Yinjie Lei, Amar A. El-Sallam