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2020 – today
- 2023
[j20]Akim Kapsalyamov
, Shahid Hussain, Nicholas A. T. Brown, Roland Goecke, Munawar Hayat, Prashant Kumar Jamwal:
Synthesis of a six-bar mechanism for generating knee and ankle motion trajectories using deep generative neural network. Eng. Appl. Artif. Intell. 117(Part): 105500 (2023)- [j19]Hengcan Shi, Munawar Hayat, Jianfei Cai:
Unpaired referring expression grounding via bidirectional cross-modal matching. Neurocomputing 518: 39-49 (2023) - [j18]Fahad Shamshad, Salman H. Khan, Syed Waqas Zamir, Muhammad Haris Khan, Munawar Hayat, Fahad Shahbaz Khan, Huazhu Fu:
Transformers in medical imaging: A survey. Medical Image Anal. 88: 102802 (2023) - [j17]Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao:
Learning Enriched Features for Fast Image Restoration and Enhancement. IEEE Trans. Pattern Anal. Mach. Intell. 45(2): 1934-1948 (2023) - [j16]Muzammal Naseer, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Fatih Porikli:
Stylized Adversarial Defense. IEEE Trans. Pattern Anal. Mach. Intell. 45(5): 6403-6414 (2023) - [c50]Zhixi Cai, Shreya Ghosh, Kalin Stefanov, Abhinav Dhall, Jianfei Cai, Hamid Rezatofighi, Reza Haffari, Munawar Hayat:
MARLIN: Masked Autoencoder for facial video Representation LearnINg. CVPR 2023: 1493-1504 - [c49]Hengcan Shi, Munawar Hayat, Jianfei Cai:
Transformer Scale Gate for Semantic Segmentation. CVPR 2023: 3051-3060 - [c48]Zhao Jin, Munawar Hayat, Yuwei Yang, Yulan Guo, Yinjie Lei:
Context-aware Alignment and Mutual Masking for 3D-Language Pre-training. CVPR 2023: 10984-10994 - [c47]Islam Nassar, Munawar Hayat, Ehsan Abbasnejad, Hamid Rezatofighi, Gholamreza Haffari:
Protocon: Pseudo-Label Refinement via Online Clustering and Prototypical Consistency for Efficient Semi-Supervised Learning. CVPR 2023: 11641-11650 - [c46]Yuwei Yang, Munawar Hayat, Zhao Jin, Chao Ren, Yinjie Lei:
Geometry and Uncertainty-Aware 3D Point Cloud Class-Incremental Semantic Segmentation. CVPR 2023: 21759-21768 - [c45]Islam Nassar, Munawar Hayat, Ehsan Abbasnejad, Hamid Rezatofighi, Mehrtash Harandi, Gholamreza Haffari:
LAVA:Label-efficient Visual Learning and Adaptation. WACV 2023: 147-156 - [i54]Islam Nassar, Munawar Hayat, Ehsan Abbasnejad, Hamid Rezatofighi, Gholamreza Haffari:
ProtoCon: Pseudo-label Refinement via Online Clustering and Prototypical Consistency for Efficient Semi-supervised Learning. CoRR abs/2303.13556 (2023) - [i53]Simindokht Jahangard, Munawar Hayat, Hamid Rezatofighi:
Real-time Trajectory-based Social Group Detection. CoRR abs/2304.05678 (2023) - [i52]Zhixi Cai, Shreya Ghosh, Abhinav Dhall, Tom Gedeon, Kalin Stefanov, Munawar Hayat:
"Glitch in the Matrix!": A Large Scale Benchmark for Content Driven Audio-Visual Forgery Detection and Localization. CoRR abs/2305.01979 (2023) - [i51]Shreya Ghosh, Zhixi Cai, Parul Gupta, Garima Sharma, Abhinav Dhall, Munawar Hayat, Tom Gedeon:
Emolysis: A Multimodal Open-Source Group Emotion Analysis and Visualization Toolkit. CoRR abs/2305.05255 (2023) - [i50]Hengcan Shi, Munawar Hayat, Jianfei Cai:
Open-Vocabulary Object Detection via Scene Graph Discovery. CoRR abs/2307.03339 (2023) - [i49]Hengcan Shi, Munawar Hayat, Jianfei Cai:
Unified Open-Vocabulary Dense Visual Prediction. CoRR abs/2307.08238 (2023) - 2022
- [j15]Salman H. Khan, Muzammal Naseer, Munawar Hayat, Syed Waqas Zamir, Fahad Shahbaz Khan, Mubarak Shah:
Transformers in Vision: A Survey. ACM Comput. Surv. 54(10s): 200:1-200:41 (2022) - [c44]Shreya Ghosh, Abhinav Dhall, Munawar Hayat, Jarrod Knibbe:
'Labelling the Gaps': A Weakly Supervised Automatic Eye Gaze Estimation. ACCV (4) 2022: 745-763 - [c43]Prateek Munjal, Nasir Hayat, Munawar Hayat, Jamshid Sourati, Shadab Khan:
Towards Robust and Reproducible Active Learning using Neural Networks. CVPR 2022: 223-232 - [c42]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:
NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results. CVPR Workshops 2022: 1061-1101 - [c41]Duo Peng, Yinjie Lei, Munawar Hayat, Yulan Guo, Wen Li:
Semantic-Aware Domain Generalized Segmentation. CVPR 2022: 2584-2595 - [c40]Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang:
Restormer: Efficient Transformer for High-Resolution Image Restoration. CVPR 2022: 5718-5729 - [c39]Zhao Jin, Yinjie Lei, Naveed Akhtar, Haifeng Li, Munawar Hayat:
Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds. CVPR 2022: 7223-7233 - [c38]Hengcan Shi, Munawar Hayat, Yicheng Wu, Jianfei Cai:
ProposalCLIP: Unsupervised Open-Category Object Proposal Generation via Exploiting CLIP Cues. CVPR 2022: 9601-9610 - [c37]Shreya Ghosh, Abhinav Dhall, Munawar Hayat, Jarrod Knibbe:
AV-GAZE: A Study on the Effectiveness of Audio Guided Visual Attention Estimation for Non-profilic Faces. ICIP 2022: 2921-2925 - [c36]Himashi Peiris, Munawar Hayat, Zhaolin Chen, Gary F. Egan, Mehrtash Harandi:
A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation. MICCAI (5) 2022: 162-172 - [c35]Shreya Ghosh, Munawar Hayat, Abhinav Dhall, Jarrod Knibbe:
MTGLS: Multi-Task Gaze Estimation with Limited Supervision. WACV 2022: 1161-1172 - [i48]Hengcan Shi, Munawar Hayat, Jianfei Cai:
Unpaired Referring Expression Grounding via Bidirectional Cross-Modal Matching. CoRR abs/2201.06686 (2022) - [i47]Hengcan Shi, Munawar Hayat, Yicheng Wu, Jianfei Cai:
ProposalCLIP: Unsupervised Open-Category Object Proposal Generation via Exploiting CLIP Cues. CoRR abs/2201.06696 (2022) - [i46]Fahad Shamshad, Salman Khan, Syed Waqas Zamir, Muhammad Haris Khan, Munawar Hayat, Fahad Shahbaz Khan, Huazhu Fu:
Transformers in Medical Imaging: A Survey. CoRR abs/2201.09873 (2022) - [i45]Zhao Jin, Yinjie Lei, Naveed Akhtar, Haifeng Li, Munawar Hayat:
Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds. CoRR abs/2203.16895 (2022) - [i44]Duo Peng, Yinjie Lei, Munawar Hayat, Yulan Guo, Wen Li:
Semantic-Aware Domain Generalized Segmentation. CoRR abs/2204.00822 (2022) - [i43]Zhixi Cai, Kalin Stefanov, Abhinav Dhall, Munawar Hayat:
Do You Really Mean That? Content Driven Audio-Visual Deepfake Dataset and Multimodal Method for Temporal Forgery Localization. CoRR abs/2204.06228 (2022) - [i42]Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao:
Learning Enriched Features for Fast Image Restoration and Enhancement. CoRR abs/2205.01649 (2022) - [i41]Hengcan Shi, Munawar Hayat, Jianfei Cai:
Transformer Scale Gate for Semantic Segmentation. CoRR abs/2205.07056 (2022) - [i40]Shreya Ghosh, Abhinav Dhall, Munawar Hayat, Jarrod Knibbe:
AV-Gaze: A Study on the Effectiveness of Audio Guided Visual Attention Estimation for Non-Profilic Faces. CoRR abs/2207.03048 (2022) - [i39]Shreya Ghosh, Abhinav Dhall, Jarrod Knibbe, Munawar Hayat:
'Labelling the Gaps': A Weakly Supervised Automatic Eye Gaze Estimation. CoRR abs/2208.01840 (2022) - [i38]Jing Wu, Munawar Hayat, Mingyi Zhou, Mehrtash Harandi:
Defense against Privacy Leakage in Federated Learning. CoRR abs/2209.05724 (2022) - [i37]Himashi Peiris, Munawar Hayat, Zhaolin Chen, Gary F. Egan, Mehrtash Harandi:
Hybrid Window Attention Based Transformer Architecture for Brain Tumor Segmentation. CoRR abs/2209.07704 (2022) - [i36]Vishal Thengane, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan:
CLIP model is an Efficient Continual Learner. CoRR abs/2210.03114 (2022) - [i35]Islam Nassar, Munawar Hayat, Ehsan Abbasnejad, Hamid Rezatofighi, Mehrtash Harandi, Gholamreza Haffari:
LAVA: Label-efficient Visual Learning and Adaptation. CoRR abs/2210.10317 (2022) - [i34]Zhixi Cai, Shreya Ghosh, Kalin Stefanov, Abhinav Dhall, Jianfei Cai, Hamid Rezatofighi, Reza Haffari, Munawar Hayat:
MARLIN: Masked Autoencoder for facial video Representation LearnINg. CoRR abs/2211.06627 (2022) - 2021
- [j14]Aamir Mustafa, Salman H. Khan, Munawar Hayat, Roland Goecke, Jianbing Shen, Ling Shao:
Deeply Supervised Discriminative Learning for Adversarial Defense. IEEE Trans. Pattern Anal. Mach. Intell. 43(9): 3154-3166 (2021) - [c34]Jathushan Rajasegaran, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Mubarak Shah:
Self-supervised Knowledge Distillation for Few-shot Learning. BMVC 2021: 179 - [c33]Jathushan Rajasegaran, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Mubarak Shah:
Meta-learning the Learning Trends Shared Across Tasks. BMVC 2021: 182 - [c32]Syed Waqas Zamir, Aditya Arora, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao:
Multi-Stage Progressive Image Restoration. CVPR 2021: 14821-14831 - [c31]Muzammal Naseer, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Fatih Porikli:
On Generating Transferable Targeted Perturbations. ICCV 2021: 7688-7697 - [c30]Kanchana Ranasinghe, Muzammal Naseer, Munawar Hayat, Salman H. Khan, Fahad Shahbaz Khan:
Orthogonal Projection Loss. ICCV 2021: 12313-12323 - [c29]Sanath Narayan, Hisham Cholakkal, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao:
D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations. ICCV 2021: 13588-13597 - [c28]Muzammal Naseer, Kanchana Ranasinghe, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang:
Intriguing Properties of Vision Transformers. NeurIPS 2021: 23296-23308 - [i33]Aditya Arora, Muhammad Haris, Syed Waqas Zamir, Munawar Hayat, Fahad Shahbaz Khan, Ling Shao, Ming-Hsuan Yang:
Low Light Image Enhancement via Global and Local Context Modeling. CoRR abs/2101.00850 (2021) - [i32]Salman H. Khan, Muzammal Naseer, Munawar Hayat, Syed Waqas Zamir, Fahad Shahbaz Khan, Mubarak Shah:
Transformers in Vision: A Survey. CoRR abs/2101.01169 (2021) - [i31]Syed Waqas Zamir, Aditya Arora, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao:
Multi-Stage Progressive Image Restoration. CoRR abs/2102.02808 (2021) - [i30]Kanchana Ranasinghe, Muzammal Naseer, Munawar Hayat, Salman H. Khan, Fahad Shahbaz Khan:
Orthogonal Projection Loss. CoRR abs/2103.14021 (2021) - [i29]Muzammal Naseer, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Fatih Porikli:
On Generating Transferable Targeted Perturbations. CoRR abs/2103.14641 (2021) - [i28]Muzammal Naseer, Kanchana Ranasinghe, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang:
Intriguing Properties of Vision Transformers. CoRR abs/2105.10497 (2021) - [i27]Shreya Ghosh, Abhinav Dhall, Munawar Hayat, Jarrod Knibbe, Qiang Ji:
Automatic Gaze Analysis: A Survey of Deep Learning based Approaches. CoRR abs/2108.05479 (2021) - [i26]Shreya Ghosh, Munawar Hayat, Abhinav Dhall, Jarrod Knibbe:
MTGLS: Multi-Task Gaze Estimation with Limited Supervision. CoRR abs/2110.12100 (2021) - [i25]Syed Waqas Zamir, Aditya Arora, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang:
Restormer: Efficient Transformer for High-Resolution Image Restoration. CoRR abs/2111.09881 (2021) - [i24]Himashi Peiris, Munawar Hayat, Zhaolin Chen, Gary F. Egan, Mehrtash Harandi:
A Volumetric Transformer for Accurate 3D Tumor Segmentation. CoRR abs/2111.13300 (2021) - 2020
- [j13]Bilal Taha, Munawar Hayat, Stefano Berretti, Dimitrios Hatzinakos, Naoufel Werghi:
Learned 3D Shape Representations Using Fused Geometrically Augmented Images: Application to Facial Expression and Action Unit Detection. IEEE Trans. Circuits Syst. Video Technol. 30(9): 2900-2916 (2020) - [j12]Aamir Mustafa, Salman H. Khan, Munawar Hayat, Jianbing Shen, Ling Shao:
Image Super-Resolution as a Defense Against Adversarial Attacks. IEEE Trans. Image Process. 29: 1711-1724 (2020) - [c27]Nasir Hayat, Munawar Hayat, Shafin Rahman, Salman H. Khan, Syed Waqas Zamir, Fahad Shahbaz Khan:
Synthesizing the Unseen for Zero-Shot Object Detection. ACCV (3) 2020: 155-170 - [c26]Muzammal Naseer, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Fatih Porikli:
A Self-supervised Approach for Adversarial Robustness. CVPR 2020: 259-268 - [c25]Syed Waqas Zamir, Aditya Arora, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao:
CycleISP: Real Image Restoration via Improved Data Synthesis. CVPR 2020: 2693-2702 - [c24]Jathushan Rajasegaran, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Mubarak Shah:
iTAML: An Incremental Task-Agnostic Meta-learning Approach. CVPR 2020: 13585-13594 - [c23]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:
AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results. ECCV Workshops (3) 2020: 392-422 - [c22]Syed Waqas Zamir, Aditya Arora, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao:
Learning Enriched Features for Real Image Restoration and Enhancement. ECCV (25) 2020: 492-511 - [c21]Bilal Taha, Munawar Hayat, Stefano Berretti, Naoufel Werghi:
Fused Geometry Augmented Images For Analyzing Textured Mesh. ICIP 2020: 2651-2655 - [i23]Prateek Munjal, Nasir Hayat, Munawar Hayat, Jamshid Sourati, Shadab Khan:
Towards Robust and Reproducible Active Learning Using Neural Networks. CoRR abs/2002.09564 (2020) - [i22]Syed Waqas Zamir, Aditya Arora, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao:
Learning Enriched Features for Real Image Restoration and Enhancement. CoRR abs/2003.06792 (2020) - [i21]Syed Waqas Zamir, Aditya Arora, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao:
CycleISP: Real Image Restoration via Improved Data Synthesis. CoRR abs/2003.07761 (2020) - [i20]Jathushan Rajasegaran, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Mubarak Shah:
iTAML: An Incremental Task-Agnostic Meta-learning Approach. CoRR abs/2003.11652 (2020) - [i19]Muzammal Naseer, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Fatih Porikli:
A Self-supervised Approach for Adversarial Robustness. CoRR abs/2006.04924 (2020) - [i18]Jathushan Rajasegaran, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Mubarak Shah:
Self-supervised Knowledge Distillation for Few-shot Learning. CoRR abs/2006.09785 (2020) - [i17]Muzammal Naseer, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Fatih Porikli:
Stylized Adversarial Defense. CoRR abs/2007.14672 (2020) - [i16]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:
AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results. CoRR abs/2009.12072 (2020) - [i15]Jathushan Rajasegaran, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Mubarak Shah:
Meta-learning the Learning Trends Shared Across Tasks. CoRR abs/2010.09291 (2020) - [i14]Nasir Hayat, Munawar Hayat, Shafin Rahman, Salman H. Khan, Syed Waqas Zamir, Fahad Shahbaz Khan:
Synthesizing the Unseen for Zero-shot Object Detection. CoRR abs/2010.09425 (2020) - [i13]Sanath Narayan, Hisham Cholakkal, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao:
D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations. CoRR abs/2012.06440 (2020)
2010 – 2019
- 2019
- [j11]Salman H. Khan, Munawar Hayat, Fatih Porikli:
Regularization of deep neural networks with spectral dropout. Neural Networks 110: 82-90 (2019) - [c20]Salman H. Khan, Munawar Hayat, Syed Waqas Zamir, Jianbing Shen, Ling Shao:
Striking the Right Balance With Uncertainty. CVPR 2019: 103-112 - [c19]Salman H. Khan, Yulan Guo, Munawar Hayat, Nick Barnes:
Unsupervised Primitive Discovery for Improved 3D Generative Modeling. CVPR 2019: 9739-9748 - [c18]Aamir Mustafa, Salman H. Khan, Munawar Hayat, Roland Goecke, Jianbing Shen, Ling Shao:
Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks. ICCV 2019: 3384-3393 - [c17]Munawar Hayat, Salman H. Khan, Syed Waqas Zamir, Jianbing Shen, Ling Shao:
Gaussian Affinity for Max-Margin Class Imbalanced Learning. ICCV 2019: 6468-6478 - [c16]Bilal Taha, Munawar Hayat, Stefano Berretti, Naoufel Werghi:
Fused Geometry Augmented Images for Analyzing Textured Mesh. ICSM 2019: 3-12 - [c15]Jathushan Rajasegaran, Munawar Hayat, Salman H. Khan, Fahad Shahbaz Khan, Ling Shao:
Random Path Selection for Continual Learning. NeurIPS 2019: 12648-12658 - [i12]Aamir Mustafa, Salman H. Khan, Munawar Hayat, Jianbing Shen, Ling Shao:
Image Super-Resolution as a Defense Against Adversarial Attacks. CoRR abs/1901.01677 (2019) - [i11]Salman H. Khan, Munawar Hayat, Waqas Zamir, Jianbing Shen, Ling Shao:
Striking the Right Balance with Uncertainty. CoRR abs/1901.07590 (2019) - [i10]Munawar Hayat, Salman H. Khan, Waqas Zamir, Jianbing Shen, Ling Shao:
Max-margin Class Imbalanced Learning with Gaussian Affinity. CoRR abs/1901.07711 (2019) - [i9]Aamir Mustafa, Salman H. Khan, Munawar Hayat, Roland Goecke, Jianbing Shen, Ling Shao:
Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks. CoRR abs/1904.00887 (2019) - [i8]Bilal Taha, Munawar Hayat, Stefano Berretti, Naoufel Werghi:
Learned 3D Shape Representations Using Fused Geometrically Augmented Images: Application to Facial Expression and Action Unit Detection. CoRR abs/1904.04297 (2019) - [i7]Jathushan Rajasegaran, Munawar Hayat, Salman H. Khan, Fahad Shahbaz Khan, Ling Shao:
Random Path Selection for Incremental Learning. CoRR abs/1906.01120 (2019) - [i6]Salman H. Khan, Yulan Guo, Munawar Hayat, Nick Barnes:
Unsupervised Primitive Discovery for Improved 3D Generative Modeling. CoRR abs/1906.03650 (2019) - 2018
- [j10]Munawar Hayat, Mohammed Bennamoun, Senjian An:
Response to "Ghost Numbers". IEEE Trans. Pattern Anal. Mach. Intell. 40(10): 2540 (2018) - [j9]Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data. IEEE Trans. Neural Networks Learn. Syst. 29(8): 3573-3587 (2018) - [c14]Salman H. Khan, Munawar Hayat, Nick Barnes:
Adversarial Training of Variational Auto-Encoders for High Fidelity Image Generation. WACV 2018: 1312-1320 - [i5]Salman H. Khan, Munawar Hayat, Nick Barnes:
Adversarial Training of Variational Auto-encoders for High Fidelity Image Generation. CoRR abs/1804.10323 (2018) - 2017
- [j8]Munawar Hayat, Salman H. Khan, Mohammed Bennamoun:
Empowering Simple Binary Classifiers for Image Set Based Face Recognition. Int. J. Comput. Vis. 123(3): 479-498 (2017) - [c13]Aamir Mustafa, Shalini Bhatia, Munawar Hayat, Roland Goecke:
Heart rate estimation from facial videos for depression analysis. ACII 2017: 498-503 - [c12]Munawar Hayat, Salman H. Khan, Naoufel Werghi, Roland Goecke:
Joint Registration and Representation Learning for Unconstrained Face Identification. CVPR 2017: 1551-1560 - [c11]Shalini Bhatia, Munawar Hayat, Michael Breakspear, Gordon Parker, Roland Goecke:
A Video-Based Facial Behaviour Analysis Approach to Melancholia. FG 2017: 754-761 - [c10]Salman H. Khan, Munawar Hayat, Fatih Porikli:
Scene Categorization with Spectral Features. ICCV 2017: 5639-5649 - [c9]Shalini Bhatia, Munawar Hayat, Roland Goecke:
A multimodal system to characterise melancholia: cascaded bag of words approach. ICMI 2017: 274-280 - [c8]Ting Dang, Brian Stasak, Zhaocheng Huang, Sadari Jayawardena, Mia Atcheson, Munawar Hayat, Phu Ngoc Le, Vidhyasaharan Sethu, Roland Goecke, Julien Epps:
Investigating Word Affect Features and Fusion of Probabilistic Predictions Incorporating Uncertainty in AVEC 2017. AVEC@ACM Multimedia 2017: 27-35 - [i4]Salman H. Khan, Munawar Hayat, Fatih Porikli:
Regularization of Deep Neural Networks with Spectral Dropout. CoRR abs/1711.08591 (2017) - 2016
- [j7]Munawar Hayat, Mohammed Bennamoun, Amar A. El-Sallam:
An RGB-D based image set classification for robust face recognition from Kinect data. Neurocomputing 171: 889-900 (2016) - [j6]Yinjie Lei, Yulan Guo, Munawar Hayat, Mohammed Bennamoun, Xinzhi Zhou:
A Two-Phase Weighted Collaborative Representation for 3D partial face recognition with single sample. Pattern Recognit. 52: 218-237 (2016) - [j5]