Hayat, Munawar

43 publications

ICCV 2025 ConsNoTrainLoRA: Data-Driven Weight Initialization of Low-Rank Adapters Using Constraints Debasmit Das, Hyoungwoo Park, Munawar Hayat, Seokeon Choi, Sungrack Yun, Fatih Porikli

CVPR 2025 CustomKD: Customizing Large Vision Foundation for Edge Model Improvement via Knowledge Distillation Jungsoo Lee, Debasmit Das, Munawar Hayat, Sungha Choi, Kyuwoong Hwang, Fatih Porikli

ICCV 2025 DuoLoRA : Cycle-Consistent and Rank-Disentangled Content-Style Personalization Aniket Roy, Shubhankar Borse, Shreya Kadambi, Debasmit Das, Shweta Mahajan, Risheek Garrepalli, Hyojin Park, Ankita Nayak, Rama Chellappa, Munawar Hayat, Fatih Porikli

CVPR 2025 Erasing Undesirable Influence in Diffusion Models Jing Wu, Trung Le, Munawar Hayat, Mehrtash Harandi

NeurIPS 2025 Generalized Contrastive Learning for Universal Multimodal Retrieval Jungsoo Lee, Janghoon Cho, Hyojin Park, Munawar Hayat, Kyuwoong Hwang, Fatih Porikli, Sungha Choi

CVPR 2025 HyperNet Fields: Efficiently Training Hypernetworks Without Ground Truth by Learning Weight Trajectories Eric Hedlin, Munawar Hayat, Fatih Porikli, Kwang Moo Yi, Shweta Mahajan

NeurIPS 2025 MultiHuman-Testbench: Benchmarking Image Generation for Multiple Humans Shubhankar Borse, Seokeon Choi, Sunghyun Park, Jeongho Kim, Shreya Kadambi, Risheek Garrepalli, Sungrack Yun, Munawar Hayat, Fatih Porikli

CVPR 2025 Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning Juntae Lee, Munawar Hayat, Sungrack Yun

ICCV 2025 Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Sunghyun Park, Jungsoo Lee, Shubhankar Borse, Munawar Hayat, Sungha Choi, Kyuwoong Hwang, Fatih Porikli

AAAI 2024 Concealing Sensitive Samples Against Gradient Leakage in Federated Learning Jing Wu, Munawar Hayat, Mingyi Zhou, Mehrtash Harandi

ECCVW 2024 DiffAugment: Diffusion Based Long-Tailed Visual Relationship Recognition Parul Gupta, Tuan Nguyen, Abhinav Dhall, Munawar Hayat, Trung Le, Thanh-Toan Do

NeurIPS 2024 FouRA: Fourier Low-Rank Adaptation Shubhankar Borse, Shreya Kadambi, Nilesh Prasad Pandey, Kartikeya Bhardwaj, Viswanath Ganapathy, Sweta Priyadarshi, Risheek Garrepalli, Rafael Esteves, Munawar Hayat, Fatih Porikli

CVPR 2024 OCAI: Improving Optical Flow Estimation by Occlusion and Consistency Aware Interpolation Jisoo Jeong, Hong Cai, Risheek Garrepalli, Jamie Menjay Lin, Munawar Hayat, Fatih Porikli

CVPR 2023 Context-Aware Alignment and Mutual Masking for 3D-Language Pre-Training Zhao Jin, Munawar Hayat, Yuwei Yang, Yulan Guo, Yinjie Lei

ICCV 2023 Energy-Based Self-Training and Normalization for Unsupervised Domain Adaptation Samitha Herath, Basura Fernando, Ehsan Abbasnejad, Munawar Hayat, Shahram Khadivi, Mehrtash Harandi, Hamid Rezatofighi, Gholamreza Haffari

CVPR 2023 Geometry and Uncertainty-Aware 3D Point Cloud Class-Incremental Semantic Segmentation Yuwei Yang, Munawar Hayat, Zhao Jin, Chao Ren, Yinjie Lei

WACV 2023 LAVA: Label-Efficient Visual Learning and Adaptation Islam Nassar, Munawar Hayat, Ehsan Abbasnejad, Hamid Rezatofighi, Mehrtash Harandi, Gholamreza Haffari

CVPR 2023 MARLIN: Masked Autoencoder for Facial Video Representation LearnINg Zhixi Cai, Shreya Ghosh, Kalin Stefanov, Abhinav Dhall, Jianfei Cai, Hamid Rezatofighi, Reza Haffari, Munawar Hayat

CVPR 2023 ProtoCon: Pseudo-Label Refinement via Online Clustering and Prototypical Consistency for Efficient Semi-Supervised Learning Islam Nassar, Munawar Hayat, Ehsan Abbasnejad, Hamid Rezatofighi, Gholamreza Haffari

CVPR 2023 Transformer Scale Gate for Semantic Segmentation Hengcan Shi, Munawar Hayat, Jianfei Cai

ICCV 2023 Zero-Shot Point Cloud Segmentation by Semantic-Visual Aware Synthesis Yuwei Yang, Munawar Hayat, Zhao Jin, Hongyuan Zhu, Yinjie Lei

CVPR 2022 Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds Zhao Jin, Yinjie Lei, Naveed Akhtar, Haifeng Li, Munawar Hayat

WACV 2022 MTGLS: Multi-Task Gaze Estimation with Limited Supervision Shreya Ghosh, Munawar Hayat, Abhinav Dhall, Jarrod Knibbe

CVPRW 2022 NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results 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

CVPR 2022 ProposalCLIP: Unsupervised Open-Category Object Proposal Generation via Exploiting CLIP Cues Hengcan Shi, Munawar Hayat, Yicheng Wu, Jianfei Cai

CVPR 2022 Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang

CVPR 2022 Semantic-Aware Domain Generalized Segmentation Duo Peng, Yinjie Lei, Munawar Hayat, Yulan Guo, Wen Li

CVPR 2022 Towards Robust and Reproducible Active Learning Using Neural Networks Prateek Munjal, Nasir Hayat, Munawar Hayat, Jamshid Sourati, Shadab Khan

ICCV 2021 D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations Sanath Narayan, Hisham Cholakkal, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao

NeurIPS 2021 Intriguing Properties of Vision Transformers Muhammad Muzammal Naseer, Kanchana Ranasinghe, Salman H Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang

CVPR 2021 Multi-Stage Progressive Image Restoration Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao

ICCV 2021 On Generating Transferable Targeted Perturbations Muzammal Naseer, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Fatih Porikli

ICCV 2021 Orthogonal Projection Loss Kanchana Ranasinghe, Muzammal Naseer, Munawar Hayat, Salman Khan, Fahad Shahbaz Khan

ECCVW 2020 AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results 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

ECCV 2020 Learning Enriched Features for Real Image Restoration and Enhancement Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao

NeurIPS 2019 Random Path Selection for Continual Learning Jathushan Rajasegaran, Munawar Hayat, Salman H Khan, Fahad Shahbaz Khan, Ling Shao

WACV 2018 Adversarial Training of Variational Auto-Encoders for High Fidelity Image Generation Salman H. Khan, Munawar Hayat, Nick Barnes

CVPR 2017 Joint Registration and Representation Learning for Unconstrained Face Identification Munawar Hayat, Salman H. Khan, Naoufel Werghi, Roland Goecke

ICCV 2017 Scene Categorization with Spectral Features Salman H. Khan, Munawar Hayat, Fatih Porikli

ICCV 2015 Contractive Rectifier Networks for Nonlinear Maximum Margin Classification Senjian An, Munawar Hayat, Salman H. Khan, Mohammed Bennamoun, Farid Boussaid, Ferdous Sohel

CVPR 2014 Learning Non-Linear Reconstruction Models for Image Set Classification Munawar Hayat, Mohammed Bennamoun, Senjian An

ECCV 2014 Reverse Training: An Efficient Approach for Image Set Classification Munawar Hayat, Mohammed Bennamoun, Senjian An

WACV 2013 Clustering of Video-Patches on Grassmannian Manifold for Facial Expression Recognition from 3D Videos Munawar Hayat, Mohammed Bennamoun, Amar A. El-Sallam