Munawar Hayat

IEEE Trans. Multim., 2024

Survey: Image mixing and deleting for data augmentation.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2024

FouRA: Fourier Low Rank Adaptation.

[BibT_eX]

[DOI]

CoRR, 2024

Conditional Distribution Modelling for Few-Shot Image Synthesis with Diffusion Models.

[BibT_eX]

[DOI]

CoRR, 2024

OCAI: Improving Optical Flow Estimation by Occlusion and Consistency Aware Interpolation.

[BibT_eX]

[DOI]

CoRR, 2024

PosSAM: Panoptic Open-vocabulary Segment Anything.

[BibT_eX]

[DOI]

CoRR, 2024

EraseDiff: Erasing Data Influence in Diffusion Models.

[BibT_eX]

[DOI]

CoRR, 2024

DiffAugment: Diffusion based Long-Tailed Visual Relationship Recognition.

[BibT_eX]

[DOI]

CoRR, 2024

Concealing Sensitive Samples against Gradient Leakage in Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

<i>Glitch in the matrix</i>: A large scale benchmark for content driven audio-visual forgery detection and localization.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., November, 2023

Transformers in medical imaging: A survey.

[BibT_eX]

[DOI]

Medical Image Anal., August, 2023

Uncertainty-guided dual-views for semi-supervised volumetric medical image segmentation.

[BibT_eX]

[DOI]

Nat. Mac. Intell., July, 2023

Stylized Adversarial Defense.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., May, 2023

Deep Hypersphere Feature Regularization for Weakly Supervised RGB-D Salient Object Detection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Learning Enriched Features for Fast Image Restoration and Enhancement.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2023

Unpaired referring expression grounding via bidirectional cross-modal matching.

[BibT_eX]

[DOI]

Neurocomputing, 2023

Synthesis of a six-bar mechanism for generating knee and ankle motion trajectories using deep generative neural network.

[BibT_eX]

[DOI]

Prashant Kumar Jamwal

Eng. Appl. Artif. Intell., 2023

AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset.

[BibT_eX]

[DOI]

CoRR, 2023

Emolysis: A Multimodal Open-Source Group Emotion Analysis and Visualization Toolkit.

[BibT_eX]

[DOI]

CoRR, 2023

"Glitch in the Matrix!": A Large Scale Benchmark for Content Driven Audio-Visual Forgery Detection and Localization.

[BibT_eX]

[DOI]

CoRR, 2023

LAVA:Label-efficient Visual Learning and Adaptation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Open-Vocabulary Object Detection via Scene Graph Discovery.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

AI-Assisted Digital Pathology for Computational distinction of adenocarcinoma vs squamous cell carcinoma.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Mechatronics and Machine Vision in Practice, 2023

Real-Time Trajectory-Based Social Group Detection.

[BibT_eX]

[DOI]

Simindokht Jahangard

Hamid Rezatofighi

IROS, 2023

GraphITTI: Attributed Graph-based Dominance Ranking in Social Interaction Videos.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multimodal Interaction, 2023

Can we Distill Knowledge from Powerful Teachers Directly?

[BibT_eX]

[DOI]

Chengyao Qian

Mehrtash Harandi

Proceedings of the IEEE International Conference on Image Processing, 2023

Zero-Shot Point Cloud Segmentation by Semantic-Visual Aware Synthesis.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Energy-based Self-Training and Normalization for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Geometry and Uncertainty-Aware 3D Point Cloud Class-Incremental Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Transformer Scale Gate for Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Protocon: Pseudo-Label Refinement via Online Clustering and Prototypical Consistency for Efficient Semi-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Context-aware Alignment and Mutual Masking for 3D-Language Pre-training.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

MARLIN: Masked Autoencoder for facial video Representation LearnINg.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Transformers in Vision: A Survey.

[BibT_eX]

[DOI]

ACM Comput. Surv., January, 2022

LAVA: Label-efficient Visual Learning and Adaptation.

[BibT_eX]

[DOI]

CoRR, 2022

CLIP model is an Efficient Continual Learner.

[BibT_eX]

[DOI]

CoRR, 2022

Defense against Privacy Leakage in Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Do You Really Mean That? Content Driven Audio-Visual Deepfake Dataset and Multimodal Method for Temporal Forgery Localization.

[BibT_eX]

[DOI]

CoRR, 2022

MTGLS: Multi-Task Gaze Estimation with Limited Supervision.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

AV-GAZE: A Study on the Effectiveness of Audio Guided Visual Attention Estimation for Non-profilic Faces.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Restormer: Efficient Transformer for High-Resolution Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

ProposalCLIP: Unsupervised Open-Category Object Proposal Generation via Exploiting CLIP Cues.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Semantic-Aware Domain Generalized Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Towards Robust and Reproducible Active Learning using Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

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

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Hybrid Window Attention Based Transformer Architecture for Brain Tumor Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2022

'Labelling the Gaps': A Weakly Supervised Automatic Eye Gaze Estimation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2022, 2022

2021

Deeply Supervised Discriminative Learning for Adversarial Defense.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

A Volumetric Transformer for Accurate 3D Tumor Segmentation.

[BibT_eX]

[DOI]

CoRR, 2021

Low Light Image Enhancement via Global and Local Context Modeling.

[BibT_eX]

[DOI]

CoRR, 2021

Intriguing Properties of Vision Transformers.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Orthogonal Projection Loss.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

On Generating Transferable Targeted Perturbations.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Multi-Stage Progressive Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Meta-learning the Learning Trends Shared Across Tasks.

[BibT_eX]

[DOI]

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Self-supervised Knowledge Distillation for Few-shot Learning.

[BibT_eX]

[DOI]

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

Image Super-Resolution as a Defense Against Adversarial Attacks.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Learned 3D Shape Representations Using Fused Geometrically Augmented Images: Application to Facial Expression and Action Unit Detection.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

Learning Enriched Features for Real Image Restoration and Enhancement.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

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

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

CycleISP: Real Image Restoration via Improved Data Synthesis.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

iTAML: An Incremental Task-Agnostic Meta-learning Approach.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

A Self-supervised Approach for Adversarial Robustness.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Synthesizing the Unseen for Zero-Shot Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019

Regularization of deep neural networks with spectral dropout.

[BibT_eX]

[DOI]

Fatih Porikli

Neural Networks, 2019

Random Path Selection for Incremental Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Learned 3D Shape Representations Using Fused Geometrically Augmented Images: Application to Facial Expression and Action Unit Detection.

[BibT_eX]

[DOI]

CoRR, 2019

Max-margin Class Imbalanced Learning with Gaussian Affinity.

[BibT_eX]

[DOI]

CoRR, 2019

Striking the Right Balance with Uncertainty.

[BibT_eX]

[DOI]

CoRR, 2019

Random Path Selection for Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Fused Geometry Augmented Images for Analyzing Textured Mesh.

[BibT_eX]

[DOI]

Proceedings of the Smart Multimedia - Second International Conference, 2019

Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Gaussian Affinity for Max-Margin Class Imbalanced Learning.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Striking the Right Balance With Uncertainty.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Unsupervised Primitive Discovery for Improved 3D Generative Modeling.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Response to "Ghost Numbers".

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Adversarial Training of Variational Auto-Encoders for High Fidelity Image Generation.

[BibT_eX]

[DOI]

Nick Barnes

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

2017

Empowering Simple Binary Classifiers for Image Set Based Face Recognition.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2017

Investigating Word Affect Features and Fusion of Probabilistic Predictions Incorporating Uncertainty in AVEC 2017.

[BibT_eX]

[DOI]

Proceedings of the 7th Annual Workshop on Audio/Visual Emotion Challenge, Mountain View, CA, USA, October 23, 2017

A multimodal system to characterise melancholia: cascaded bag of words approach.

[BibT_eX]

[DOI]

Shalini Bhatia

Roland Goecke

Proceedings of the 19th ACM International Conference on Multimodal Interaction, 2017

Scene Categorization with Spectral Features.

[BibT_eX]

[DOI]

Fatih Porikli

Proceedings of the IEEE International Conference on Computer Vision, 2017

A Video-Based Facial Behaviour Analysis Approach to Melancholia.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Joint Registration and Representation Learning for Unconstrained Face Identification.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Heart rate estimation from facial videos for depression analysis.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017

2016

A Discriminative Representation of Convolutional Features for Indoor Scene Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

A Spatial Layout and Scale Invariant Feature Representation for Indoor Scene Classification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

A Two-Phase Weighted Collaborative Representation for 3D partial face recognition with single sample.

[BibT_eX]

[DOI]

Pattern Recognit., 2016

An RGB-D based image set classification for robust face recognition from Kinect data.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Measuring the Effect of CMMI Quality Standard on Agile Scrum Model.

[BibT_eX]

[DOI]

M. Rizwan Jameel Qureshi

CoRR, 2016

2015

Deep Reconstruction Models for Image Set Classification.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Contractive Rectifier Networks for Nonlinear Maximum Margin Classification.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

An Automatic Framework for Textured 3D Video-Based Facial Expression Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2014

An efficient 3D face recognition approach using local geometrical signatures.

[BibT_eX]

[DOI]

Pattern Recognit., 2014

Reverse Training: An Efficient Approach for Image Set Classification.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2014, 2014

Learning Non-linear Reconstruction Models for Image Set Classification.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Clustering of video-patches on Grassmannian manifold for facial expression recognition from 3D videos.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

2012

Fully automatic face recognition from 3D videos.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Novel low level local features for 3D expression invariant face recognition.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Control Automation Robotics & Vision, 2012

Evaluation of Spatiotemporal Detectors and Descriptors for Facial Expression Recognition.

[BibT_eX]

[DOI]