Babak Taati - RankMe

92 papers A* 2A 2B 7C 1Journal 56Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Face2Scene: Using Facial Degradation as an Oracle for Diffusion-Based Scene Restoration. CoRR Amirhossein Kazerouni, Maitreya Suin, Tristan Aumentado-Armstrong, Sina Honari, Amanpreet Walia, Iqbal Mohomed, Konstantinos G. Derpanis, Babak Taati, Alex Levinshtein
2026	J	`jnl`	LoopFormer: Elastic-Depth Looped Transformers for Latent Reasoning via Shortcut Modulation. CoRR Ahmadreza Jeddi, Marco Ciccone, Babak Taati
2026	J	`jnl`	When Does RL Help Medical VLMs? Disentangling Vision, SFT, and RL Gains. CoRR Ahmadreza Jeddi, Kimia Shaban, Negin Baghbanzadeh, Natasha Sharan, Abhishek Moturu, Elham Dolatabadi, Babak Taati
2025	J	`jnl`	CARE-PD: A Multi-Site Anonymized Clinical Dataset for Parkinson's Disease Gait Assessment. CoRR Vida Adeli, Ivan Klabucar, Javad Rajabi, Benjamin Filtjens, Soroush Mehraban, Diwei Wang, Hyewon Seo, Trung-Hieu Hoang, Minh N. Do, Candice Müller, Claudia Oliveira, Daniel Boari Coelho, Pieter Ginis, Moran Gilat, Alice Nieuwboer, Joke Spildooren, J. Lucas McKay, HyeokHyen Kwon, Gari D. Clifford, Christine D. Esper, Stewart A. Factor, Imari Genias, Amirhossein Dadashzadeh, Leia C. Shum, Alan L. Whone, Majid Mirmehdi, Andrea Iaboni, Babak Taati
2025	J	`jnl`	FastHMR: Accelerating Human Mesh Recovery via Token and Layer Merging with Diffusion Decoding. CoRR Soroush Mehraban, Andrea Iaboni, Babak Taati
2025	J	`jnl`	GAITGen: Disentangled Motion-Pathology Impaired Gait Generative Model - Bringing Motion Generation to the Clinical Domain. CoRR Vida Adeli, Soroush Mehraban, Majid Mirmehdi, Alan L. Whone, Benjamin Filtjens, Amirhossein Dadashzadeh, Alfonso Fasano, Andrea Iaboni, Babak Taati
2025	J	`jnl`	LIFT: Latent Implicit Functions for Task- and Data-Agnostic Encoding. CoRR Amirhossein Kazerouni, Soroush Mehraban, Michael Brudno, Babak Taati
2025	J	`jnl`	LiLAW: Lightweight Learnable Adaptive Weighting to Meta-Learn Sample Difficulty and Improve Noisy Training. CoRR Abhishek Moturu, Anna Goldenberg, Babak Taati
2025	J	`jnl`	Mitigating Multi-Sequence 3D Prostate MRI Data Scarcity through Domain Adaptation using Locally-Trained Latent Diffusion Models for Prostate Cancer Detection. CoRR Emerson Paul Grabke, Babak Taati, Masoom A. Haider
2025	J	`jnl`	Pain in 3D: Generating Controllable Synthetic Faces for Automated Pain Assessment. CoRR Xin Lei Lin, Soroush Mehraban, Abhishek Moturu, Babak Taati
2025	J	`jnl`	PickStyle: Video-to-Video Style Transfer with Context-Style Adapters. CoRR Soroush Mehraban, Vida Adeli, Jacob Rommann, Babak Taati, Kyryl Truskovskyi
2025	J	`jnl`	Prompt-Guided Latent Diffusion with Predictive Class Conditioning for 3D Prostate MRI Generation. CoRR Emerson Paul Grabke, Masoom A. Haider, Babak Taati
2025	J	`jnl`	Puzzle Curriculum GRPO for Vision-Centric Reasoning. CoRR Ahmadreza Jeddi, Hakki Can Karaimer, Hue Nguyen, Zhongling Wang, Ke Zhao, Javad Rajabi, Ran Zhang, Raghav Goyal, Babak Taati, Radek Grzeszczuk
2025	J	`jnl`	Red Teaming Large Language Models for Healthcare. CoRR Vahid Balazadeh Meresht, Michael Cooper, David Pellow, Atousa Assadi, Jennifer Bell, Jim Fackler, Gabriel Funingana, Spencer Gable-Cook, Anirudh Gangadhar, Abhishek Jaiswal, Sumanth Kaja, Christopher Khoury, Randy Lin, Kaden McKeen, Sara Naimimohasses, Khashayar Namdar, Aviraj Newatia, Allan Pang, Anshul Pattoo, Sameer Peesapati, Diana Prepelita, Bogdana Rakova, Saba Sadatamin, Rafael Schulman, Ajay Shah, Syed Azhar Shah, Syed Ahmar Shah, Babak Taati, Balagopal Unnikrishnan, Stephanie Williams, Rahul G. Krishnan
2025	J	`jnl`	STAF: Sinusoidal Trainable Activation Functions for Implicit Neural Representation. CoRR Alireza Morsali, MohammadJavad Vaez, Hossein Soltani, Amirhossein Kazerouni, Babak Taati, Morteza Mohammad Noori
2025	A	`conf`	SUM: Saliency Unification Through Mamba for Visual Attention Modeling. WACV Alireza Hosseini, Amirhossein Kazerouni, Saeed Akhavan, Michael Brudno, Babak Taati
2025	J	`jnl`	Similarity-Aware Token Pruning: Your VLM but Faster. CoRR Ahmadreza Jeddi, Negin Baghbanzadeh, Elham Dolatabadi, Babak Taati
2025	J	`jnl`	SynPAIN: A Synthetic Dataset of Pain and Non-Pain Facial Expressions. CoRR Babak Taati, Muhammad Muzammil, Yasamin Zarghami, Abhishek Moturu, Amirhossein Kazerouni, Hailey Reimer, Alex Mihailidis, Thomas Hadjistavropoulos
2025	J	`jnl`	Token Perturbation Guidance for Diffusion Models. CoRR Javad Rajabi, Soroush Mehraban, Seyedmorteza Sadat, Babak Taati
2024	B	`conf`	Benchmarking Skeleton-based Motion Encoder Models for Clinical Applications: Estimating Parkinson's Disease Severity in Walking Sequences. FG Vida Adeli, Soroush Mehraban, Irene Ballester, Yasamin Zarghami, Andrea Sabo, Andrea Iaboni, Babak Taati
2024	J	`jnl`	Benchmarking Skeleton-based Motion Encoder Models for Clinical Applications: Estimating Parkinson's Disease Severity in Walking Sequences. CoRR Vida Adeli, Soroush Mehraban, Irene Ballester, Yasamin Zarghami, Andrea Sabo, Andrea Iaboni, Babak Taati
2024	B	`conf`	Evaluating Recent 2D Human Pose Estimators for 2D-3D Pose Lifting. FG Soroush Mehraban, Yiqian Qin, Babak Taati
2024	A	`conf`	MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network. WACV Soroush Mehraban, Vida Adeli, Babak Taati
2024	J	`jnl`	STARS: Self-supervised Tuning for 3D Action Recognition in Skeleton Sequences. CoRR Soroush Mehraban, Mohammad Javad Rajabi, Babak Taati
2024	J	`jnl`	SUM: Saliency Unification through Mamba for Visual Attention Modeling. CoRR Alireza Hosseini, Amirhossein Kazerouni, Saeed Akhavan, Michael Brudno, Babak Taati
2023	J	`jnl`	Ambient Monitoring of Gait and Machine Learning Models for Dynamic and Short-Term Falls Risk Assessment in People With Dementia. IEEE J. Biomed. Health Informatics Vida Adeli, Navid Korhani, Andrea Sabo, Sina Mehdizadeh, Avril Mansfield, Alastair Flint, Andrea Iaboni, Babak Taati
2023	A*	`conf`	Large Language Models are Fixated by Red Herrings: Exploring Creative Problem Solving and Einstellung Effect using the Only Connect Wall Dataset. NeurIPS Saeid Alavi Naeini, Raeid Saqur, Mozhgan Saeidi, John M. Giorgi, Babak Taati
2023	J	`jnl`	Large Language Models are Fixated by Red Herrings: Exploring Creative Problem Solving and Einstellung Effect using the Only Connect Wall Dataset. CoRR Saeid Alavi Naeini, Raeid Saqur, Mozhgan Saeidi, John M. Giorgi, Babak Taati
2023	J	`jnl`	MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network. CoRR Soroush Mehraban, Vida Adeli, Babak Taati
2023	B	`conf`	Pain Detection in Masked Faces during Procedural Sedation. FG Yasamin Zarghami, S. Mafeld, Aaron Conway, Babak Taati
2023	—	`conf`	Pose2Gait: Extracting Gait Features from Monocular Video of Individuals with Dementia. PRIME@MICCAI Caroline Malin-Mayor, Vida Adeli, Andrea Sabo, Sergey Noritsyn, Carolina Gorodetsky, Alfonso Fasano, Andrea Iaboni, Babak Taati
2023	J	`jnl`	Pose2Gait: Extracting Gait Features from Monocular Video of Individuals with Dementia. CoRR Caroline Malin-Mayor, Vida Adeli, Andrea Sabo, Sergey Noritsyn, Carolina Gorodetsky, Alfonso Fasano, Andrea Iaboni, Babak Taati
2022	—	`conf`	Automated Temporal Segmentation of Orofacial Assessment Videos. BHI Saeid Alavi Naeini, Leif E. R. Simmatis, Deniz Jafar, Diego L. Guarin, Yana Yunusova, Babak Taati
2022	J	`jnl`	Automated Temporal Segmentation of Orofacial Assessment Videos. CoRR Saeid Alavi Naeini, Leif E. R. Simmatis, Deniz Jafari, Diego L. Guarin, Yana Yunusova, Babak Taati
2022	—	`conf`	Concurrent Validity of Automatic Speech and Pause Measures During Passage Reading in ALS. BHI Saeid Alavi Naeini, Leif E. R. Simmatis, Yana Yunusova, Babak Taati
2022	J	`jnl`	Concurrent Validity of Automatic Speech and Pause Measures During Passage Reading in ALS. CoRR Saeid Alavi Naeini, Leif E. R. Simmatis, Yana Yunusova, Babak Taati
2022	J	`jnl`	Estimating Parkinsonism Severity in Natural Gait Videos of Older Adults With Dementia. IEEE J. Biomed. Health Informatics Andrea Sabo, Sina Mehdizadeh, Andrea Iaboni, Babak Taati
2022	J	`jnl`	Pain Detection in Masked Faces during Procedural Sedation. CoRR Yasamin Zarghami, S. Mafeld, Aaron Conway, Babak Taati
2021	J	`jnl`	A New Dataset for Facial Motion Analysis in Individuals With Neurological Disorders. IEEE J. Biomed. Health Informatics Andrea Bandini, Sia Rezaei, Diego L. Guarin, Madhura Kulkarni, Derrick Lim, Mark I. Boulos, Lorne Zinman, Yana Yunusova, Babak Taati
2021	J	`jnl`	Estimating Parkinsonism Severity in Natural Gait Videos of Older Adults with Dementia. CoRR Andrea Sabo, Sina Mehdizadeh, Andrea Iaboni, Babak Taati
2021	—	`conf`	Intraoperative Adverse Event Detection in Laparoscopic Surgery: Stabilized Multi-Stage Temporal Convolutional Network with Focal-Uncertainty Loss. MLHC Haiqi Wei, Frank Rudzicz, David J. Fleet, Teodor P. Grantcharov, Babak Taati
2021	—	`conf`	Prediction of Parkinsonian Gait in Older Adults with Dementia using Joint Trajectories and Gait Features from 2D Video EMBC Andrea Sabo, Sina Mehdizadeh, Andrea Iaboni, Babak Taati
2021	J	`jnl`	Unobtrusive Pain Monitoring in Older Adults With Dementia Using Pairwise and Contrastive Training. IEEE J. Biomed. Health Informatics Siavash Rezaei, Abhishek Moturu, Shun Zhao, Kenneth M. Prkachin, Thomas Hadjistavropoulos, Babak Taati
2021	J	`jnl`	Unobtrusive Pain Monitoring in Older Adults with Dementia using Pairwise and Contrastive Training. CoRR Siavash Rezaei, Abhishek Moturu, Shun Zhao, Kenneth M. Prkachin, Thomas Hadjistavropoulos, Babak Taati
2020	—	`conf`	Ambient Pain Monitoring in Older Adults with Dementia to Improve Pain Management in Long-Term Care Facilities. ICMI Companion Siavash Rezaei, Abhishek Moturu, Shun Zhao, Kenneth M. Prkachin, Thomas Hadjistavropoulos, Babak Taati
2020	B	`conf`	Estimation of Orofacial Kinematics in Parkinson's Disease: Comparison of 2D and 3D Markerless Systems for Motion Tracking. FG Diego L. Guarin, Aidan Dempster, Andrea Bandini, Yana Yunusova, Babak Taati
2020	J	`jnl`	Estimation of Orofacial Kinematics in Parkinson's Disease: Comparison of 2D and 3D Markerless Systems for Motion Tracking. CoRR Diego L. Guarin, Aidan Dempster, Andrea Bandini, Yana Yunusova, Babak Taati
2020	J	`jnl`	Sleep Apnea Severity Estimation From Tracheal Movements Using a Deep Learning Model. IEEE Access Maziar Hafezi, Nasim Montazeri, Shumit Saha, Kaiyin Zhu, Bojan Gavrilovic, Azadeh Yadollahi, Babak Taati
2019	J	`jnl`	Algorithmic Bias in Clinical Populations - Evaluating and Improving Facial Analysis Technology in Older Adults With Dementia. IEEE Access Babak Taati, Shun Zhao, Ahmed Bilal Ashraf, Azin Asgarian, M. Erin Browne, Kenneth M. Prkachin, Alex Mihailidis, Thomas Hadjistavropoulos
2019	J	`jnl`	Automated Non-Contact Detection of Head and Body Positions During Sleep. IEEE Access Sina Akbarian, Ghazaleh Delfi, Kaiyin Zhu, Azadeh Yadollahi, Babak Taati
2019	J	`jnl`	Limitations and Biases in Facial Landmark Detection - An Empirical Study on Older Adults with Dementia. CoRR Azin Asgarian, Shun Zhao, Ahmed Bilal Ashraf, M. Erin Browne, Kenneth M. Prkachin, Alex Mihailidis, Thomas Hadjistavropoulos, Babak Taati
2019	—	`conf`	Limitations and Biases in Facial Landmark Detection D An Empirical Study on Older Adults with Dementia. CVPR Workshops Azin Asgarian, Shun Zhao, Ahmed Bilal Ashraf, M. Erin Browne, Kenneth M. Prkachin, Alex Mihailidis, Thomas Hadjistavropoulos, Babak Taati
2019	—	`conf`	Non-contact Apnea-Hypopnea Index Estimation using Near Infrared Video. EMBC Kaiyin Zhu, Azadeh Yadollahi, Babak Taati
2019	B	`conf`	Pain Expression Recognition Using Occluded Faces. FG Ahmed Ashraf, Anqi Yang, Babak Taati
2019	—	`conf`	Sigmoid Wake Probability Model for High-Resolution Detection of Drowsiness Using Electroencephalogram. EMBC Ahnaf Rashik Hassan, Muammar Kabir, Behrang Keshavarz, Babak Taati, Azadeh Yadollahi
2019	—	`conf`	Sleep Apnea Severity Estimation from Respiratory Related Movements Using Deep Learning. EMBC Maziar Hafezi, Nasim Montazeri, Kaiyin Zhu, Hisham Alshaer, Azadeh Yadollahi, Babak Taati
2019	J	`jnl`	Toward an Automatic System for Computer-Aided Assessment in Facial Palsy. CoRR Diego L. Guarin, Yana Yunusova, Babak Taati, Joseph R. Dusseldorp, Suresh Mohan, Joana Tavares, Martinus M. van Veen, Emily Fortier, Tessa A. Hadlock, Nate Jowett
2019	—	`conf`	ioise Removal of Tracheal Sound Recorded During CPET to Determine Respiratory Rate. EMBC Qi Zhang, Cristina De Oliveira Francisco, Muammar Muhammad Kabir, Jing Zhang, Nasim Montazeri, Babak Taati, Azadeh Yadollahi
2018	J	`jnl`	A Hybrid Instance-based Transfer Learning Method. CoRR Azin Asgarian, Parinaz Sobhani, Ji Chao Zhang, Madalin Mihailescu, Ariel Sibilia, Ahmed Bilal Ashraf, Babak Taati
2018	B	`conf`	Automatic Detection of Amyotrophic Lateral Sclerosis (ALS) from Video-Based Analysis of Facial Movements: Speech and Non-Speech Tasks. FG Andrea Bandini, Jordan R. Green, Babak Taati, Silvia Orlandi, Lorne Zinman, Yana Yunusova
2018	J	`jnl`	Learning to Unlearn: Building Immunity to Dataset Bias in Medical Imaging Studies. CoRR Ahmed Ashraf, Shehroz S. Khan, Nikhil Bhagwat, M. Mallar Chakravarty, Babak Taati
2017	—	`conf`	Automated vision-based analysis of levodopa-induced dyskinesia with deep learning. EMBC Michael H. Li, Tiago A. Mestre, Susan H. Fox, Babak Taati
2017	J	`jnl`	Detecting unseen falls from wearable devices using channel-wise ensemble of autoencoders. Expert Syst. Appl. Shehroz S. Khan, Babak Taati
2017	J	`jnl`	Mixture-Model Clustering of Pathological Gait Patterns. IEEE J. Biomed. Health Informatics Elham Dolatabadi, Avril Mansfield, Kara K. Patterson, Babak Taati, Alex Mihailidis
2017	J	`jnl`	Noncontact Vision-Based Cardiopulmonary Monitoring in Different Sleeping Positions. IEEE J. Biomed. Health Informatics Michael H. Li, Azadeh Yadollahi, Babak Taati
2017	J	`jnl`	Subspace Selection to Suppress Confounding Source Domain Information in AAM Transfer Learning. CoRR Azin Asgarian, Ahmed Bilal Ashraf, David J. Fleet, Babak Taati
2017	B	`conf`	Subspace selection to suppress confounding source domain information in AAM transfer learning. IJCB Azin Asgarian, Ahmed Bilal Ashraf, David J. Fleet, Babak Taati
2017	—	`conf`	The toronto rehab stroke pose dataset to detect compensation during stroke rehabilitation therapy. PervasiveHealth Elham Dolatabadi, Ying Xuan Zhi, Bing Ye, Marge M. Coahran, Giorgia Lupinacci, Alex Mihailidis, Rosalie Wang, Babak Taati
2017	—	`conf`	Video analysis of "YouTube funnies" to aid the study of human gait and falls - preliminary results and proof of concept. EMBC Babak Taati, Pranay Lohia, Avril Mansfield, Ahmed Bilal Ashraf
2017	J	`jnl`	Vision-Based Assessment of Parkinsonism and Levodopa-Induced Dyskinesia with Deep Learning Pose Estimation. CoRR Michael H. Li, Tiago A. Mestre, Susan H. Fox, Babak Taati
2016	J	`jnl`	Automated Video Analysis of Handwashing Behavior as a Potential Marker of Cognitive Health in Older Adults. IEEE J. Biomed. Health Informatics Ahmed Bilal Ashraf, Babak Taati
2016	—	`conf`	Automated classification of pathological gait after stroke using ubiquitous sensing technology. EMBC Elham Dolatabadi, Babak Taati, Alex Mihailidis
2016	J	`jnl`	Detecting Unseen Falls from Wearable Devices using Channel-wise Ensemble of Autoencoders. CoRR Shehroz S. Khan, Babak Taati
2016	J	`jnl`	Video Analysis of "YouTube Funnies" to Aid the Study of Human Gait and Falls - Preliminary Results and Proof of Concept. CoRR Babak Taati, Pranay Lohia, Avril Mansfield, Ahmed Bilal Ashraf
2015	J	`jnl`	Autonomous Unobtrusive Detection of Mild Cognitive Impairment in Older Adults. IEEE Trans. Biomed. Eng. Ahmad Akl, Babak Taati, Alex Mihailidis
2014	—	`conf`	A non-contact vision-based system for respiratory rate estimation. EMBC Michael H. Li, Azadeh Yadollahi, Babak Taati
2014	J	`jnl`	Data Mining in Bone Marrow Transplant Records to Identify Patients With High Odds of Survival. IEEE J. Biomed. Health Informatics Babak Taati, Jasper Snoek, Dionne M. Aleman, Ardeshir Ghavamzadeh
2013	J	`jnl`	Video analysis for identifying human operation difficulties and faucet usability assessment. Neurocomputing Babak Taati, Jasper Snoek, Alex Mihailidis
2012	—	`conf`	3D Human Motion Analysis to Detect Abnormal Events on Stairs. 3DIMPVT Gemma S. Parra-Dominguez, Babak Taati, Alex Mihailidis
2012	—	`conf`	An Automated Machine Learning Approach Applied to Robotic Stroke Rehabilitation. AAAI Fall Symposium: Artificial Intelligence for Gerontechnology Jasper Snoek, Babak Taati, Alex Mihailidis
2012	J	`jnl`	Difference of Normals as a Multi-Scale Operator in Unorganized Point Clouds CoRR Yani Ioannou, Babak Taati, Robin Harrap, Michael A. Greenspan
2012	—	`conf`	Difference of Normals as a Multi-scale Operator in Unorganized Point Clouds. 3DIMPVT Yani Ioannou, Babak Taati, Robin Harrap, Michael A. Greenspan
2011	J	`jnl`	Local shape descriptor selection for object recognition in range data. Comput. Vis. Image Underst. Babak Taati, Michael A. Greenspan
2011	—	`conf`	Towards Aging-in-Place: Automatic Assessment of Product Usability for Older Adults with Dementia. HISB Babak Taati, Jasper Snoek, Alex Mihailidis
2011	—	`conf`	Towards a single sensor passive solution for automated fall detection. EMBC Michael Belshaw, Babak Taati, Jasper Snoek, Alex Mihailidis
2010	—	`conf`	Automatic segmentation of video to aid the study of faucet usability for older adults. CVPR Workshops Jasper Snoek, Babak Taati, Yulia Eskin, Alex Mihailidis
2010	—	`conf`	Water Flow Detection in a Handwashing Task. CRV Babak Taati, Jasper Snoek, David Giesbrecht, Alex Mihailidis
2008	J	`jnl`	Experimental Identification and Analysis of the Dynamics of a PHANToM Premium 1.5A Haptic Device. Presence Teleoperators Virtual Environ. Babak Taati, Amir M. Tahmasebi, Keyvan Hashtrudi-Zaad
2007	—	`conf`	Automatic Registration for Model Building using Variable Dimensional Local Shape Descriptors. 3DIM Babak Taati, Michel Bondy, Piotr Jasiobedzki, Michael A. Greenspan
2007	A*	`conf`	Variable Dimensional Local Shape Descriptors for Object Recognition in Range Data. ICCV Babak Taati, Michel Bondy, Piotr Jasiobedzki, Michael A. Greenspan
2006	J	`jnl`	A Dynamic Load-Balancing Parallel Search for Enumerative Robot Path Planning. J. Intell. Robotic Syst. Babak Taati, Michael A. Greenspan, Kamal Gupta
2005	C	`conf`	Dynamic parameter identification and analysis of a PHANToM haptic device. CCA Amir M. Tahmasebi, Babak Taati, Farid Mobasser, Keyvan Hashtrudi-Zaad