Mohammadreza Salehi

51 papers A* 10Journal 36Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Molmo2: Open Weights and Data for Vision-Language Models with Video Understanding and Grounding. CoRR Christopher Clark, Jieyu Zhang, Zixian Ma, Jae Sung Park, Mohammadreza Salehi, Rohun Tripathi, Sangho Lee, Zhongzheng Ren, Chris Dongjoo Kim, Yinuo Yang, Vincent Shao, Yue Yang, Weikai Huang, Ziqi Gao, Taira Anderson, Jianrui Zhang, Jitesh Jain, George Stoica, Winson Han, Ali Farhadi, Ranjay Krishna
2026	J	`jnl`	MolmoPoint: Better Pointing for VLMs with Grounding Tokens. CoRR Christopher Clark, Yue Yang, Jae Sung Park, Zixian Ma, Jieyu Zhang, Rohun Tripathi, Mohammadreza Salehi, Sangho Lee, Taira Anderson, Winson Han, Ranjay Krishna
2026	J	`jnl`	RFDM: Residual Flow Diffusion Model for Efficient Causal Video Editing. CoRR Mohammadreza Salehi, Mehdi Noroozi, Luca Morreale, Ruchika Chavhan, Malcolm Chadwick, Alberto Gil C. P. Ramos, Abhinav Mehrotra
2025	J	`jnl`	A Contrastive Teacher-Student Framework for Novelty Detection under Style Shifts. CoRR Hossein Mirzaei, Mojtaba Nafez, Moein Madadi, Arad Maleki, Mahdi Hajialilue, Zeinab Sadat Taghavi, Sepehr Rezaee, Ali Ansari, Bahar Dibaei Nia, Kian Shamsaie, Mohammadreza Salehi, Mackenzie W. Mathis, Mahdieh Soleymani Baghshah, Mohammad Sabokrou, Mohammad Hossein Rohban
2025	J	`jnl`	A Non-Isolated Extendable Boost Topology With Continuous Input and Output Currents. IEEE Access Hossein Gholizadeh, Alireza Poursalan, Reza Sharifi Shahrivar, Saeed Amini, Mohammadreza Salehi, Lazhar Ben-Brahim
2025	J	`jnl`	Artificial intelligence-driven approaches in antibiotic stewardship programs and optimizing prescription practices: A systematic review. Artif. Intell. Medicine Hamid Harandi, Maryam Shafaati, Mohammadreza Salehi, Mohammad Mahdi Roozbahani, Keyhan Mohammadi, Samaneh Akbarpour, Ramin Rahimnia, Gholamreza Hassanpour, Yasin Rahmani, Arash Seifi
2025	J	`jnl`	Crane: Context-Guided Prompt Learning and Attention Refinement for Zero-Shot Anomaly Detections. CoRR Alireza Salehi, Mohammadreza Salehi, Reshad Hosseini, Cees G. M. Snoek, Makoto Yamada, Mohammad Sabokrou
2025	J	`jnl`	Evaluating Foundation Models' 3D Understanding Through Multi-View Correspondence Analysis. CoRR Valentina Lilova, Toyesh Chakravorty, Julian I. Bibo, Emma Boccaletti, Brandon Li, Lívia Baxová, Cees G. M. Snoek, Mohammadreza Salehi
2025	J	`jnl`	Franca: Nested Matryoshka Clustering for Scalable Visual Representation Learning. CoRR Shashanka Venkataramanan, Valentinos Pariza, Mohammadreza Salehi, Lukas Knobel, Spyros Gidaris, Elias Ramzi, Andrei Bursuc, Yuki M. Asano
2025	J	`jnl`	MoSiC: Optimal-Transport Motion Trajectory for Dense Self-Supervised Learning. CoRR Mohammadreza Salehi, Shashanka Venkataramanan, Ioana Simion, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano
2025	A*	`conf`	Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models. CVPR Matt Deitke, Christopher Clark, Sangho Lee, Rohun Tripathi, Yue Yang, Jae Sung Park, Mohammadreza Salehi, Niklas Muennighoff, Kyle Lo, Luca Soldaini, Jiasen Lu, Taira Anderson, Erin Bransom, Kiana Ehsani, Huong Ngo, Yen-Sung Chen, Ajay Patel, Mark Yatskar, Chris Callison-Burch, Andrew Head, Rose Hendrix, Favyen Bastani, Eli VanderBilt, Nathan Lambert, Yvonne Chou, Arnavi Chheda, Jenna Sparks, Sam Skjonsberg, Michael Schmitz, Aaron Sarnat, Byron Bischoff, Pete Walsh, Chris Newell, Piper Wolters, Tanmay Gupta, Kuo-Hao Zeng, Jon Borchardt, Dirk Groeneveld, Crystal Nam, Sophie Lebrecht, Caitlin Wittlif, Carissa Schoenick, Oscar Michel, Ranjay Krishna, Luca Weihs, Noah A. Smith, Hannaneh Hajishirzi, Ross B. Girshick, Ali Farhadi, Aniruddha Kembhavi
2025	A*	`conf`	Near, far: Patch-ordering enhances vision foundation models' scene understanding. ICLR Valentinos Pariza, Mohammadreza Salehi, Gertjan J. Burghouts, Francesco Locatello, Yuki M. Asano
2025	J	`jnl`	One Trajectory, One Token: Grounded Video Tokenization via Panoptic Sub-object Trajectory. CoRR Chenhao Zheng, Jieyu Zhang, Mohammadreza Salehi, Ziqi Gao, Vishnu Iyengar, Norimasa Kobori, Quan Kong, Ranjay Krishna
2025	J	`jnl`	REALEDIT: Reddit Edits As a Large-scale Empirical Dataset for Image Transformations. CoRR Peter V. Sushko, Ayana Bharadwaj, Zhi Yang Lim, Vasily Ilin, Ben Caffee, Dongping Chen, Mohammadreza Salehi, Cheng-Yu Hsieh, Ranjay Krishna
2025	A*	`conf`	RealEdit: Reddit Edits As a Large-scale Empirical Dataset for Image Transformations. CVPR Peter V. Sushko, Ayana Bharadwaj, Zhi Yang Lim, Vasily Ilin, Ben Caffee, Dongping Chen, Mohammadreza Salehi, Cheng-Yu Hsieh, Ranjay Krishna
2025	J	`jnl`	Self-supervised Learning of Echocardiographic Video Representations via Online Cluster Distillation. CoRR Divyanshu Mishra, Mohammadreza Salehi, Pramit Saha, Olga Patey, Aris T. Papageorghiou, Yuki M. Asano, J. Alison Noble
2024	A*	`conf`	ActionAtlas: A VideoQA Benchmark for Domain-specialized Action Recognition. NeurIPS Mohammadreza Salehi, Jae Sung Park, Aditya Kusupati, Ranjay Krishna, Yejin Choi, Hanna Hajishirzi, Ali Farhadi
2024	J	`jnl`	ActionAtlas: A VideoQA Benchmark for Domain-specialized Action Recognition. CoRR Mohammadreza Salehi, Jae Sung Park, Tanush Yadav, Aditya Kusupati, Ranjay Krishna, Yejin Choi, Hannaneh Hajishirzi, Ali Farhadi
2024	J	`jnl`	CLIP meets Model Zoo Experts: Pseudo-Supervision for Visual Enhancement. Trans. Mach. Learn. Res. Mohammadreza Salehi, Mehrdad Farajtabar, Maxwell Horton, Fartash Faghri, Hadi Pouransari, Raviteja Vemulapalli, Oncel Tuzel, Ali Farhadi, Mohammad Rastegari, Sachin Mehta
2024	J	`jnl`	Diagnostic Performance of Artificial Intelligence in Detection of Primary Malignant Bone Tumors: a Meta-Analysis. J. Imaging Inform. Medicine Mohammadreza Salehi, Soheil Mohammadi, Hamid Harandi, Seyed Sina Zakavi, Ali Jahanshahi, Mohammad Shahrabi Farahani, Jim S. Wu
2024	—	`conf`	GeneralAD: Anomaly Detection Across Domains by Attending to Distorted Features. ECCV (37) Luc P. J. Sträter, Mohammadreza Salehi, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano
2024	J	`jnl`	GeneralAD: Anomaly Detection Across Domains by Attending to Distorted Features. CoRR Luc P. J. Sträter, Mohammadreza Salehi, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano
2024	J	`jnl`	Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models. CoRR Matt Deitke, Christopher Clark, Sangho Lee, Rohun Tripathi, Yue Yang, Jae Sung Park, Mohammadreza Salehi, Niklas Muennighoff, Kyle Lo, Luca Soldaini, Jiasen Lu, Taira Anderson, Erin Bransom, Kiana Ehsani, Huong Ngo, Yen-Sung Chen, Ajay Patel, Mark Yatskar, Chris Callison-Burch, Andrew Head, Rose Hendrix, Favyen Bastani, Eli VanderBilt, Nathan Lambert, Yvonne Chou, Arnavi Chheda, Jenna Sparks, Sam Skjonsberg, Michael Schmitz, Aaron Sarnat, Byron Bischoff, Pete Walsh, Chris Newell, Piper Wolters, Tanmay Gupta, Kuo-Hao Zeng, Jon Borchardt, Dirk Groeneveld, Jen Dumas, Crystal Nam, Sophie Lebrecht, Caitlin Wittlif, Carissa Schoenick, Oscar Michel, Ranjay Krishna, Luca Weihs, Noah A. Smith, Hannaneh Hajishirzi, Ross B. Girshick, Ali Farhadi, Aniruddha Kembhavi
2024	J	`jnl`	NeCo: Improving DINOv2's spatial representations in 19 GPU hours with Patch Neighbor Consistency. CoRR Valentinos Pariza, Mohammadreza Salehi, Gertjan J. Burghouts, Francesco Locatello, Yuki M. Asano
2024	J	`jnl`	Redefining Normal: A Novel Object-Level Approach for Multi-Object Novelty Detection. CoRR Mohammadreza Salehi, Nikolaos Apostolikas, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano
2024	—	`conf`	Redefining Normal: A Novel Object-Level Approach for Multi-object Novelty Detection. ACCV (6) Mohammadreza Salehi, Nikolaos Apostolikas, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano
2024	—	`conf`	SIGMA: Sinkhorn-Guided Masked Video Modeling. ECCV (24) Mohammadreza Salehi, Michael Dorkenwald, Fida Mohammad Thoker, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano
2024	J	`jnl`	SIGMA: Sinkhorn-Guided Masked Video Modeling. CoRR Mohammadreza Salehi, Michael Dorkenwald, Fida Mohammad Thoker, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano
2024	J	`jnl`	SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery. CoRR Sarah Rastegar, Mohammadreza Salehi, Yuki M. Asano, Hazel Doughty, Cees G. M. Snoek
2024	—	`conf`	SelEx: Self-expertise in Fine-Grained Generalized Category Discovery. ECCV (70) Sarah Rastegar, Mohammadreza Salehi, Yuki M. Asano, Hazel Doughty, Cees G. M. Snoek
2023	J	`jnl`	CLIP meets Model Zoo Experts: Pseudo-Supervision for Visual Enhancement. CoRR Mohammadreza Salehi, Mehrdad Farajtabar, Maxwell Horton, Fartash Faghri, Hadi Pouransari, Raviteja Vemulapalli, Oncel Tuzel, Ali Farhadi, Mohammad Rastegari, Sachin Mehta
2023	A*	`conf`	Fake It Until You Make It : Towards Accurate Near-Distribution Novelty Detection. ICLR Hossein Mirzaei, Mohammadreza Salehi, Sajjad Shahabi, Efstratios Gavves, Cees G. M. Snoek, Mohammad Sabokrou, Mohammad Hossein Rohban
2023	—	`conf`	SHARCS: Efficient Transformers Through Routing with Dynamic Width Sub-networks. EMNLP (Findings) Mohammadreza Salehi, Sachin Mehta, Aditya Kusupati, Ali Farhadi, Hannaneh Hajishirzi
2023	J	`jnl`	SHARCS: Efficient Transformers through Routing with Dynamic Width Sub-networks. CoRR Mohammadreza Salehi, Sachin Mehta, Aditya Kusupati, Ali Farhadi, Hannaneh Hajishirzi
2023	A*	`conf`	Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations. ICCV Mohammadreza Salehi, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano
2023	J	`jnl`	Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations. CoRR Mohammadreza Salehi, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano
2022	J	`jnl`	A Unified Survey on Anomaly, Novelty, Open-Set, and Out of-Distribution Detection: Solutions and Future Challenges. Trans. Mach. Learn. Res. Mohammadreza Salehi, Hossein Mirzaei, Dan Hendrycks, Yixuan Li, Mohammad Hossein Rohban, Mohammad Sabokrou
2022	A*	`conf`	ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts. EMNLP Akari Asai, Mohammadreza Salehi, Matthew E. Peters, Hannaneh Hajishirzi
2022	J	`jnl`	Attentional Mixtures of Soft Prompt Tuning for Parameter-efficient Multi-task Knowledge Sharing. CoRR Akari Asai, Mohammadreza Salehi, Matthew E. Peters, Hannaneh Hajishirzi
2022	J	`jnl`	Fake It Till You Make It: Near-Distribution Novelty Detection by Score-Based Generative Models. CoRR Hossein Mirzaei, Mohammadreza Salehi, Sajjad Shahabi, Efstratios Gavves, Cees G. M. Snoek, Mohammad Sabokrou, Mohammad Hossein Rohban
2022	J	`jnl`	InForecaster: Forecasting Influenza Hemagglutinin Mutations Through the Lens of Anomaly Detection. CoRR Ali Garjani, Atoosa Malemir Chegini, Mohammadreza Salehi, Alireza Tabibzadeh, Parastoo Yousefi, Mohammad Hossein Razizadeh, Moein Esghaei, Maryam Esghaei, Mohammad Hossein Rohban
2022	A*	`conf`	MERLOT RESERVE: Neural Script Knowledge through Vision and Language and Sound. CVPR Rowan Zellers, Jiasen Lu, Ximing Lu, Youngjae Yu, Yanpeng Zhao, Mohammadreza Salehi, Aditya Kusupati, Jack Hessel, Ali Farhadi, Yejin Choi
2022	J	`jnl`	MERLOT Reserve: Neural Script Knowledge through Vision and Language and Sound. CoRR Rowan Zellers, Jiasen Lu, Ximing Lu, Youngjae Yu, Yanpeng Zhao, Mohammadreza Salehi, Aditya Kusupati, Jack Hessel, Ali Farhadi, Yejin Choi
2022	J	`jnl`	SwinCheX: Multi-label classification on chest X-ray images with transformers. CoRR Sina Taslimi, Soroush Taslimi, Nima Fathi, Mohammadreza Salehi, Mohammad Hossein Rohban
2021	J	`jnl`	A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutions and Future Challenges. CoRR Mohammadreza Salehi, Hossein Mirzaei, Dan Hendrycks, Yixuan Li, Mohammad Hossein Rohban, Mohammad Sabokrou
2021	J	`jnl`	ARAE: Adversarially robust training of autoencoders improves novelty detection. Neural Networks Mohammadreza Salehi, Atrin Arya, Barbod Pajoum, Mohammad Otoofi, Amirreza Shaeiri, Mohammad Hossein Rohban, Hamid R. Rabiee
2021	A*	`conf`	Multiresolution Knowledge Distillation for Anomaly Detection. CVPR Mohammadreza Salehi, Niousha Sadjadi, Soroosh Baselizadeh, Mohammad H. Rohban, Hamid R. Rabiee
2020	J	`jnl`	ARAE: Adversarially Robust Training of Autoencoders Improves Novelty Detection. CoRR Mohammadreza Salehi, Atrin Arya, Barbod Pajoum, Mohammad Otoofi, Amirreza Shaeiri, Mohammad Hossein Rohban, Hamid R. Rabiee
2020	J	`jnl`	Multiresolution Knowledge Distillation for Anomaly Detection. CoRR Mohammadreza Salehi, Niousha Sadjadi, Soroosh Baselizadeh, Mohammad Hossein Rohban, Hamid R. Rabiee
2020	A*	`conf`	Paraphrase Generation by Learning How to Edit from Samples. ACL Amirhossein Kazemnejad, Mohammadreza Salehi, Mahdieh Soleymani Baghshah
2020	J	`jnl`	Puzzle-AE: Novelty Detection in Images through Solving Puzzles. CoRR Mohammadreza Salehi, Ainaz Eftekhar, Niousha Sadjadi, Mohammad Hossein Rohban, Hamid R. Rabiee