Amin Karimi Monsefi

18 papers A* 2Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
DiReCT: Disentangled Regularization of Contrastive Trajectories for Physics-Refined Video Generation.
CoRR
Abolfazl Meyarian, Amin Karimi Monsefi, Rajiv Ramnath, Ser-Nam Lim
2026 J jnl
TaxaAdapter: Vision Taxonomy Models are Key to Fine-grained Image Generation over the Tree of Life.
CoRR
Mridul Khurana, Amin Karimi Monsefi, Justin Lee, Medha Sawhney, David Carlyn, Julia Chae, Jianyang Gu, Rajiv Ramnath, Sara Beery, Wei-Lun Chao, Anuj Karpatne, Cheng Zhang
2025 J jnl
FS-DFM: Fast and Accurate Long Text Generation with Few-Step Diffusion Language Models.
CoRR
Amin Karimi Monsefi, Nikhil Bhendawade, Manuel Rafael Ciosici, Dominic Culver, Yizhe Zhang, Irina Belousova
2025 A* conf
Frequency-Guided Masking for Enhanced Vision Self-Supervised Learning.
ICLR
Amin Karimi Monsefi, Mengxi Zhou, Nastaran Karimi Monsefi, Ser-Nam Lim, Wei-Lun Chao, Rajiv Ramnath
2025 J jnl
TaxaDiffusion: Progressively Trained Diffusion Model for Fine-Grained Species Generation.
CoRR
Amin Karimi Monsefi, Mridul Khurana, Rajiv Ramnath, Anuj Karpatne, Wei-Lun Chao, Cheng Zhang
2024 J jnl
CrashFormer: A Multimodal Architecture to Predict the Risk of Crash.
CoRR
Amin Karimi Monsefi, Pouya Shiri, Ahmad Mohammadshirazi, Nastaran Karimi Monsefi, Ron Davies, Sobhan Moosavi, Rajiv Ramnath
2024 J jnl
DetailCLIP: Detail-Oriented CLIP for Fine-Grained Tasks.
CoRR
Amin Karimi Monsefi, Kishore Prakash Sailaja, Ali Alilooee, Ser-Nam Lim, Rajiv Ramnath
2024 J jnl
Frequency-Guided Masking for Enhanced Vision Self-Supervised Learning.
CoRR
Amin Karimi Monsefi, Mengxi Zhou, Nastaran Karimi Monsefi, Ser-Nam Lim, Wei-Lun Chao, Rajiv Ramnath
2024 J jnl
KnobGen: Controlling the Sophistication of Artwork in Sketch-Based Diffusion Models.
CoRR
Pouyan Navard, Amin Karimi Monsefi, Mengxi Zhou, Wei-Lun Chao, Alper Yilmaz, Rajiv Ramnath
2024 A* conf
Masked LoGoNet: Fast and Accurate 3D Image Analysis for Medical Domain.
KDD
Amin Karimi Monsefi, Payam Karisani, Mengxi Zhou, Stacey Choi, Nathan Doble, Heng Ji, Srinivasan Parthasarathy, Rajiv Ramnath
2024 J jnl
Masked LoGoNet: Fast and Accurate 3D Image Analysis for Medical Domain.
CoRR
Amin Karimi Monsefi, Payam Karisani, Mengxi Zhou, Stacey Choi, Nathan Doble, Heng Ji, Srinivasan Parthasarathy, Rajiv Ramnath
2023 — conf
CrashFormer: A Multimodal Architecture to Predict the Risk of Crash.
UrbanAI@SIGSPATIAL
Amin Karimi Monsefi, Pouya Shiri, Ahmad Mohammadshirazi, Nastaran Karimi Monsefi, Ron Davies, Sobhan Moosavi, Rajiv Ramnath
2023 J jnl
Novel Physics-Based Machine-Learning Models for Indoor Air Quality Approximations.
CoRR
Ahmad Mohammadshirazi, Aida Nadafian, Amin Karimi Monsefi, Mohammad Hossein Rafiei, Rajiv Ramnath
2023 J jnl
Smart and collaborative industrial IoT: A federated learning and data space approach.
Digit. Commun. Networks
Bahar Farahani, Amin Karimi Monsefi
2022 J jnl
Will there be a construction? Predicting road constructions based on heterogeneous spatiotemporal data.
CoRR
Amin Karimi Monsefi, Sobhan Moosavi, Rajiv Ramnath
2022 — conf
Will there be a construction?: predicting road constructions based on heterogeneous spatiotemporal data.
SIGSPATIAL/GIS
Amin Karimi Monsefi, Sobhan Moosavi, Rajiv Ramnath
2019 J jnl
Real-time Travel Time Estimation Using Matrix Factorization.
CoRR
Ebrahim Badrestani, Behnam Bahrak, Ali Elahi, Adib Faramarzi, Pouria Golshanrad, Amin Karimi Monsefi, Hamid Mahini, Armin Zirak
2019 J jnl
Solving the Reaction-Diffusion equation based on analytical methods and deep learning algorithm; the Case study of sulfate attack to concrete.
CoRR
Amin Karimi Monsefi, Rana Bakhtiyarzade