PPaperPicks

Irfan Essa

13 papers at tracked venues · 9 at CORE A* · active 2024–2025

Venues

Frequent coauthors

Ming-Hsuan Yang
×4
Kihyuk Sohn
×4
Junfeng He
×3
Junjie Ke
×3
Feng Yang
×3
Yinxiao Li
×3
Meera Hahn
×3
Lijun Yu
×3
José Lezama
×3
Agrim Gupta
×3
Xiuye Gu
×3
Lu Jiang
×3

Papers

  1. AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset
    ACL 2025 ·
    Charles Nimo
    ,
    Tobi Olatunji
    ,
    Abraham Toluwase Owodunni
    ,
    Tassallah Abdullahi
    ,
    Emmanuel Ayodele
    ,
    Mardhiyah Sanni
    ,
    Ezinwanne C. Aka
    ,
    Folafunmi Omofoye
    ,
    Foutse Yuehgoh
    ,
    Timothy Faniran
    ,
    Bonaventure F. P. Dossou
    ,
    Moshood O. Yekini
    ,
    Jonas Kemp
    ,
    Katherine A. Heller
    ,
    Jude Chidubem Omeke
    ,
    Chidi Asuzu MD
    ,
    Naome A. Etori
    ,
    Aimérou Ndiaye
    ,
    Ifeoma Okoh
    ,
    Evans Doe Ocansey
    ,
    Wendy Kinara
    ,
    Michael L. Best
    , Irfan Essa,
    Stephen Edward Moore
    ,
    Chris Fourie
    ,
    Mercy Nyamewaa Asiedu
  2. Africa Health Check: Probing Cultural Bias in Medical LLMs
    EMNLP 2025 ·
    Charles Nimo
    ,
    Shuheng Liu
    , Irfan Essa,
    Michael L. Best
  3. Calibrated Multi-Preference Optimization for Aligning Diffusion Models
    CVPR 2025 ·
    Kyungmin Lee
    ,
    Xiahong Li
    ,
    Qifei Wang
    ,
    Junfeng He
    ,
    Junjie Ke
    ,
    Ming-Hsuan Yang
    , Irfan Essa,
    Jinwoo Shin
    ,
    Feng Yang
    ,
    Yinxiao Li
  4. Cropper: Vision-Language Model for Image Cropping through In-Context Learning
    CVPR 2025 ·
    Seung Hyun Lee
    ,
    Jijun Jiang
    ,
    Yiran Xu
    ,
    Zhuofang Li
    ,
    Junjie Ke
    ,
    Yinxiao Li
    ,
    Junfeng He
    ,
    Steven Hickson
    ,
    Katie Datsenko
    ,
    Sangpil Kim
    ,
    Ming-Hsuan Yang
    , Irfan Essa,
    Feng Yang
  5. Limitations in Employing Natural Language Supervision for Sensor-Based Human Activity Recognition - And Ways to Overcome Them
    AAAI 2025 ·
    Harish Haresamudram
    ,
    Apoorva Beedu
    ,
    Mashfiqui Rabbi
    ,
    Sankalita Saha
    , Irfan Essa,
    Thomas Ploetz
  6. BayRnTune: Adaptive Bayesian Domain Randomization via Strategic Fine-tuning
    IROS 2024 ·
    Tianle Huang
    ,
    Nitish Sontakke
    ,
    K. Niranjan Kumar
    , Irfan Essa,
    Stefanos Nikolaidis
    ,
    Dennis W. Hong
    ,
    Sehoon Ha
  7. FineStyle: Fine-grained Controllable Style Personalization for Text-to-image Models
    NeurIPS 2024 ·
    Gong Zhang
    ,
    Kihyuk Sohn
    ,
    Meera Hahn
    ,
    Humphrey Shi
    , Irfan Essa
  8. Language Model Beats Diffusion - Tokenizer is key to visual generation
    ICLR 2024 ·
    Lijun Yu
    ,
    José Lezama
    ,
    Nitesh Bharadwaj Gundavarapu
    ,
    Luca Versari
    ,
    Kihyuk Sohn
    ,
    David Minnen
    ,
    Yong Cheng
    ,
    Agrim Gupta
    ,
    Xiuye Gu
    ,
    Alexander G. Hauptmann
    ,
    Boqing Gong
    ,
    Ming-Hsuan Yang
    , Irfan Essa,
    David A. Ross
    ,
    Lu Jiang
  9. Parrot: Pareto-Optimal Multi-reward Reinforcement Learning Framework for Text-to-Image Generation
    ECCV 2024 ·
    Seung Hyun Lee
    ,
    Yinxiao Li
    ,
    Junjie Ke
    ,
    Innfarn Yoo
    ,
    Han Zhang
    ,
    Jiahui Yu
    ,
    Qifei Wang
    ,
    Fei Deng
    ,
    Glenn Entis
    ,
    Junfeng He
    ,
    Gang Li
    ,
    Sangpil Kim
    , Irfan Essa,
    Feng Yang
  10. Photorealistic Video Generation with Diffusion Models
    ECCV 2024 ·
    Agrim Gupta
    ,
    Lijun Yu
    ,
    Kihyuk Sohn
    ,
    Xiuye Gu
    ,
    Meera Hahn
    ,
    Fei-Fei Li
    , Irfan Essa,
    Lu Jiang
    ,
    José Lezama
  11. Prompt-Free Diffusion: Taking "Text" Out of Text-to-Image Diffusion Models
    CVPR 2024 ·
    Xingqian Xu
    ,
    Jiayi Guo
    ,
    Zhangyang Wang
    ,
    Gao Huang
    , Irfan Essa,
    Humphrey Shi
  12. SLAIM: Robust Dense Neural SLAM for Online Tracking and Mapping
    CVPR 2024 ·
    Vincent Cartillier
    ,
    Grant Schindler
    , Irfan Essa
  13. VideoPoet: A Large Language Model for Zero-Shot Video Generation
    ICML 2024 ·
    Dan Kondratyuk
    ,
    Lijun Yu
    ,
    Xiuye Gu
    ,
    José Lezama
    ,
    Jonathan Huang
    ,
    Grant Schindler
    ,
    Rachel Hornung
    ,
    Vighnesh Birodkar
    ,
    Jimmy Yan
    ,
    Ming-Chang Chiu
    ,
    Krishna Somandepalli
    ,
    Hassan Akbari
    ,
    Yair Alon
    ,
    Yong Cheng
    ,
    Joshua V. Dillon
    ,
    Agrim Gupta
    ,
    Meera Hahn
    ,
    Anja Hauth
    ,
    David Hendon
    ,
    Alonso Martinez
    ,
    David Minnen
    ,
    Mikhail Sirotenko
    ,
    Kihyuk Sohn
    ,
    Xuan Yang
    ,
    Hartwig Adam
    ,
    Ming-Hsuan Yang
    , Irfan Essa,
    Huisheng Wang
    ,
    David A. Ross
    ,
    Bryan Seybold
    ,
    Lu Jiang