Image and Video Super Resolution using Recurrent Generative Adversarial Network. - Omkar Thawakar; Prashant W. Patil; Akshay Dudhane; Subrahmanyam Murala; Uday Kulkarni (AVSS, 2019)

Motion Saliency Based Generative Adversarial Network for Underwater Moving Object Segmentation. - Prashant W. Patil; Omkar Thawakar; Akshay Dudhane; Subrahmanyam Murala (ICIP, 2019)

Video Instance Segmentation via Multi-Scale Spatio-Temporal Split Attention Transformer. - Omkar Thawakar; Sanath Narayan; Jiale Cao; Hisham Cholakkal; Rao Muhammad Anwer; Muhammad Haris Khan; Salman Khan 001; Michael Felsberg; Fahad Shahbaz Khan (ECCV (29), 2022)

Fast Video Instance Segmentation via Recurrent Encoder-Based Transformers. - Omkar Thawakar; Alexandre Rivkind; Ehud Ahissar; Fahad Shahbaz Khan (CAIP (1), 2023)

Arabic Mini-ClimateGPT : A Climate Change and Sustainability Tailored Arabic LLM. - Sahal Shaji Mullappilly; Abdelrahman M. Shaker; Omkar Thawakar; Hisham Cholakkal; Rao Muhammad Anwer; Salman H. Khan 001; Fahad Shahbaz Khan (EMNLP (Findings), 2023)

3D Mitochondria Instance Segmentation with Spatio-Temporal Transformers. - Omkar Thawakar; Rao Muhammad Anwer; Jorma Laaksonen; Orly Reiner; Mubarak Shah; Fahad Shahbaz Khan (MICCAI (8), 2023)

XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models. - Omkar Thawakar; Abdelrahman M. Shaker; Sahal Shaji Mullappilly; Hisham Cholakkal; Rao Muhammad Anwer; Salman H. Khan 001; Jorma Laaksonen; Fahad Shahbaz Khan (CoRR, 2023)

XrayGPT: Chest Radiographs Summarization using Large Medical Vision-Language Models. - Omkar Thawakar; Abdelrahman M. Shaker; Sahal Shaji Mullappilly; Hisham Cholakkal; Rao Muhammad Anwer; Salman H. Khan 001; Jorma Laaksonen; Fahad Khan 001 (BioNLP@ACL, 2024)

Composed Video Retrieval via Enriched Context and Discriminative Embeddings. - Omkar Thawakar; Muzammal Naseer; Rao Muhammad Anwer; Salman H. Khan 001; Michael Felsberg; Mubarak Shah; Fahad Shahbaz Khan (CVPR, 2024)

MobiLlama: Towards Accurate and Lightweight Fully Transparent GPT. - Omkar Thawakar; Ashmal Vayani; Salman H. Khan 001; Hisham Cholakkal; Rao Muhammad Anwer; Michael Felsberg; Tim Baldwin; Eric P. Xing; Fahad Shahbaz Khan (CoRR, 2024)

Dynamic Pre-training: Towards Efficient and Scalable All-in-One Image Restoration. - Akshay Dudhane; Omkar Thawakar; Syed Waqas Zamir; Salman H. Khan 001; Fahad Shahbaz Khan; Ming-Hsuan Yang 001 (CoRR, 2024)

CAMEL-Bench: A Comprehensive Arabic LMM Benchmark. - Sara Ghaboura; Ahmed Heakl; Omkar Thawakar; Ali Husain Salem Abdulla Alharthi; Ines Riahi; Abduljalil Saif; Jorma Laaksonen; Fahad Shahbaz Khan; Salman H. Khan 001; Rao Muhammad Anwer (CoRR, 2024)

All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages. - Ashmal Vayani; Dinura Dissanayake; Hasindri Watawana; Noor Ahsan; Nevasini Sasikumar; Omkar Thawakar; Henok Biadglign Ademtew; Yahya Hmaiti; Amandeep Kumar; Kartik Kuckreja; Mykola Maslych; Wafa Al Ghallabi; et al. (CoRR, 2024)

Time Travel: A Comprehensive Benchmark to Evaluate LMMs on Historical and Cultural Artifacts. - Sara Ghaboura; Ketan Pravin More; Ritesh Thawkar; Wafa Al Ghallabi; Omkar Thawakar; Fahad Shahbaz Khan; Hisham Cholakkal; Salman H. Khan 001; Rao Muhammad Anwer (ACL (Findings), 2025)

LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs. - Omkar Thawakar; Dinura Dissanayake; Ketan Pravin More; Ritesh Thawkar; Ahmed Heakl; Noor Ahsan; Yuhao Li; Mohammed Zumri; Jean Lahoud; Rao Muhammad Anwer; Hisham Cholakkal; Ivan Laptev; et al. (ACL (Findings), 2025)

All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages. - Ashmal Vayani; Dinura Dissanayake; Hasindri Watawana; Noor Ahsan; Nevasini Sasikumar; Omkar Thawakar; Henok Biadglign Ademtew; Yahya Hmaiti; Amandeep Kumar; Kartik Kuckreja; Mykola Maslych; Wafa Al Ghallabi; et al. (CVPR, 2025)

CAMEL-Bench: A Comprehensive Arabic LMM Benchmark. - Sara Ghaboura; Ahmed Heakl; Omkar Thawakar; Ali Husain Salem Abdulla Alharthi; Ines Riahi; Abduljalil Radman; Jorma Laaksonen; Fahad Shahbaz Khan; Salman Khan 001; Rao Muhammad Anwer (NAACL (Findings), 2025)

Video Instance Segmentation in an Open-World. - Omkar Thawakar; Sanath Narayan; Hisham Cholakkal; Rao Muhammad Anwer; Salman H. Khan 001; Jorma Laaksonen; Mubarak Shah; Fahad Shahbaz Khan (Int. J. Comput. Vis., 2025)

AIN: The Arabic INclusive Large Multimodal Model. - Ahmed Heakl; Sara Ghaboura; Omkar Thawakar; Fahad Shahbaz Khan; Hisham Cholakkal; Rao Muhammad Anwer; Salman H. Khan 001 (CoRR, 2025)

LLM Post-Training: A Deep Dive into Reasoning Large Language Models. - Komal Kumar; Tajamul Ashraf; Omkar Thawakar; Rao Muhammad Anwer; Hisham Cholakkal; Mubarak Shah; Ming-Hsuan Yang 001; Phillip H. S. Torr; Salman H. Khan 001; Fahad Shahbaz Khan (CoRR, 2025)

DriveLMM-o1: A Step-by-Step Reasoning Dataset and Large Multimodal Model for Driving Scenario Understanding. - Ayesha Ishaq; Jean Lahoud; Ketan More; Omkar Thawakar; Ritesh Thawkar; Dinura Dissanayake; Noor Ahsan; Yuhao Li; Fahad Shahbaz Khan; Hisham Cholakkal; Ivan Laptev; Rao Muhammad Anwer; et al. (CoRR, 2025)

ARB: A Comprehensive Arabic Multimodal Reasoning Benchmark. - Sara Ghaboura; Ketan More; Wafa Al Ghallabi; Omkar Thawakar; Jorma Laaksonen; Hisham Cholakkal; Salman H. Khan 001; Rao Muhammad Anwer (CoRR, 2025)

Fann or Flop: A Multigenre, Multiera Benchmark for Arabic Poetry Understanding in LLMs. - Wafa Al Ghallabi; Ritesh Thawkar; Sara Ghaboura; Ketan More; Omkar Thawakar; Hisham Cholakkal; Salman H. Khan 001; Rao Muhammad Anwer (CoRR, 2025)

Vocabulary-free Fine-grained Visual Recognition via Enriched Contextually Grounded Vision-Language Model. - Dmitry Demidov; Zaigham Zaheer; Omkar Thawakar; Salman Khan 001; Fahad Shahbaz Khan (CoRR, 2025)

Beyond Simple Edits: Composed Video Retrieval with Dense Modifications. - Omkar Thawakar; Dmitry Demidov; Ritesh Thawkar; Rao Muhammad Anwer; Mubarak Shah; Fahad Shahbaz Khan; Salman Khan 001 (CoRR, 2025)