Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Fine-grained Understanding. - Le Zhang 012; Rabiul Awal; Aishwarya Agrawal (CoRR, 2023)

Investigating Prompting Techniques for Zero- and Few-Shot Visual Question Answering. - Rabiul Awal; Le Zhang 012; Aishwarya Agrawal (CoRR, 2023)

Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Compositional Understanding. - Le Zhang 012; Rabiul Awal; Aishwarya Agrawal (CVPR, 2024)

Benchmarking Vision Language Models for Cultural Understanding. - Shravan Nayak; Kanishk Jain; Rabiul Awal; Siva Reddy; Sjoerd van Steenkiste; Lisa Anne Hendricks; Karolina Stanczak; Aishwarya Agrawal (EMNLP, 2024)

VisMin: Visual Minimal-Change Understanding. - Rabiul Awal; Saba Ahmadi; Le Zhang 012; Aishwarya Agrawal (NeurIPS, 2024)

Introducing Milabench: Benchmarking Accelerators for AI. - Pierre Delaunay; Xavier Bouthillier; Olivier Breuleux; Satya Ortiz-Gagné; Olexa Bilaniuk; Fabrice Normandin; Arnaud Bergeron; Bruno Carrez; Guillaume Alain; Soline Blanc; Frédéric Osterrath; Joseph Viviano; et al. (CoRR, 2024)

BigDocs: An Open and Permissively-Licensed Dataset for Training Multimodal Models on Document and Code Tasks. - Juan A. Rodríguez; Xiangru Jian; Siba Smarak Panigrahi; Tianyu Zhang; Aarash Feizi; Abhay Puri; Akshay Kalkunte; François Savard; Ahmed Masry; Shravan Nayak; Rabiul Awal; Mahsa Massoud; et al. (CoRR, 2024)

CTRL-O: Language-Controllable Object-Centric Visual Representation Learning. - Aniket Didolkar; Andrii Zadaianchuk; Rabiul Awal; Maximilian Seitzer; Efstratios Gavves; Aishwarya Agrawal (CVPR, 2025)

BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks. - Juan A. Rodríguez; Xiangru Jian; Siba Smarak Panigrahi; Tianyu Zhang; Aarash Feizi; Abhay Puri; Akshay Kalkunte Suresh; François Savard; Ahmed Masry; Shravan Nayak; Rabiul Awal; Mahsa Massoud; et al. (ICLR, 2025)

UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction. - Shravan Nayak; Xiangru Jian; Kevin Qinghong Lin; Juan A. Rodríguez; Montek Kalsi; Rabiul Awal; Nicolas Chapados; M. Tamer Özsu; Aishwarya Agrawal; David Vázquez 001; Christopher Pal; Perouz Taslakian; et al. (CoRR, 2025)

Rendering-Aware Reinforcement Learning for Vector Graphics Generation. - Juan A. Rodríguez; Haotian Zhang; Abhay Puri; Aarash Feizi; Rishav Pramanik; Pascal Wichmann; Arnab Kumar Mondal; Mohammad Reza Samsami; Rabiul Awal; Perouz Taslakian; Spandana Gella; Sai Rajeswar; et al. (CoRR, 2025)

The Promise of RL for Autoregressive Image Editing. - Saba Ahmadi; Rabiul Awal; Ankur Sikarwar; Amirhossein Kazemnejad; Ge Ya Luo; Juan A. Rodríguez; Sai Rajeswar; Siva Reddy; Christopher Pal; Benno Krojer; Aishwarya Agrawal (CoRR, 2025)