Class-Aware Attention for Multimodal Trajectory Prediction. - Bimsara Pathiraja; Shehan Munasinghe; Malshan Ranawella; Maleesha De Silva; Ranga Rodrigo; Peshala Jayasekara (CoRR, 2022)

Multiclass Confidence and Localization Calibration for Object Detection. - Bimsara Pathiraja; Malitha Gunawardhana; Muhammad Haris Khan (CVPR, 2023)

Fairness in Autonomous Driving: Towards Understanding Confounding Factors in Object Detection under Challenging Weather. - Bimsara Pathiraja; Caleb Liu; Ransalu Senanayake (CoRR, 2024)

ExpressivityArena: Can LLMs Express Information Implicitly? - Joshua Tint; Som Sagar; Aditya Taparia; Kelly Raines; Bimsara Pathiraja; Caleb Liu; Ransalu Senanayake (CoRR, 2024)

Investigating the Shortcomings of LLMs in Step-by-Step Legal Reasoning. - Venkatesh Mishra; Bimsara Pathiraja; Mihir Parmar; Sat Chidananda; Jayanth Srinivasa; Gaowen Liu; Ali Payani; Chitta Baral (NAACL (Findings), 2025)

Dual Caption Preference Optimization for Diffusion Models. - Amir Saeidi; Yiran Luo 001; Agneet Chatterjee; Shamanthak Hegde; Bimsara Pathiraja; Yezhou Yang; Chitta Baral (CoRR, 2025)

RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions. - Bimsara Pathiraja; Maitreya Patel; Shivam Singh; Yezhou Yang; Chitta Baral (CoRR, 2025)