Bimsara Pathiraja
4 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Cross-Pollinator (15) π Renaissance Researcher (5) π Conference Polyglot (3) πΊοΈ Taxonomy Completionist (11)
π§
Keyword Pioneer
β
The Questioner
Conferences
CVPR (1)
EACL (1)
ICCV (1)
NAACL (1)
Top co-authors
Keywords
object detection
(2)
large language model
(2)
multimodal learning
(1)
confidence calibration
(1)
image editing
(1)
referring expression
(1)
synthetic data generation
(1)
diffusion model
(1)
uncertainty estimation
(1)
instruction-based image editing
(1)
reasoning chain
(1)
error analysis
(1)
step-by-step reasoning
(1)
legal reasoning
(1)
prompting technique
(1)
implicit communication
(1)
out-of-distribution prediction
(1)
localization calibration
(1)
information theory
(1)
box localization
(1)
Papers
ExpressivityBench: Can LLMs Communicate Implicitly?
EACL 2026
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions
ICCV 2025
Investigating the Shortcomings of LLMs in Step-by-Step Legal Reasoning
NAACL 2025
Multiclass Confidence and Localization Calibration for Object Detection
CVPR 2023