4 citations · 5 across the 5 of their papers we have counts for
5 papers
CCFM: Collision-Constrained Flow Matching for Safety-Critical Scenario Generation
Ke Li, Kaidi Liang, Yuxin Ding +3
Evaluation of autonomous vehicle (AV) planners in safety-critical closed-loop simulation is essential for real-world deployment. However, generating controllable safety-critical sc…
ATN3D: Density-Aware LiDAR-Radar Early 3D Object Detection Under Extreme Sparsity
Debojyoti Biswas, Xianbiao Hu
3D object detection is the backbone of perception for automated vehicles (AV) and broader intelligent transportation systems applications. Long-range detection is challenging becau…
TFFM: Topology-Aware Feature Fusion Module via Latent Graph Reasoning for Retinal Vessel Segmentation
Iftekhar Ahmed, Shakib Absar, Aftar Ahmad Sami +3
Precise segmentation of retinal arteries and veins carries the diagnosis of systemic cardiovascular conditions. However, standard convolutional architectures often yield topologica…
Pathologist-Like Explanations Unveiled: an Explainable Deep Learning System for White Blood Cell Classification
Aditya Shankar Pal, Debojyoti Biswas, Joy Mahapatra +3
White blood cells (WBCs) play a crucial role in safeguarding the human body against pathogens and foreign substances. Leveraging the abundance of WBC imaging data and the power of…
Progressive Domain Adaptation with Contrastive Learning for Object Detection in the Satellite Imagery
Debojyoti Biswas, Jelena Tešić
State-of-the-art object detection methods applied to satellite and drone imagery largely fail to identify small and dense objects. One reason is the high variability of content in…