13 citations · 16 across the 8 of their papers we have counts for
4 papers · 1 filter
InsightSeg: Reusing Correction Insights for Guideline-Consistent Segmentation
Vanshika Vats, Ashwani Rathee, James Davis
Guideline-consistent semantic segmentation requires more than category recognition, as real-world labeling policies demand fine-grained, task-specific decisions. Recent multi-agent…
Guideline-Consistent Segmentation via Multi-Agent Refinement
Vanshika Vats, Ashwani Rathee, James Davis
Semantic segmentation in real-world applications often requires not only accurate masks but also strict adherence to textual labeling guidelines. These guidelines are typically com…
Few-shot Novel View Synthesis using Depth Aware 3D Gaussian Splatting
Raja Kumar, Vanshika Vats
3D Gaussian splatting has surpassed neural radiance field methods in novel view synthesis by achieving lower computational costs and real-time high-quality rendering. Although it p…
VaLID: Verification as Late Integration of Detections for LiDAR-Camera Fusion
Vanshika Vats, Marzia Binta Nizam, James Davis
Vehicle object detection benefits from both LiDAR and camera data, with LiDAR offering superior performance in many scenarios. Fusion of these modalities further enhances accuracy,…