1 citations · 1 across the 4 of their papers we have counts for
4 papers
Machine Learning-Driven Volumetric Cloud Rendering: Procedural Shader Optimization and Dynamic Lighting in Unreal Engine for Realistic Atmospheric Simulation
Shruti Singh, Shantanu Kumar
This study advances real-time volumetric cloud rendering in Computer Graphics (CG) by developing a specialized shader in Unreal Engine (UE), focusing on realistic cloud modeling an…
Efficient Distributed Training through Gradient Compression with Sparsification and Quantization Techniques
Shruti Singh, Shantanu Kumar
This study investigates the impact of gradient compression on distributed training performance, focusing on sparsification and quantization techniques, including top-k, DGC, and QS…
LEGOBench: Scientific Leaderboard Generation Benchmark
Shruti Singh, Shoaib Alam, Husain Malwat +1
The ever-increasing volume of paper submissions makes it difficult to stay informed about the latest state-of-the-art research. To address this challenge, we introduce LEGOBench, a…
Unlocking Model Insights: A Dataset for Automated Model Card Generation
Shruti Singh, Hitesh Lodwal, Husain Malwat +2
Language models (LMs) are no longer restricted to ML community, and instruction-tuned LMs have led to a rise in autonomous AI agents. As the accessibility of LMs grows, it is imper…