Sinha, Sanchit

5 publications

IJCAI 2025 ASCENT-ViT: Attention-Based Scale-Aware Concept Learning Framework for Enhanced Alignment in Vision Transformers Sanchit Sinha, Guangzhi Xiong, Aidong Zhang

ICCV 2025 GCAV: A Global Concept Activation Vector Framework for Cross-Layer Consistency in Interpretability Zhenghao He, Sanchit Sinha, Guangzhi Xiong, Aidong Zhang

IJCAI 2024 A Self-Explaining Neural Architecture for Generalizable Concept Learning Sanchit Sinha, Guangzhi Xiong, Aidong Zhang

AAAI 2023 Understanding and Enhancing Robustness of Concept-Based Models Sanchit Sinha, Mengdi Huai, Jianhui Sun, Aidong Zhang

ECCVW 2018 Exploring Bias in Primate Face Detection and Recognition Sanchit Sinha, Mohit Agarwal, Mayank Vatsa, Richa Singh, Saket Anand