Sanchit Sinha

According to our database, Sanchit Sinha authored at least 11 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

MAML-en-LLM: Model Agnostic Meta-Training of LLMs for Improved In-Context Learning.

Sanchit Sinha, Yuguang Yue, Victor Soto, Mayank Kulkarni, Jianhua Lu, Aidong Zhang

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

CoLiDR: Concept Learning using Aggregated Disentangled Representations.

Sanchit Sinha, Guangzhi Xiong, Aidong Zhang

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

A Self-explaining Neural Architecture for Generalizable Concept Learning.

Sanchit Sinha, Guangzhi Xiong, Aidong Zhang

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2023

Enhance Diffusion to Improve Robust Generalization.

Jianhui Sun, Sanchit Sinha, Aidong Zhang

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Don't Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters.

Anshu Bhatia, Sanchit Sinha, Saket Dingliwal, Karthik Gopalakrishnan, Sravan Bodapati, Katrin Kirchhoff

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Understanding and Enhancing Robustness of Concept-Based Models.

Sanchit Sinha, Mengdi Huai, Jianhui Sun, Aidong Zhang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2021

Realistic Commodity Flow Networks to Assess Vulnerability of Food Systems.

Abhijin Adiga, Nicholas Palmer, Sanchit Sinha, Penina Waghalter, Aniruddha Dave, Daniel Perez Lazarte, Thierry Brévault, Andrea Apolloni, Henning S. Mortveit, Young Yun Baek, Madhav V. Marathe

Proceedings of the Complex Networks & Their Applications X - Volume 1, Proceedings of the Tenth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021, Madrid, Spain, November 30, 2021

Perturbing Inputs for Fragile Interpretations in Deep Natural Language Processing.

Sanchit Sinha, Hanjie Chen, Arshdeep Sekhon, Yangfeng Ji, Yanjun Qi

Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2021

2019

Triplet Transform Learning for Automated Primate Face Recognition.

Mohit Agarwal, Sanchit Sinha, Maneet Singh, Shruti Nagpal, Richa Singh, Mayank Vatsa

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Video Summarization using Global Attention with Memory Network and LSTM.

Dhruva Sahrawat, Mohit Agarwal, Sanchit Sinha, Aditya Adhikary, Mansi Agarwal, Rajiv Ratn Shah, Roger Zimmermann

Proceedings of the Fifth IEEE International Conference on Multimedia Big Data, 2019

2018

Exploring Bias in Primate Face Detection and Recognition.

Sanchit Sinha, Mohit Agarwal, Mayank Vatsa, Richa Singh, Saket Anand

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018