Siddhant Kharbanda

According to our database, Siddhant Kharbanda authored at least 8 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Learning label-label correlations in Extreme Multi-label Classification via Label Features.

Siddhant Kharbanda, Devaansh Gupta, Erik Schultheis, Atmadeep Banerjee, Cho-Jui Hsieh, Rohit Babbar

CoRR, 2024

UniDEC : Unified Dual Encoder and Classifier Training for Extreme Multi-Label Classification.

Siddhant Kharbanda, Devaansh Gupta, Gururaj K, Pankaj Malhotra, Cho-Jui Hsieh, Rohit Babbar

CoRR, 2024

Gandalf: Learning Label-label Correlations in Extreme Multi-label Classification via Label Features.

Siddhant Kharbanda, Devaansh Gupta, Erik Schultheis, Atmadeep Banerjee, Cho-Jui Hsieh, Rohit Babbar

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

2023

InceptionXML: A Lightweight Framework with Synchronized Negative Sampling for Short Text Extreme Classification.

Siddhant Kharbanda, Atmadeep Banerjee, Devaansh Gupta, Akash Palrecha, Rohit Babbar

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

CLIPTrans: Transferring Visual Knowledge with Pre-trained Models for Multimodal Machine Translation.

Devaansh Gupta, Siddhant Kharbanda, Jiawei Zhou, Wanhua Li, Hanspeter Pfister, Donglai Wei

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

CascadeXML: Rethinking Transformers for End-to-end Multi-resolution Training in Extreme Multi-label Classification.

Siddhant Kharbanda, Atmadeep Banerjee, Erik Schultheis, Rohit Babbar

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

YouMVOS: An Actor-centric Multi-shot Video Object Segmentation Dataset.

Donglai Wei, Siddhant Kharbanda, Sarthak Arora, Roshan Roy, Nishant Jain, Akash Palrecha, Tanav Shah, Shray Mathur, Ritik Mathur, Abhijay Kemkar, Anirudh Srinivasan Chakravarthy, Zudi Lin, Won-Dong Jang, Yansong Tang, Song Bai, James Tompkin, Philip H. S. Torr, Hanspeter Pfister

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Embedding Convolutions for Short Text Extreme Classification with Millions of Labels.

Siddhant Kharbanda, Atmadeep Banerjee, Akash Palrecha, Rohit Babbar

CoRR, 2021