Siddhant Kharbanda

13 papers A* 6Journal 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Mercury: Ultra-Fast Language Models Based on Diffusion.
CoRR
Samar Khanna, Siddhant Kharbanda, Shufan Li, Harshit Varma, Eric Wang, Sawyer Birnbaum, Ziyang Luo, Yanis Miraoui, Akash Palrecha, Stefano Ermon, Aditya Grover, Volodymyr Kuleshov
2025 A* conf
UniDEC : Unified Dual Encoder and Classifier Training for Extreme Multi-Label Classification.
WWW
Siddhant Kharbanda, Devaansh Gupta, Gururaj K, Pankaj Malhotra, Amit Singh, Cho-Jui Hsieh, Rohit Babbar
2024 — —
Compute Efficient Extreme Multi-Label Classification
Siddhant Kharbanda
2024 A* conf
Gandalf: Learning Label-label Correlations in Extreme Multi-label Classification via Label Features.
KDD
Siddhant Kharbanda, Devaansh Gupta, Erik Schultheis, Atmadeep Banerjee, Cho-Jui Hsieh, Rohit Babbar
2024 J jnl
Learning label-label correlations in Extreme Multi-label Classification via Label Features.
CoRR
Siddhant Kharbanda, Devaansh Gupta, Erik Schultheis, Atmadeep Banerjee, Cho-Jui Hsieh, Rohit Babbar
2024 J jnl
UniDEC : Unified Dual Encoder and Classifier Training for Extreme Multi-Label Classification.
CoRR
Siddhant Kharbanda, Devaansh Gupta, Gururaj K, Pankaj Malhotra, Cho-Jui Hsieh, Rohit Babbar
2023 A* conf
CLIPTrans: Transferring Visual Knowledge with Pre-trained Models for Multimodal Machine Translation.
ICCV
Devaansh Gupta, Siddhant Kharbanda, Jiawei Zhou, Wanhua Li, Hanspeter Pfister, Donglai Wei
2023 J jnl
CLIPTrans: Transferring Visual Knowledge with Pre-trained Models for Multimodal Machine Translation.
CoRR
Devaansh Gupta, Siddhant Kharbanda, Jiawei Zhou, Wanhua Li, Hanspeter Pfister, Donglai Wei
2023 A* conf
InceptionXML: A Lightweight Framework with Synchronized Negative Sampling for Short Text Extreme Classification.
SIGIR
Siddhant Kharbanda, Atmadeep Banerjee, Devaansh Gupta, Akash Palrecha, Rohit Babbar
2022 A* conf
CascadeXML: Rethinking Transformers for End-to-end Multi-resolution Training in Extreme Multi-label Classification.
NeurIPS
Siddhant Kharbanda, Atmadeep Banerjee, Erik Schultheis, Rohit Babbar
2022 J jnl
CascadeXML: Rethinking Transformers for End-to-end Multi-resolution Training in Extreme Multi-label Classification.
CoRR
Siddhant Kharbanda, Atmadeep Banerjee, Erik Schultheis, Rohit Babbar
2022 A* conf
YouMVOS: An Actor-centric Multi-shot Video Object Segmentation Dataset.
CVPR
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
2021 J jnl
Embedding Convolutions for Short Text Extreme Classification with Millions of Labels.
CoRR
Siddhant Kharbanda, Atmadeep Banerjee, Akash Palrecha, Rohit Babbar