Siddhant Kharbanda

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Binary Classifiers

Multi Label Classification

Top Venues

Publications

Siddhant Kharbanda, Devaansh Gupta, Erik Schultheis, Atmadeep Banerjee, Cho-Jui Hsieh, Rohit Babbar
Gandalf: Learning Label-label Correlations in Extreme Multi-label Classification via Label Features. KDD (2024)
Siddhant Kharbanda, Devaansh Gupta, Erik Schultheis, Atmadeep Banerjee, Cho-Jui Hsieh, Rohit Babbar
Learning label-label correlations in Extreme Multi-label Classification via Label Features. CoRR (2024)
Siddhant Kharbanda, Devaansh Gupta, Gururaj K, Pankaj Malhotra, Cho-Jui Hsieh, Rohit Babbar
UniDEC : Unified Dual Encoder and Classifier Training for Extreme Multi-Label Classification. CoRR (2024)
Siddhant Kharbanda, Atmadeep Banerjee, Devaansh Gupta, Akash Palrecha, Rohit Babbar
InceptionXML: A Lightweight Framework with Synchronized Negative Sampling for Short Text Extreme Classification. SIGIR (2023)
Devaansh Gupta, Siddhant Kharbanda, Jiawei Zhou, Wanhua Li, Hanspeter Pfister, Donglai Wei
CLIPTrans: Transferring Visual Knowledge with Pre-trained Models for Multimodal Machine Translation. CoRR (2023)
Devaansh Gupta, Siddhant Kharbanda, Jiawei Zhou, Wanhua Li, Hanspeter Pfister, Donglai Wei
CLIPTrans: Transferring Visual Knowledge with Pre-trained Models for Multimodal Machine Translation. ICCV (2023)
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
YouMVOS: An Actor-centric Multi-shot Video Object Segmentation Dataset. CVPR (2022)
Siddhant Kharbanda, Atmadeep Banerjee, Erik Schultheis, Rohit Babbar
CascadeXML: Rethinking Transformers for End-to-end Multi-resolution Training in Extreme Multi-label Classification. NeurIPS (2022)
Siddhant Kharbanda, Atmadeep Banerjee, Erik Schultheis, Rohit Babbar
CascadeXML: Rethinking Transformers for End-to-end Multi-resolution Training in Extreme Multi-label Classification. CoRR (2022)
Siddhant Kharbanda, Atmadeep Banerjee, Akash Palrecha, Rohit Babbar
Embedding Convolutions for Short Text Extreme Classification with Millions of Labels. CoRR (2021)