Varma, Manik

23 publications

ICML 2025 MOGIC: Metadata-Infused Oracle Guidance for Improved Extreme Classification Suchith Chidananda Prabhu, Bhavyajeet Singh, Anshul Mittal, Siddarth Asokan, Shikhar Mohan, Deepak Saini, Yashoteja Prabhu, Lakshya Kumar, Jian Jiao, Amit S, Niket Tandon, Manish Gupta, Sumeet Agarwal, Manik Varma

ICLR 2024 Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction Anirudh Buvanesh, Rahul Chand, Jatin Prakash, Bhawna Paliwal, Mudit Dhawan, Neelabh Madan, Deepesh Hada, Vidit Jain, Sonu Mehta, Yashoteja Prabhu, Manish Gupta, Ramachandran Ramjee, Manik Varma

ICML 2024 OAK: Enriching Document Representations Using Auxiliary Knowledge for Extreme Classification Shikhar Mohan, Deepak Saini, Anshul Mittal, Sayak Ray Chowdhury, Bhawna Paliwal, Jian Jiao, Manish Gupta, Manik Varma

ICMLW 2024 Scaling the Vocabulary of Non-Autoregressive Models for Efficient Generative Retrieval Ravisri Valluri, Akash Kumar Mohankumar, Kushal S. Dave, Amit S, Jian Jiao, Manik Varma, Gaurav Sinha

CVPR 2022 Multi-Modal Extreme Classification Anshul Mittal, Kunal Dahiya, Shreya Malani, Janani Ramaswamy, Seba Kuruvilla, Jitendra Ajmera, Keng-hao Chang, Sumeet Agarwal, Purushottam Kar, Manik Varma

ICML 2021 SiameseXML: Siamese Networks Meet Extreme Classifiers with 100m Labels Kunal Dahiya, Ananye Agarwal, Deepak Saini, Gururaj K, Jian Jiao, Amit Singh, Sumeet Agarwal, Purushottam Kar, Manik Varma

NeurIPS 2020 RNNPool: Efficient Non-Linear Pooling for RAM Constrained Inference Oindrila Saha, Aditya Kusupati, Harsha Vardhan Simhadri, Manik Varma, Prateek Jain

NeurIPS 2018 FastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated Recurrent Neural Network Aditya Kusupati, Manish Singh, Kush Bhatia, Ashish Kumar, Prateek Jain, Manik Varma

ICML 2017 ProtoNN: Compressed and Accurate kNN for Resource-Scarce Devices Chirag Gupta, Arun Sai Suggala, Ankit Goyal, Harsha Vardhan Simhadri, Bhargavi Paranjape, Ashish Kumar, Saurabh Goyal, Raghavendra Udupa, Manik Varma, Prateek Jain

ICML 2017 Resource-Efficient Machine Learning in 2 KB RAM for the Internet of Things Ashish Kumar, Saurabh Goyal, Manik Varma

NeurIPS 2015 Sparse Local Embeddings for Extreme Multi-Label Classification Kush Bhatia, Himanshu Jain, Purushottam Kar, Manik Varma, Prateek Jain

ICML 2014 On P-Norm Path Following in Multiple Kernel Learning for Non-Linear Feature Selection Pratik Jawanpuria, Manik Varma, Saketha Nath

ICML 2013 Local Deep Kernel Learning for Efficient Non-Linear SVM Prediction Cijo Jose, Prasoon Goyal, Parv Aggrwal, Manik Varma

MLJ 2012 Efficient Max-Margin Multi-Label Classification with Applications to Zero-Shot Learning Bharath Hariharan, S. V. N. Vishwanathan, Manik Varma

ICML 2010 Large Scale Max-Margin Multi-Label Classification with Priors Bharath Hariharan, Lihi Zelnik-Manor, S. V. N. Vishwanathan, Manik Varma

NeurIPS 2010 Multiple Kernel Learning and the SMO Algorithm Zhaonan Sun, Nawanol Ampornpunt, Manik Varma, S.v.n. Vishwanathan

ICML 2009 More Generality in Efficient Multiple Kernel Learning Manik Varma, Bodla Rakesh Babu

ICCV 2009 Multiple Kernels for Object Detection Andrea Vedaldi, Varun Gulshan, Manik Varma, Andrew Zisserman

ICCV 2007 Learning the Discriminative Power-Invariance Trade-Off Manik Varma, Debajyoti Ray

ICCV 2007 Locally Invariant Fractal Features for Statistical Texture Classification Manik Varma, Rahul Garg

CVPR 2004 Estimating Illumination Direction from Textured Images Manik Varma, Andrew Zisserman

CVPR 2003 Texture Classification: Are Filter Banks Necessary? Manik Varma, Andrew Zisserman

ECCV 2002 Classifying Images of Materials: Achieving Viewpoint and Illumination Independence Manik Varma, Andrew Zisserman