ML Anthology

Mukherjee, Lopamudra

17 publications

ICLR 2025 SimpleTM: A Simple Baseline for Multivariate Time Series Forecasting Hui Chen, Viet Luong, Lopamudra Mukherjee, Vikas Singh
NeurIPS 2021 Differentiable Optimization of Generalized Nondecomposable Functions Using Linear Programs Zihang Meng, Lopamudra Mukherjee, Yichao Wu, Vikas Singh, Sathya Ravi
CVPR 2017 Filter Flow Made Practical: Massively Parallel and Lock-Free Sathya N. Ravi, Yunyang Xiong, Lopamudra Mukherjee, Vikas Singh
ECCV 2016 Network Flow Formulations for Learning Binary Hashing Lopamudra Mukherjee, Jiming Peng, Trevor Sigmund, Vikas Singh
ICCV 2015 An NMF Perspective on Binary Hashing Lopamudra Mukherjee, Sathya N. Ravi, Vamsi K. Ithapu, Tyler Holmes, Vikas Singh
CVPR 2015 Gaze-Enabled Egocentric Video Summarization via Constrained Submodular Maximization Jia Xu, Lopamudra Mukherjee, Yin Li, Jamieson Warner, James M. Rehg, Vikas Singh
WACV 2015 Non-Negative Sparse Coding with Regularizer for Image Classification Lopamudra Mukherjee, Alex Hall
ECCV 2014 Spectral Clustering with a Convex Regularizer on Millions of Images Maxwell D. Collins, Ji Liu, Jia Xu, Lopamudra Mukherjee, Vikas Singh
ICCV 2013 GOSUS: Grassmannian Online Subspace Updates with Structured-Sparsity Jia Xu, Vamsi K. Ithapu, Lopamudra Mukherjee, James M. Rehg, Vikas Singh
ECCV 2012 Analyzing the Subspace Structure of Related Images: Concurrent Segmentation of Image Sets Lopamudra Mukherjee, Vikas Singh, Jia Xu, Maxwell D. Collins
CVPR 2011 Scale Invariant Cosegmentation for Image Groups Lopamudra Mukherjee, Vikas Singh, Jiming Peng
MLJ 2010 Ensemble Clustering Using Semidefinite Programming with Applications Vikas Singh, Lopamudra Mukherjee, Jiming Peng, Jinhui Xu
CVPR 2010 Learning Kernels for Variants of Normalized Cuts: Convex Relaxations and Applications Lopamudra Mukherjee, Vikas Singh, Jiming Peng, Chris Hinrichs
CVPR 2009 Half-Integrality Based Algorithms for Cosegmentation of Images Lopamudra Mukherjee, Vikas Singh, Charles R. Dyer
NeurIPS 2007 Ensemble Clustering Using Semidefinite Programming Vikas Singh, Lopamudra Mukherjee, Jiming Peng, Jinhui Xu
ICCV 2007 Generalized Median Graphs: Theory and Applications Lopamudra Mukherjee, Vikas Singh, Jiming Peng, Jinhui Xu, Michael J. Zeitz, Ronald Berezney
ICCV 2007 Limited View CT Reconstruction via Constrained Metric Labeling Vikas Singh, Petru M. Dinu, Lopamudra Mukherjee, Jinhui Xu, Kenneth R. Hoffmann