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Pages
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Posts
A look at Generalization and Overparameterized Networks
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Traditional viewpoint of the U-shaped bias-variance tradeoff curve for generalization performance of a network has been challenged in the recent years with observations such as double descent. What exactly is going on here? Read more
misc
Montreal, Canada during NeurIPS 2018
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Visited Montreal, Canada with Microsoft Research Labmates to attend and present at NeurIPS 2018 Read more
Melbourne, Australia during WSDM 2019
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Visited Melbourne, Australia to attend and present at WSDM 2019 Read more
Vancouver, Canada during NeurIPS 2019
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Visited Vancouver, Canada to attend NeurIPS 2019 and present at SEDL 2019 Read more
projects
Speech-based detection of ALS and Parkinson’s Disease
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To be updated. Read more
Robustness of Symmetric Losses
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We look at the nature of robustness provided by symmetric loss functions against label noise. Read more
publications
Combination of adaptive vector median filter and weighted mean filter for removal of high density impulse noise from color images
Amarjit Roy, Joyeeta Singha, Lalit Manam, Rabul Laskar Published at: IET Image Processing, 2017
[paper]
Removal of fixed valued impulse noise using global noise statistics based adaptive histogram fuzzy filter
Lalit Manam, Amarjit Roy, Fazal Talukdar, Rabul Laskar Published at: TENCON 2017 - IEEE Region 10 Conference, 2017
[paper]
Region adaptive fuzzy filter: an approach for removal of random valued impulse noise
Amarjit Roy, Lalit Manam, Rabul Laskar Published at: IEEE Transactions on Industrial Electronics, 2018
[paper]
Removal of `Salt & Pepper’ noise from color images using adaptive fuzzy technique based on histogram estimation
Amarjit Roy, Lalit Manam, Rabul Laskar Published at: Multimedia Tools and Applications, 2020
[paper]
Correspondence reweighted translation averaging
Lalit Manam, Venu Madhav Govindu Published at: European Conference on Computer Vision (ECCV), 2022
Accepted as poster. Read more
[project page] [paper]
Adaptive annealing for robust geometric estimation
Chitturi Sidhartha, Lalit Manam, Venu Madhav Govindu Published at: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
Accepted as poster. Read more
[project page] [paper]
Sensitivity in translation averaging
Lalit Manam, Venu Madhav Govindu Published at: Neural Information Processing Systems (NeurIPS), 2023
Accepted as poster. Read more
[project page] [paper]
Fusing directions and displacements in translation averaging
Lalit Manam, Venu Madhav Govindu Published at: International Conference on 3D Vision (3DV), 2024
Accepted as oral. Read more
[project page] [paper]
Leveraging Camera Triplets for Efficient and Accurate Structure-from-Motion
Lalit Manam, Venu Madhav Govindu Published at: IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Accepted as poster. Read more
[project page] [paper]