Search Results for author: Soumajit Majumder

Found 5 papers, 0 papers with code

Revisiting Implicit Models: Sparsity Trade-offs Capability in Weight-tied Model for Vision Tasks

no code implementations16 Jul 2023 Haobo Song, Soumajit Majumder, Tao Lin

Implicit models such as Deep Equilibrium Models (DEQs) have garnered significant attention in the community for their ability to train infinite layer models with elegant solution-finding procedures and constant memory footprint.

Benchmarking

Multi-Stage Fusion for One-Click Segmentation

no code implementations19 Oct 2020 Soumajit Majumder, Ansh Khurana, Abhinav Rai, Angela Yao

Segmenting objects of interest in an image is an essential building block of applications such as photo-editing and image analysis.

Instance Segmentation Interactive Segmentation +2

Localized Interactive Instance Segmentation

no code implementations18 Oct 2020 Soumajit Majumder, Angela Yao

In current interactive instance segmentation works, the user is granted a free hand when providing clicks to segment an object; clicks are allowed on background pixels and other object instances far from the target object.

Instance Segmentation Interactive Segmentation +3

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