Search Results for author: Mir Rayat Imtiaz Hossain

Found 4 papers, 2 papers with code

Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach

no code implementations17 Apr 2024 Mir Rayat Imtiaz Hossain, Mennatullah Siam, Leonid Sigal, James J. Little

These learned visual prompts are used to prompt a multiscale transformer decoder to facilitate accurate dense predictions.

Decoder Semantic Segmentation +1

Framework-agnostic Semantically-aware Global Reasoning for Segmentation

no code implementations6 Dec 2022 Mir Rayat Imtiaz Hossain, Leonid Sigal, James J. Little

Recent advances in pixel-level tasks (e. g. segmentation) illustrate the benefit of of long-range interactions between aggregated region-based representations that can enhance local features.

Instance Segmentation object-detection +3

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