Search Results for author: Tarkan Aydin

Found 2 papers, 1 papers with code

NiNformer: A Network in Network Transformer with Token Mixing Generated Gating Function

1 code implementation4 Mar 2024 Abdullah Nazhat Abdullah, Tarkan Aydin

The Attention Mechanism was utilized in Computer Vision as the Vision Transformer ViT, and its usage has expanded into many tasks in the vision domain, such as classification, segmentation, object detection, and image generation.

Image Classification Image Generation +2

HiMODE: A Hybrid Monocular Omnidirectional Depth Estimation Model

no code implementations11 Apr 2022 Masum Shah Junayed, Arezoo Sadeghzadeh, Md Baharul Islam, Lai-Kuan Wong, Tarkan Aydin

Extensive experiments conducted on three datasets; Stanford3D, Matterport3D, and SunCG, demonstrate that HiMODE can achieve state-of-the-art performance for 360{\deg} monocular depth estimation.

Decoder Monocular Depth Estimation

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