Sahand Sharifzadeh | DeepAI

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∙ 05/28/2023

MemeGraphs: Linking Memes to Knowledge Graphs

Memes are a popular form of communicating trends and ideas in social med...

0 Vasiliki Kougia, et al. ∙

∙ 03/24/2023

Prior-RadGraphFormer: A Prior-Knowledge-Enhanced Transformer for Generating Radiology Graphs from X-Rays

The extraction of structured clinical information from free-text radiolo...

0 Yiheng Xiong, et al. ∙

∙ 12/23/2022

Do DALL-E and Flamingo Understand Each Other?

A major goal of multimodal research is to improve machine understanding ...

0 Hang Li, et al. ∙

∙ 08/22/2022

InstanceFormer: An Online Video Instance Segmentation Framework

Recent transformer-based offline video instance segmentation (VIS) appro...

1 Rajat Koner, et al. ∙

∙ 04/29/2022

Flamingo: a Visual Language Model for Few-Shot Learning

Building models that can be rapidly adapted to numerous tasks using only...

7 Jean-Baptiste Alayrac, et al. ∙

∙ 03/19/2022

Relationformer: A Unified Framework for Image-to-Graph Generation

A comprehensive representation of an image requires understanding object...

10 Suprosanna, et al. ∙

∙ 09/27/2021

The Tensor Brain: A Unified Theory of Perception, Memory and Semantic Decoding

We present a unified computational theory of perception and memory. In o...

5 Volker Tresp, et al. ∙

∙ 02/09/2021

Improving Visual Reasoning by Exploiting The Knowledge in Texts

This paper presents a new framework for training image-based classifiers...

0 Sahand Sharifzadeh, et al. ∙

∙ 11/19/2020

Classification by Attention: Scene Graph Classification with Prior Knowledge

A main challenge in scene graph classification is that the appearance of...

0 Sahand Sharifzadeh, et al. ∙

∙ 01/29/2020

The Tensor Brain: Semantic Decoding for Perception and Memory

We analyse perception and memory using mathematical models for knowledge...

0 Volker Tresp, et al. ∙

∙ 05/02/2019

Improving Visual Relation Detection using Depth Maps

State of the art visual relation detection methods have been relying on ...

0 Sahand Sharifzadeh, et al. ∙

∙ 12/12/2016

Learning to Drive using Inverse Reinforcement Learning and Deep Q-Networks

We propose an inverse reinforcement learning (IRL) approach using Deep Q...

0 Sahand Sharifzadeh, et al. ∙

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