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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...
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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...
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12/23/2022
Do DALL-E and Flamingo Understand Each Other?
A major goal of multimodal research is to improve machine understanding ...
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08/22/2022
InstanceFormer: An Online Video Instance Segmentation Framework
Recent transformer-based offline video instance segmentation (VIS) appro...
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04/29/2022
Flamingo: a Visual Language Model for Few-Shot Learning
Building models that can be rapidly adapted to numerous tasks using only...
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03/19/2022
Relationformer: A Unified Framework for Image-to-Graph Generation
A comprehensive representation of an image requires understanding object...
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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...
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02/09/2021
Improving Visual Reasoning by Exploiting The Knowledge in Texts
This paper presents a new framework for training image-based classifiers...
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11/19/2020
Classification by Attention: Scene Graph Classification with Prior Knowledge
A main challenge in scene graph classification is that the appearance of...
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01/29/2020
The Tensor Brain: Semantic Decoding for Perception and Memory
We analyse perception and memory using mathematical models for knowledge...
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05/02/2019
Improving Visual Relation Detection using Depth Maps
State of the art visual relation detection methods have been relying on ...
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12/12/2016