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05/26/2023
GRAtt-VIS: Gated Residual Attention for Auto Rectifying Video Instance Segmentation
Recent trends in Video Instance Segmentation (VIS) have seen a growing r...
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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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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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03/16/2022
Is it all a cluster game? – Exploring Out-of-Distribution Detection based on Clustering in the Embedding Space
It is essential for safety-critical applications of deep neural networks...
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02/14/2022
Box Supervised Video Segmentation Proposal Network
Video Object Segmentation (VOS) has been targeted by various fully-super...
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07/19/2021
OODformer: Out-Of-Distribution Detection Transformer
A serious problem in image classification is that a trained model might ...
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07/13/2021
Graphhopper: Multi-Hop Scene Graph Reasoning for Visual Question Answering
Visual Question Answering (VQA) is concerned with answering free-form qu...
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07/12/2021
Scenes and Surroundings: Scene Graph Generation using Relation Transformer
Identifying objects in an image and their mutual relationships as a scen...
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07/02/2020
Scene Graph Reasoning for Visual Question Answering
Visual question answering is concerned with answering free-form question...
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04/13/2020