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12/19/2021
LocFormer: Enabling Transformers to Perform Temporal Moment Localization on Long Untrimmed Videos With a Feature Sampling Approach
We propose LocFormer, a Transformer-based model for video grounding whic...
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08/09/2021
Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models
We extend the task of composed image retrieval, where an input query con...
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11/26/2020
A Recurrent Vision-and-Language BERT for Navigation
Accuracy of many visiolinguistic tasks has benefited significantly from ...
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10/19/2020
Language and Visual Entity Relationship Graph for Agent Navigation
Vision-and-Language Navigation (VLN) requires an agent to navigate in a ...
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10/13/2020
DORi: Discovering Object Relationship for Moment Localization of a Natural-Language Query in Video
This paper studies the task of temporal moment localization in a long un...
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07/01/2020
The IKEA ASM Dataset: Understanding People Assembling Furniture through Actions, Objects and Pose
The availability of a large labeled dataset is a key requirement for app...
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05/27/2020
A Multi-modal Approach to Fine-grained Opinion Mining on Video Reviews
Despite the recent advances in opinion mining for written reviews, few w...
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04/06/2020
Sub-Instruction Aware Vision-and-Language Navigation
Vision-and-language navigation requires an agent to navigate through a r...
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10/24/2019
Word-level Deep Sign Language Recognition from Video: A New Large-scale Dataset and Methods Comparison
Vision-based sign language recognition aims at helping the hearing-impai...
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08/20/2019