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09/10/2022
OmDet: Language-Aware Object Detection with Large-scale Vision-Language Multi-dataset Pre-training
Advancing object detection to open-vocabulary and few-shot transfer has ...
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07/01/2022
VL-CheckList: Evaluating Pre-trained Vision-Language Models with Objects, Attributes and Relations
Vision-Language Pretraining (VLP) models have recently successfully faci...
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08/20/2021
Localize, Group, and Select: Boosting Text-VQA by Scene Text Modeling
As an important task in multimodal context understanding, Text-VQA (Visu...
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06/26/2021
Core Challenges in Embodied Vision-Language Planning
Recent advances in the areas of multimodal machine learning and artifici...
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01/06/2021
SF-QA: Simple and Fair Evaluation Library for Open-domain Question Answering
Although open-domain question answering (QA) draws great attention in re...
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01/01/2021
VisualSparta: Sparse Transformer Fragment-level Matching for Large-scale Text-to-Image Search
Text-to-image retrieval is an essential task in multi-modal information ...
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09/28/2020