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09/05/2023
NICE 2023 Zero-shot Image Captioning Challenge
In this report, we introduce NICE project[<https://nice.lgresearch.ai/>]...
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03/23/2023
Open-Vocabulary Object Detection using Pseudo Caption Labels
Recent open-vocabulary detection methods aim to detect novel objects by ...
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03/23/2023
MELTR: Meta Loss Transformer for Learning to Fine-tune Video Foundation Models
Foundation models have shown outstanding performance and generalization ...
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12/27/2022
Noise-aware Learning from Web-crawled Image-Text Data for Image Captioning
Image captioning is one of the straightforward tasks that can take advan...
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12/01/2022
Learning to Generate Text-grounded Mask for Open-world Semantic Segmentation from Only Image-Text Pairs
We tackle open-world semantic segmentation, which aims at learning to se...
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11/29/2021
Sparse DETR: Efficient End-to-End Object Detection with Learnable Sparsity
DETR is the first end-to-end object detector using a transformer encoder...
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03/10/2021
Spatially Consistent Representation Learning
Self-supervised learning has been widely used to obtain transferrable re...
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02/05/2020
Accelerating Object Detection by Erasing Background Activations
Recent advances in deep learning have enabled complex real-world use cas...
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11/23/2016
PVANet: Lightweight Deep Neural Networks for Real-time Object Detection
In object detection, reducing computational cost is as important as impr...
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08/29/2016