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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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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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03/28/2022
MSTR: Multi-Scale Transformer for End-to-End Human-Object Interaction Detection
Human-Object Interaction (HOI) detection is the task of identifying a se...
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01/14/2022
Boundary-aware Self-supervised Learning for Video Scene Segmentation
Self-supervised learning has drawn attention through its effectiveness i...
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10/13/2021
Winning the ICCV'2021 VALUE Challenge: Task-aware Ensemble and Transfer Learning with Visual Concepts
The VALUE (Video-And-Language Understanding Evaluation) benchmark is new...
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04/16/2020
Local-Global Video-Text Interactions for Temporal Grounding
This paper addresses the problem of text-to-video temporal grounding, wh...
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11/29/2019
Towards Oracle Knowledge Distillation with Neural Architecture Search
We present a novel framework of knowledge distillation that is capable o...
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04/08/2019
Streamlined Dense Video Captioning
Dense video captioning is an extremely challenging task since accurate a...
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10/03/2018
Transfer Learning via Unsupervised Task Discovery for Visual Question Answering
We study how to leverage off-the-shelf visual and linguistic data to cop...
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10/14/2017
Regularizing Deep Neural Networks by Noise: Its Interpretation and Optimization
Overfitting is one of the most critical challenges in deep neural networ...
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12/12/2016
Text-guided Attention Model for Image Captioning
Visual attention plays an important role to understand images and demons...
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12/06/2016