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ZENODO
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AVLEN: Audio-Visual-Language Embodied Navigation in 3D Environments - Supplementary Data

Authors: Sudipta, Paul; Roy-Chowdhury, Amit; Cherian, Anoop;

AVLEN: Audio-Visual-Language Embodied Navigation in 3D Environments - Supplementary Data

Abstract

Introduction In this zip, we release the auxiliary data that is beneficial to execute the implementation of AVLEN described in our paper AVLEN: Audio-Visual-Language Embodied Navigation in 3D Environments by Sudipta Paul, Amit K Roy-Chowdhury, and Anoop Cherian, NeurIPS, 2022. At a Glance The size of the unzipped data is 4.6G The unzipped folder contains: (i) a README.md file and (ii) ./AVLEN-data folder. The latter contains the following zip files. Please see the AVLEN code to see how to unzip these files into their respective folders. ckpt.119.pth -- 61M connectivity.zip -- 1.4M pretrained_weights.zip -- 1.7G ResNet-152-imagenet.zip -- 2.9G semantic_audionav_dialog_approx.zip -- 2.7M soundspaces.zip -- 479K speaker_model_weights.zip -- 51M Other Resources For the implementation of AVLEN that uses the data shared here, please visit MERL TR2022-131. Citation If you use AVLEN in your research, please cite our paper: @InProceedings{paul2022avlen, title={AVLEN: Audio-Visual-Language Embodied Navigation in 3D Environments}, booktitle={Advances in Neural Information Processing Systems}, author={Paul, Sudipta and Roy-Chowdhury, Amit and Cherian, Anoop}, volume={35}, pages={6236--6249}, year={2022} } Copyright and License The AVLEN dataset is released under CC-BY-SA-4.0 license. All data: Created by Mitsubishi Electric Research Laboratories (MERL), 2023 SPDX-License-Identifier: CC-BY-SA-4.0

Keywords

Language based Embodied AI, Multimodal reinforcement learning, Audio-Visual Embodied AI

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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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