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3D visual grounding involves finding a target object in a 3D scene that corresponds to a given sentence query.
A framework for multiple-instance learning
Oded Maron and Tomás Lozano-Pérez · 1997
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Efficient non-maximum suppression
Alexander Neubeck and Luc Van Gool · 2006
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Natural language processing with Python: analyzing text with the natural language toolkit
Steven Bird, Ewan Klein, and Edward Loper · 2009
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3d virtual worlds and the metaverse: Current status and future possibilities
John David N Dionisio, William G Burns III, and Richard Gilbert · 2013
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Referitgame: Referring to objects in photographs of natural scenes
Sahar Kazemzadeh, Vicente Ordonez, Mark Matten, and Tamara Berg · 2014
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Distilling the knowledge in a neural network
Geoffrey Hinton, Oriol Vinyals, Jeff Dean, et al · 2015
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Flickr30k entities: Collecting region-to-phrase correspondences for richer image-to-sentence models
Bryan A Plummer, Liwei Wang, Chris M Cervantes, Juan C Caicedo, Julia Hockenmaier, and Svetlana Lazebnik · 2015
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Sun rgb-d: A rgb-d scene understanding benchmark suite
Shuran Song, Samuel P Lichtenberg, and Jianxiong Xiao · 2015
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Grounding of textual phrases in images by reconstruction
Anna Rohrbach, Marcus Rohrbach, Ronghang Hu, Trevor Darrell, and Bernt Schiele · 2016
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Scannet: Richly-annotated 3d reconstructions of indoor scenes
Angela Dai, Angel X Chang, Manolis Savva, Maciej Halber, Thomas Funkhouser, and Matthias Nießner · 2017
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Vse++: Improving visual-semantic embeddings with hard negatives
Fartash Faghri, David J Fleet, Jamie Ryan Kiros, and Sanja Fidler · 2017
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Pointnet++: Deep hierarchical feature learning on point sets in a metric space
Charles Ruizhongtai Qi, Li Yi, Hao Su, and Leonidas J Guibas · 2017
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Attention-based deep multiple instance learning
Maximilian Ilse, Jakub Tomczak, and Max Welling · 2018
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Fixing weight decay regularization in adam
Ilya Loshchilov and Frank Hutter · 2018
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Gibson env: Real-world perception for embodied agents
Fei Xia, Amir R Zamir, Zhiyang He, Alexander Sax, Jitendra Malik, and Silvio Savarese · 2018
Cited alongside, same era.
Mattnet: Modular attention network for referring expression comprehension
Licheng Yu, Zhe Lin, Xiaohui Shen, Jimei Yang, Xin Lu, Mohit Bansal, and Tamara L Berg · 2018
Cited alongside, same era.
Align2ground: Weakly supervised phrase grounding guided by image-caption alignment
Samyak Datta, Karan Sikka, Anirban Roy, Karuna Ahuja, Devi Parikh, and Ajay Divakaran · 2019
Cited alongside, same era.
Adaptive reconstruction network for weakly supervised referring expression grounding
Xuejing Liu, Liang Li, Shuhui Wang, Zheng-Jun Zha, Dechao Meng, and Qingming Huang · 2019
Cited alongside, same era.
Deep hough voting for 3d object detection in point clouds
Charles R Qi, Or Litany, Kaiming He, and Leonidas J Guibas · 2019
Cited alongside, same era.
Transvg: End-to-end visual grounding with transformers
Jiajun Deng, Zhengyuan Yang, Tianlang Chen, Wengang Zhou, and Houqiang Li · 2021
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Cityflow-nl: Tracking and retrieval of vehicles at city scale by natural language descriptions
Qi Feng, Vitaly Ablavsky, and Stan Sclaroff · 2021
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Transrefer3d: Entity-and-relation aware transformer for fine-grained 3d visual grounding
Dailan He, Yusheng Zhao, Junyu Luo, Tianrui Hui, Shaofei Huang, Aixi Zhang, and Si Liu · 2021
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Text-guided graph neural networks for referring 3d instance segmentation
Pin-Hao Huang, Han-Hung Lee, Hwann-Tzong Chen, and Tyng-Luh Liu · 2021
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Mdetr-modulated detection for end-to-end multi-modal understanding
Aishwarya Kamath, Mannat Singh, Yann LeCun, Gabriel Synnaeve, Ishan Misra, and Nicolas Carion · 2021
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Xin Wang, Qiuyuan Huang, Asli Celikyilmaz, Jianfeng Gao, Dinghan Shen, Yuan-Fang Wang, William Yang Wang, and Lei Zhang · 2019
Cited alongside, same era.
Referit3d: Neural listeners for fine-grained 3d object identification in real-world scenes
Panos Achlioptas, Ahmed Abdelreheem, Fei Xia, Mohamed Elhoseiny, and Leonidas Guibas · 2020
Cited alongside, same era.
Scanrefer: 3d object localization in rgb-d scans using natural language
Dave Zhenyu Chen, Angel X Chang, and Matthias Nießner · 2020
Cited alongside, same era.
Contrastive learning for weakly supervised phrase grounding
Tanmay Gupta, Arash Vahdat, Gal Chechik, Xiaodong Yang, Jan Kautz, and Derek Hoiem · 2020
Cited alongside, same era.
Momentum contrast for unsupervised visual representation learning
Kaiming He, Haoqi Fan, Yuxin Wu, Saining Xie, and Ross Girshick · 2020
Cited alongside, same era.
Attngrounder: Talking to cars with attention
Vivek Mittal · 2020
Cited alongside, same era.
Improving one-stage visual grounding by recursive sub-query construction
Zhengyuan Yang, Tianlang Chen, Liwei Wang, and Jiebo Luo · 2020
Cited alongside, same era.
Group-free 3d object detection via transformers
Ze Liu, Zheng Zhang, Yue Cao, Han Hu, and Xin Tong · 2021
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Improving weakly supervised visual grounding by contrastive knowledge distillation
Liwei Wang, Jing Huang, Yin Li, Kun Xu, Zhengyuan Yang, and Dong Yu · 2021
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Sat: 2d semantics assisted training for 3d visual grounding
Zhengyuan Yang, Songyang Zhang, Liwei Wang, and Jiebo Luo · 2021
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Instancerefer: Cooperative holistic understanding for visual grounding on point clouds through instance multi-level contextual referring
Zhihao Yuan, Xu Yan, Yinghong Liao, Ruimao Zhang, Sheng Wang, Zhen Li, and Shuguang Cui · 2021
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3dvg-transformer: Relation modeling for visual grounding on point clouds
Lichen Zhao, Daigang Cai, Lu Sheng, and Dong Xu · 2021
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3djcg: A unified framework for joint dense captioning and visual grounding on 3d point clouds
Daigang Cai, Lichen Zhao, Jing Zhang, Lu Sheng, and Dong Xu · 2022
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Multi-view transformer for 3d visual grounding
Shijia Huang, Yilun Chen, Jiaya Jia, and Liwei Wang · 2022
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Metaverse
Stylianos Mystakidis · 2022
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