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Multitask Vision-Language Prompt Tuning


Nov 22, 2022
Sheng Shen, Shijia Yang, Tianjun Zhang, Bohan Zhai, Joseph E. Gonzalez, Kurt Keutzer, Trevor Darrell

* Preprint 

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Using Language to Extend to Unseen Domains


Oct 20, 2022
Lisa Dunlap, Clara Mohri, Devin Guillory, Han Zhang, Trevor Darrell, Joseph E. Gonzalez, Aditi Raghunathan, Anja Rohrbach


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QDTrack: Quasi-Dense Similarity Learning for Appearance-Only Multiple Object Tracking


Oct 12, 2022
Tobias Fischer, Jiangmiao Pang, Thomas E. Huang, Linlu Qiu, Haofeng Chen, Trevor Darrell, Fisher Yu


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Real-World Robot Learning with Masked Visual Pre-training


Oct 06, 2022
Ilija Radosavovic, Tete Xiao, Stephen James, Pieter Abbeel, Jitendra Malik, Trevor Darrell

* CoRL 2022; Project page: https://tetexiao.com/projects/real-mvp 

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Decentralized Vehicle Coordination: The Berkeley DeepDrive Drone Dataset


Sep 22, 2022
Fangyu Wu, Dequan Wang, Minjune Hwang, Chenhui Hao, Jiawei Lu, Jiamu Zhang, Christopher Chou, Trevor Darrell, Alexandre Bayen

* 6 pages, 10 figures, 1 table 

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Studying Bias in GANs through the Lens of Race


Sep 15, 2022
Vongani H. Maluleke, Neerja Thakkar, Tim Brooks, Ethan Weber, Trevor Darrell, Alexei A. Efros, Angjoo Kanazawa, Devin Guillory

* ECCV 2022. Project Page: https://neerja.me/bias-gans/ 

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Prior Knowledge-Guided Attention in Self-Supervised Vision Transformers


Sep 07, 2022
Kevin Miao, Akash Gokul, Raghav Singh, Suzanne Petryk, Joseph Gonzalez, Kurt Keutzer, Trevor Darrell, Colorado Reed


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Visual Prompting via Image Inpainting


Sep 01, 2022
Amir Bar, Yossi Gandelsman, Trevor Darrell, Amir Globerson, Alexei A. Efros

* Project page: https://yossigandelsman.github.io/visual_prompt 

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