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Derek Hoiem

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Region-Based Representations Revisited

Feb 04, 2024
Michal Shlapentokh-Rothman, Ansel Blume, Yao Xiao, Yuqun Wu, Sethuraman T V, Heyi Tao, Jae Yong Lee, Wilfredo Torres, Yu-Xiong Wang, Derek Hoiem

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Unified-IO 2: Scaling Autoregressive Multimodal Models with Vision, Language, Audio, and Action

Dec 28, 2023
Jiasen Lu, Christopher Clark, Sangho Lee, Zichen Zhang, Savya Khosla, Ryan Marten, Derek Hoiem, Aniruddha Kembhavi

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ViStruct: Visual Structural Knowledge Extraction via Curriculum Guided Code-Vision Representation

Nov 22, 2023
Yangyi Chen, Xingyao Wang, Manling Li, Derek Hoiem, Heng Ji

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WebWISE: Web Interface Control and Sequential Exploration with Large Language Models

Oct 25, 2023
Heyi Tao, Sethuraman T V, Michal Shlapentokh-Rothman, Derek Hoiem

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Continual Learning in Open-vocabulary Classification with Complementary Memory Systems

Jul 04, 2023
Zhen Zhu, Weijie Lyu, Yao Xiao, Derek Hoiem

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Consistent Multimodal Generation via A Unified GAN Framework

Jul 04, 2023
Zhen Zhu, Yijun Li, Weijie Lyu, Krishna Kumar Singh, Zhixin Shu, Soeren Pirk, Derek Hoiem

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StyleGAN knows Normal, Depth, Albedo, and More

Jun 01, 2023
Anand Bhattad, Daniel McKee, Derek Hoiem, D. A. Forsyth

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Make It So: Steering StyleGAN for Any Image Inversion and Editing

Apr 27, 2023
Anand Bhattad, Viraj Shah, Derek Hoiem, D. A. Forsyth

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Sparse SPN: Depth Completion from Sparse Keypoints

Dec 02, 2022
Yuqun Wu, Jae Yong Lee, Derek Hoiem

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QFF: Quantized Fourier Features for Neural Field Representations

Dec 02, 2022
Jae Yong Lee, Yuqun Wu, Chuhang Zou, Shenlong Wang, Derek Hoiem

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