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NoisyQuant: Noisy Bias-Enhanced Post-Training Activation Quantization for Vision Transformers


Nov 29, 2022
Yijiang Liu, Huanrui Yang, Zhen Dong, Kurt Keutzer, Li Du, Shanghang Zhang

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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

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* Preprint 

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Time Will Tell: New Outlooks and A Baseline for Temporal Multi-View 3D Object Detection


Oct 05, 2022
Jinhyung Park, Chenfeng Xu, Shijia Yang, Kurt Keutzer, Kris Kitani, Masayoshi Tomizuka, Wei Zhan

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* Code will be released at https://github.com/Divadi/SOLOFusion 

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Analysis of Quantization on MLP-based Vision Models


Sep 14, 2022
Lingran Zhao, Zhen Dong, Kurt Keutzer

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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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Open-Vocabulary 3D Detection via Image-level Class and Debiased Cross-modal Contrastive Learning


Jul 05, 2022
Yuheng Lu, Chenfeng Xu, Xiaobao Wei, Xiaodong Xie, Masayoshi Tomizuka, Kurt Keutzer, Shanghang Zhang

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The ArtBench Dataset: Benchmarking Generative Models with Artworks


Jun 22, 2022
Peiyuan Liao, Xiuyu Li, Xihui Liu, Kurt Keutzer

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* The first two authors contributed equally to this work. The code and data are available at https://github.com/liaopeiyuan/artbench 

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Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data


Jun 20, 2022
Tian Li, Xiang Chen, Zhen Dong, Weijiang Yu, Yijun Yan, Kurt Keutzer, Shanghang Zhang

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* IJCAI-ECAI 2022 

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Squeezeformer: An Efficient Transformer for Automatic Speech Recognition


Jun 02, 2022
Sehoon Kim, Amir Gholami, Albert Shaw, Nicholas Lee, Karttikeya Mangalam, Jitendra Malik, Michael W. Mahoney, Kurt Keutzer

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