Search Results for author: Hanzi Mao

Found 4 papers, 4 papers with code

Entailment as Few-Shot Learner

3 code implementations29 Apr 2021 Sinong Wang, Han Fang, Madian Khabsa, Hanzi Mao, Hao Ma

Large pre-trained language models (LMs) have demonstrated remarkable ability as few-shot learners.

Contrastive Learning Data Augmentation +8

A ConvNet for the 2020s

45 code implementations CVPR 2022 Zhuang Liu, Hanzi Mao, Chao-yuan Wu, Christoph Feichtenhofer, Trevor Darrell, Saining Xie

The "Roaring 20s" of visual recognition began with the introduction of Vision Transformers (ViTs), which quickly superseded ConvNets as the state-of-the-art image classification model.

Classification Domain Generalization +3

Exploring Plain Vision Transformer Backbones for Object Detection

6 code implementations30 Mar 2022 Yanghao Li, Hanzi Mao, Ross Girshick, Kaiming He

This design enables the original ViT architecture to be fine-tuned for object detection without needing to redesign a hierarchical backbone for pre-training.

Instance Segmentation Object +2

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