Search Results for author: Kaifeng Zhang

Found 5 papers, 2 papers with code

Self-Supervised Geometric Correspondence for Category-Level 6D Object Pose Estimation in the Wild

1 code implementation13 Oct 2022 Kaifeng Zhang, Yang Fu, Shubhankar Borse, Hong Cai, Fatih Porikli, Xiaolong Wang

While 6D object pose estimation has wide applications across computer vision and robotics, it remains far from being solved due to the lack of annotations.

6D Pose Estimation 6D Pose Estimation using RGB +2

Semantic-Aware Fine-Grained Correspondence

1 code implementation21 Jul 2022 Yingdong Hu, Renhao Wang, Kaifeng Zhang, Yang Gao

Establishing visual correspondence across images is a challenging and essential task.

Pose Tracking Self-Supervised Learning +4

Auto-Encoding Adversarial Imitation Learning

no code implementations22 Jun 2022 Kaifeng Zhang, Rui Zhao, Ziming Zhang, Yang Gao

In this work, we propose Auto-Encoding Adversarial Imitation Learning (AEAIL), a robust and scalable AIL framework.

Imitation Learning Reinforcement Learning (RL)

Auto-Encoding Inverse Reinforcement Learning

no code implementations29 Sep 2021 Kaifeng Zhang, Rui Zhao, Ziming Zhang, Yang Gao

Reinforcement learning (RL) provides a powerful framework for decision-making, but its application in practice often requires a carefully designed reward function.

Imitation Learning reinforcement-learning +1

Learning from Demonstrations with Energy based Generative Adversarial Imitation Learning

no code implementations1 Jan 2021 Kaifeng Zhang

It turns out to be a bottleneck for modern reinforcement learning approaches to be applied into more realistic scenarios.

Imitation Learning reinforcement-learning +1

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