Search Results for author: Baichuan Huang

Found 6 papers, 4 papers with code

Lightweight Inference for Forward-Forward Algorithm

no code implementations8 Apr 2024 Amin Aminifar, Baichuan Huang, Azra Abtahi, Amir Aminifar

The human brain performs tasks with an outstanding energy-efficiency, i. e., with approximately 20 Watts.

Seizure Detection

DIPN: Deep Interaction Prediction Network with Application to Clutter Removal

1 code implementation9 Nov 2020 Baichuan Huang, Shuai D. Han, Abdeslam Boularias, Jingjin Yu

The high accuracy of DIPN allows direct integration with a grasp network, yielding a robotic manipulation system capable of executing challenging clutter removal tasks while being trained in a fully self-supervised manner.

Friction

M^3VSNet: Unsupervised Multi-metric Multi-view Stereo Network

1 code implementation30 Apr 2020 Baichuan Huang, Hongwei Yi, Can Huang, Yijia He, Jingbin Liu, Xiao Liu

To improve the robustness and completeness of point cloud reconstruction, we propose a novel multi-metric loss function that combines pixel-wise and feature-wise loss function to learn the inherent constraints from different perspectives of matching correspondences.

Point cloud reconstruction

M^3VSNet: Unsupervised Multi-metric Multi-view Stereo Network

1 code implementation21 Apr 2020 Baichuan Huang, Hongwei Yi, Can Huang, Yijia He, Jingbin Liu, Xiao Liu

To improve the robustness and completeness of point cloud reconstruction, we propose a novel multi-metric loss function that combines pixel-wise and feature-wise loss function to learn the inherent constraints from different perspectives of matching correspondences.

Point cloud reconstruction

A Survey of Simultaneous Localization and Mapping

no code implementations24 Aug 2019 Baichuan Huang, Jun Zhao, Jingbin Liu

The paper makes an overview in SLAM including Lidar SLAM, visual SLAM, and their fusion.

Robotics Simultaneous Localization and Mapping

Planning with State Abstractions for Non-Markovian Task Specifications

2 code implementations28 May 2019 Yoonseon Oh, Roma Patel, Thao Nguyen, Baichuan Huang, Ellie Pavlick, Stefanie Tellex

Often times, we specify tasks for a robot using temporal language that can also span different levels of abstraction.

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