Search Results for author: Yikang Zhang

Found 8 papers, 1 papers with code

RoadFormer: Duplex Transformer for RGB-Normal Semantic Road Scene Parsing

no code implementations19 Sep 2023 Jiahang Li, Yikang Zhang, Peng Yun, Guangliang Zhou, Qijun Chen, Rui Fan

Additionally, we release SYN-UDTIRI, the first large-scale road scene parsing dataset that contains over 10, 407 RGB images, dense depth images, and the corresponding pixel-level annotations for both freespace and road defects of different shapes and sizes.

Scene Parsing

Dive Deeper into Rectifying Homography for Stereo Camera Online Self-Calibration

no code implementations19 Sep 2023 Hongbo Zhao, Yikang Zhang, Qijun Chen, Rui Fan

Instead, we introduce four new evaluation metrics to quantify the robustness and accuracy of extrinsic parameter estimation, applicable to both single-pair and multi-pair cases.

Stereo Matching Visual Odometry

SemanticCAP: Chromatin Accessibility Prediction Enhanced by Features Learning from a Language Model

1 code implementation5 Apr 2022 Yikang Zhang, Xiaomin Chu, Yelu Jiang, Hongjie Wu, Lijun Quan

Basically, we merge the features provided by the gene language model into our chromatin accessibility model.

Language Modelling

Collaboration of Experts: Achieving 80% Top-1 Accuracy on ImageNet with 100M FLOPs

no code implementations8 Jul 2021 Yikang Zhang, Zhuo Chen, Zhao Zhong

Our method achieves the state-of-the-art performance on ImageNet, 80. 7% top-1 accuracy with 194M FLOPs.

Image Classification

Super-operator structures and no-go theorems for dissipative quantum phase transitions

no code implementations10 Dec 2020 Thomas Barthel, Yikang Zhang

In the thermodynamic limit, the steady states of open quantum many-body systems can undergo nonequilibrium phase transitions due to a competition between coherent and driven-dissipative dynamics.

Quantum Physics Quantum Gases

AutoBSS: An Efficient Algorithm for Block Stacking Style Search

no code implementations NeurIPS 2020 Yikang Zhang, Jian Zhang, Zhao Zhong

Neural network architecture design mostly focuses on the new convolutional operator or special topological structure of network block, little attention is drawn to the configuration of stacking each block, called Block Stacking Style (BSS).

AutoML Bayesian Optimization +6

DyNet: Dynamic Convolution for Accelerating Convolutional Neural Networks

no code implementations22 Apr 2020 Yikang Zhang, Jian Zhang, Qiang Wang, Zhao Zhong

On one hand, we can reduce the computation cost remarkably while maintaining the performance.

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