Heng Wang

According to our database, Heng Wang authored at least 22 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

DINeuro: Distilling Knowledge from 2D Natural Images via Deformable Tubular Transferring Strategy for 3D Neuron Reconstruction.

Yik San Cheng, Runkai Zhao, Heng Wang, Hanchuan Peng, Yui Lo, Yuqian Chen, Lauren J. O'Donnell, Weidong Cai

CoRR, 2024

Multimodal Causal Reasoning Benchmark: Challenging Vision Large Language Models to Infer Causal Links Between Siamese Images.

Zhiyuan Li, Heng Wang, Dongnan Liu, Chaoyi Zhang, Ao Ma, Jieting Long, Tom Weidong Cai

CoRR, 2024

Dance Any Beat: Blending Beats with Visuals in Dance Video Generation.

Xuanchen Wang, Heng Wang, Dongnan Liu, Weidong Cai

CoRR, 2024

Boosting 3D Neuron Segmentation with 2D Vision Transformer Pre-trained on Natural Images.

Yik San Cheng, Runkai Zhao, Heng Wang, Hanchuan Peng, Weidong Cai

CoRR, 2024

LaneCMKT: Boosting Monocular 3D Lane Detection with Cross-Modal Knowledge Transfer.

Runkai Zhao, Heng Wang, Weidong Cai

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Advancements in 3D Lane Detection Using LiDAR Point Clouds: From Data Collection to Model Development.

Runkai Zhao, Yuwen Heng, Heng Wang, Yuanda Gao, Shilei Liu, Changhao Yao, Jiawen Chen, Weidong Cai

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Enhancing Advanced Visual Reasoning Ability of Large Language Models.

Zhiyuan Li, Dongnan Liu, Chaoyi Zhang, Heng Wang, Tengfei Xue, Weidong Cai

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

3DSSG-Cap: A Caption Enhanced Dataset for 3D Visual Grounding.

Yifan Wang, Chaoyi Zhang, Heng Wang, Tom Weidong Cai

Proceedings of the AI 2024: Advances in Artificial Intelligence, 2024

V2A-Mapper: A Lightweight Solution for Vision-to-Audio Generation by Connecting Foundation Models.

Heng Wang, Jianbo Ma, Santiago Pascual, Richard Cartwright, Weidong Cai

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Exploring Annotation-free Image Captioning with Retrieval-augmented Pseudo Sentence Generation.

Zhiyuan Li, Dongnan Liu, Heng Wang, Chaoyi Zhang, Weidong Cai

CoRR, 2023

PointNeuron: 3D Neuron Reconstruction via Geometry and Topology Learning of Point Clouds.

Runkai Zhao, Heng Wang, Chaoyi Zhang, Weidong Cai

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

2022

Towards Generalisable Audio Representations for Audio-Visual Navigation.

Shunqi Mao, Chaoyi Zhang, Heng Wang, Weidong Cai

CoRR, 2022

Spatiality-guided Transformer for 3D Dense Captioning on Point Clouds.

Heng Wang, Chaoyi Zhang, Jianhui Yu, Weidong Cai

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

3D Medical Point Transformer: Introducing Convolution to Attention Networks for Medical Point Cloud Analysis.

Jianhui Yu, Chaoyi Zhang, Heng Wang, Dingxin Zhang, Yang Song, Tiange Xiang, Dongnan Liu, Weidong Cai

CoRR, 2021

Voxel-Wise Cross-Volume Representation Learning for 3D Neuron Reconstruction.

Heng Wang, Chaoyi Zhang, Jianhui Yu, Yang Song, Siqi Liu, Wojciech Chrzanowski, Weidong Cai

Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

Single Neuron Segmentation Using Graph-Based Global Reasoning with Auxiliary Skeleton Loss from 3D Optical Microscope Images.

Heng Wang, Yang Song, Chaoyi Zhang, Jianhui Yu, Siqi Liu, Hanchuan Peng, Tom Weidong Cai

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020

3D Conditional Adversarial Learning for Synthesizing Microscopic Neuron Image Using Skeleton-to-Neuron Translation.

Zihao Tang, Donghao Zhang, Yang Song, Heng Wang, Dongnan Liu, Chaoyi Zhang, Siqi Liu, Hanchuan Peng, Weidong Cai

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

Region and Object based Panoptic Image Synthesis through Conditional GANs.

Heng Wang, Donghao Zhang, Yang Song, Heng Huang, Mei Chen, Weidong Cai

CoRR, 2019

Segmenting Neuronal Structure in 3D Optical Microscope Images via Knowledge Distillation with Teacher-Student Network.

Heng Wang, Donghao Zhang, Yang Song, Siqi Liu, Yue Wang, Dagan Feng, Hanchuan Peng, Weidong Cai

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Multiscale Kernels for Enhanced U-Shaped Network to Improve 3D Neuron Tracing.

Heng Wang, Donghao Zhang, Yang Song, Siqi Liu, Heng Huang, Mei Chen, Hanchuan Peng, Weidong Cai

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Efficient 3D Depthwise and Separable Convolutions with Dilation for Brain Tumor Segmentation.

Donghao Zhang, Yang Song, Dongnan Liu, Chaoyi Zhang, Yicheng Wu, Heng Wang, Fan Zhang, Yong Xia, Lauren J. O'Donnell, Weidong Cai

Proceedings of the AI 2019: Advances in Artificial Intelligence, 2019

2018

Memory and Time Efficient 3D Neuron Morphology Tracing in Large-Scale Images.

Heng Wang, Donghao Zhang, Yang Song, Siqi Liu, Rong Gao, Hanchuan Peng, Weidong Cai

Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018