Wei Xu

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 56

Top Topics

Unsupervised Learning

Reinforcement Learning

Top Venues

Publications

Wei Xu, Chunsheng Shi, Sifan Tu, Xin Zhou, Dingkang Liang, Xiang Bai
A Unified Framework for 3D Scene Understanding. CoRR (2024)
Xin Zhou, Dingkang Liang, Wei Xu, Xingkui Zhu, Yihan Xu, Zhikang Zou, Xiang Bai
Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Transfer Learning for Point Cloud Analysis. CoRR (2024)
Haonan Yu, Wei Xu
VONet: Unsupervised Video Object Learning With Parallel U-Net Attention and Object-wise Sequential VAE. ICLR (2024)
Haonan Yu, Wei Xu
VONet: Unsupervised Video Object Learning With Parallel U-Net Attention and Object-wise Sequential VAE. CoRR (2024)
Yihan Hu, Siqi Chai, Zhening Yang, Jingyu Qian, Kun Li, Wenxin Shao, Haichao Zhang, Wei Xu, Qiang Liu
Solving Motion Planning Tasks with a Scalable Generative Model. CoRR (2024)
Haichao Zhang, Wei Xu, Haonan Yu
Policy Expansion for Bridging Offline-to-Online Reinforcement Learning. ICLR (2023)
Yihan Hu, Kun Li, Pingyuan Liang, Jingyu Qian, Zhening Yang, Haichao Zhang, Wenxin Shao, Zhuangzhuang Ding, Wei Xu, Qiang Liu
Imitation with Spatial-Temporal Heatmap: 2nd Place Solution for NuPlan Challenge. CoRR (2023)
Lingfeng Sun, Haichao Zhang, Wei Xu, Masayoshi Tomizuka
Efficient Multi-Task and Transfer Reinforcement Learning With Parameter-Compositional Framework. IEEE Robotics Autom. Lett. 8 (8) (2023)
Haonan Yu, Wei Xu, Haichao Zhang
Towards Safe Reinforcement Learning with a Safety Editor Policy. NeurIPS (2022)
Qinxun Bai, Steven Rosenberg, Wei Xu
Understanding Natural Gradient in Sobolev Spaces. CoRR (2022)
Lingfeng Sun, Haichao Zhang, Wei Xu, Masayoshi Tomizuka
PaCo: Parameter-Compositional Multi-task Reinforcement Learning. NeurIPS (2022)
Zijian Liu, Qinxun Bai, Jose H. Blanchet, Perry Dong, Wei Xu, Zhengqing Zhou, Zhengyuan Zhou
Distributionally Robust Q-Learning. ICML (2022)
Jesse Zhang, Haonan Yu, Wei Xu
Hierarchical Reinforcement Learning By Discovering Intrinsic Options. CoRR (2021)
Haonan Yu, Wei Xu, Haichao Zhang
TAAC: Temporally Abstract Actor-Critic for Continuous Control. NeurIPS (2021)
Neale Ratzlaff, Qinxun Bai, Fuxin Li, Wei Xu
Generative Particle Variational Inference via Estimation of Functional Gradients. ICML (2021)
Neale Ratzlaff, Qinxun Bai, Fuxin Li, Wei Xu
Generative Particle Variational Inference via Estimation of Functional Gradients. CoRR (2021)
Chenxu Luo, Zhenheng Yang, Peng Wang, Yang Wang, Wei Xu, Ram Nevatia, Alan L. Yuille
Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic Understanding. IEEE Trans. Pattern Anal. Mach. Intell. 42 (10) (2020)
Neale Ratzlaff, Qinxun Bai, Fuxin Li, Wei Xu
Implicit Generative Modeling for Efficient Exploration. ICML (2020)
Yang Wang, Peng Wang, Zhenheng Yang, Chenxu Luo, Yi Yang, Wei Xu
UnOS: Unified Unsupervised Optical-Flow and Stereo-Depth Estimation by Watching Videos. CVPR (2019)
Neale Ratzlaff, Qinxun Bai, Fuxin Li, Wei Xu
Implicit Generative Modeling for Efficient Exploration. CoRR (2019)
Liang Zhao, Wei Xu
Learning Good Representation via Continuous Attention. CoRR (2019)
Chenxu Luo, Zhenheng Yang, Peng Wang, Yang Wang, Wei Xu, Ram Nevatia, Alan L. Yuille
Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic Understanding. CoRR (2018)
Peng Wang, Ruigang Yang, Binbin Cao, Wei Xu, Yuanqing Lin
DeLS-3D: Deep Localization and Segmentation With a 3D Semantic Map. CVPR (2018)
Zhenheng Yang, Peng Wang, Yang Wang, Wei Xu, Ram Nevatia
Every Pixel Counts: Unsupervised Geometry Learning with Holistic 3D Motion Understanding. CoRR (2018)
Haonan Yu, Xiaochen Lian, Haichao Zhang, Wei Xu
Guided Feature Transformation (GFT): A Neural Language Grounding Module for Embodied Agents. CoRL (2018)
Peng Wang, Ruigang Yang, Binbin Cao, Wei Xu, Yuanqing Lin
DeLS-3D: Deep Localization and Segmentation with a 3D Semantic Map. CoRR (2018)
Haonan Yu, Haichao Zhang, Wei Xu
Interactive Grounded Language Acquisition and Generalization in a 2D World. ICLR (Poster) (2018)
Xingyi Cheng, Ruiqing Zhang, Jie Zhou, Wei Xu
DeepTransport: Learning Spatial-Temporal Dependency for Traffic Condition Forecasting. IJCNN (2018)
Zhenheng Yang, Peng Wang, Wei Xu, Liang Zhao, Ramakant Nevatia
Unsupervised Learning of Geometry From Videos With Edge-Aware Depth-Normal Consistency. AAAI (2018)
Yang Wang, Zhenheng Yang, Peng Wang, Yi Yang, Chenxu Luo, Wei Xu
Joint Unsupervised Learning of Optical Flow and Depth by Watching Stereo Videos. CoRR (2018)
Haonan Yu, Xiaochen Lian, Haichao Zhang, Wei Xu
Guided Feature Transformation (GFT): A Neural Language Grounding Module for Embodied Agents. CoRR (2018)
Han Shen, Lichao Huang, Chang Huang, Wei Xu
Tracklet Association Tracker: An End-to-End Learning-based Association Approach for Multi-Object Tracking. CoRR (2018)
Haichao Zhang, Haonan Yu, Wei Xu
Interactive Language Acquisition with One-shot Visual Concept Learning through a Conversational Game. ACL (1) (2018)
Zhenheng Yang, Peng Wang, Yang Wang, Wei Xu, Ram Nevatia
LEGO: Learning Edge With Geometry All at Once by Watching Videos. CVPR (2018)
Yang Wang, Yi Yang, Zhenheng Yang, Liang Zhao, Peng Wang, Wei Xu
Occlusion Aware Unsupervised Learning of Optical Flow. CVPR (2018)
Zhenheng Yang, Peng Wang, Yang Wang, Wei Xu, Ram Nevatia
LEGO: Learning Edge with Geometry all at Once by Watching Videos. CoRR (2018)
Haonan Yu, Haichao Zhang, Wei Xu
Interactive Grounded Language Acquisition and Generalization in a 2D World. CoRR (2018)
Zhenheng Yang, Peng Wang, Yang Wang, Wei Xu, Ram Nevatia
Every Pixel Counts: Unsupervised Geometry Learning with Holistic 3D Motion Understanding. ECCV Workshops (5) (2018)
Haichao Zhang, Haonan Yu, Wei Xu
Interactive Language Acquisition with One-shot Visual Concept Learning through a Conversational Game. CoRR (2018)
Xuguang Wang, Xingyi Cheng, Jie Zhou, Wei Xu
State Tracking Networks for Dialog State Tracking. AAAI Workshops (2018)
Haonan Yu, Haichao Zhang, Wei Xu
A Deep Compositional Framework for Human-like Language Acquisition in Virtual Environment. CoRR (2017)
Xingyi Cheng, Ruiqing Zhang, Jie Zhou, Wei Xu
DeepTransport: Learning Spatial-Temporal Dependency for Traffic Condition Forecasting. CoRR (2017)
Zhichao Li, Yi Yang, Xiao Liu, Feng Zhou, Shilei Wen, Wei Xu
Dynamic Computational Time for Visual Attention. ICCV Workshops (2017)
Yang Wang, Yi Yang, Zhenheng Yang, Liang Zhao, Wei Xu
Occlusion Aware Unsupervised Learning of Optical Flow. CoRR (2017)
Zhichao Li, Yi Yang, Xiao Liu, Shilei Wen, Wei Xu
Dynamic Computational Time for Visual Attention. CoRR (2017)
Haichao Zhang, Haonan Yu, Wei Xu
Listen, Interact and Talk: Learning to Speak via Interaction. CoRR (2017)
Liang Zhao, Yang Wang, Yi Yang, Wei Xu
Unsupervised Learning Layers for Video Analysis. CoRR (2017)
Zhenheng Yang, Peng Wang, Wei Xu, Liang Zhao, Ramakant Nevatia
Unsupervised Learning of Geometry with Edge-aware Depth-Normal Consistency. CoRR (2017)
Liang-Chieh Chen, Yi Yang, Jiang Wang, Wei Xu, Alan L. Yuille
Attention to Scale: Scale-Aware Semantic Image Segmentation. CVPR (2016)
Haonan Yu, Jiang Wang, Zhiheng Huang, Yi Yang, Wei Xu
Video Paragraph Captioning Using Hierarchical Recurrent Neural Networks. CVPR (2016)
Jie Zhou, Ying Cao, Xuguang Wang, Peng Li, Wei Xu
Deep Recurrent Models with Fast-Forward Connections for Neural Machine Translation. Trans. Assoc. Comput. Linguistics 4 (2016)
Jiang Wang, Yi Yang, Junhua Mao, Zhiheng Huang, Chang Huang, Wei Xu
CNN-RNN: A Unified Framework for Multi-label Image Classification. CVPR (2016)
Zihang Dai, Lei Li, Wei Xu
CFO: Conditional Focused Neural Question Answering with Large-scale Knowledge Bases. ACL (1) (2016)
Jie Zhou, Ying Cao, Xuguang Wang, Peng Li, Wei Xu
Deep Recurrent Models with Fast-Forward Connections for Neural Machine Translation. CoRR (2016)
Jiang Wang, Yi Yang, Junhua Mao, Zhiheng Huang, Chang Huang, Wei Xu
CNN-RNN: A Unified Framework for Multi-label Image Classification. CoRR (2016)
Zihang Dai, Lei Li, Wei Xu
CFO: Conditional Focused Neural Question Answering with Large-scale Knowledge Bases. CoRR (2016)
Junhua Mao, Wei Xu, Yi Yang, Jiang Wang, Alan L. Yuille
Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN). ICLR (2015)
Jie Zhou, Wei Xu
End-to-end learning of semantic role labeling using recurrent neural networks. ACL (1) (2015)
Haoyuan Gao, Junhua Mao, Jie Zhou, Zhiheng Huang, Lei Wang, Wei Xu
Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question Answering. CoRR (2015)
Kan Chen, Jiang Wang, Liang-Chieh Chen, Haoyuan Gao, Wei Xu, Ram Nevatia
ABC-CNN: An Attention Based Convolutional Neural Network for Visual Question Answering. CoRR (2015)
Junhua Mao, Wei Xu, Yi Yang, Jiang Wang, Zhiheng Huang, Alan L. Yuille
Learning like a Child: Fast Novel Visual Concept Learning from Sentence Descriptions of Images. CoRR (2015)
Haoyuan Gao, Junhua Mao, Jie Zhou, Zhiheng Huang, Lei Wang, Wei Xu
Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question. NIPS (2015)
Chunshui Cao, Xianming Liu, Yi Yang, Yinan Yu, Jiang Wang, Zilei Wang, Yongzhen Huang, Liang Wang, Chang Huang, Wei Xu, Deva Ramanan, Thomas S. Huang
Look and Think Twice: Capturing Top-Down Visual Attention with Feedback Convolutional Neural Networks. ICCV (2015)
Haonan Yu, Jiang Wang, Zhiheng Huang, Yi Yang, Wei Xu
Video Paragraph Captioning using Hierarchical Recurrent Neural Networks. CoRR (2015)
Zhiheng Huang, Wei Xu, Kai Yu
Bidirectional LSTM-CRF Models for Sequence Tagging. CoRR (2015)
Liang-Chieh Chen, Yi Yang, Jiang Wang, Wei Xu, Alan L. Yuille
Attention to Scale: Scale-aware Semantic Image Segmentation. CoRR (2015)
Junhua Mao, Wei Xu, Yi Yang, Jiang Wang, Alan L. Yuille
Explain Images with Multimodal Recurrent Neural Networks. CoRR (2014)
Hui Han, Wei Xu, Hongyuan Zha, C. Lee Giles
A hierarchical naive Bayes mixture model for name disambiguation in author citations. SAC (2005)
Yi Zhang, Wei Xu, James P. Callan
Exploration and Exploitation in Adaptive Filtering Based on Bayesian Active Learning. ICML (2003)
Wei Xu, Alex Rudnicky
Language modeling for dialog system. INTERSPEECH (2000)
Wei Xu, Alex Rudnicky
Can artificial neural networks learn language models? INTERSPEECH (2000)