Shizhe Chen

1. History Aware Multimodal Transformer for Vision-and-Language Navigation
   2021/10/25 by Shizhe Chen, Chen, Shizhe, Pierre-Louis Guhur +4 · 31 citations
   Computer Science · #Multimodal Machine Learning Applications #Advanced Neural Network Applications #Generative Adversarial Networks and Image Synthesis
2. Language Conditioned Spatial Relation Reasoning for 3D Object Grounding
   2022/11/17 by Shizhe Chen, Pierre-Louis Guhur, Chen, Shizhe +7 · 22 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
3. Instruction-driven history-aware policies for robotic manipulations
   2022/09/11 by Pierre-Louis Guhur, Guhur, Pierre-Louis, Shizhe Chen +8 · 21 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotics (cs.RO)
4. Fine-grained Video-Text Retrieval with Hierarchical Graph Reasoning
   2020/03/01 by Shizhe Chen, Yida Zhao, Chen, Shizhe +5 · 13 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
5. PolarNet: 3D Point Clouds for Language-Guided Robotic Manipulation
   2023/09/27 by Shizhe Chen, Chen, Shizhe, Ricardo García +5 · 11 citations
   Computer Science · Engineering · #Multimodal Machine Learning Applications #Robot Manipulation and Learning #Human Pose and Action Recognition
6. SUGAR: Pre-training 3D Visual Representations for Robotics
   2024/04/01 by Shizhe Chen, Ricardo García, Chen, Shizhe +5 · 10 citations
   Computer Science · Engineering · #Augmented Reality Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotic Path Planning Algorithms #Robotics and Sensor-Based Localization
7. WenLan: Bridging Vision and Language by Large-Scale Multi-Modal Pre-Training
   2021/03/11 by Yuqi Huo, Huo, Yuqi, Manli Zhang +66 · 6 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications
8. The Multivariate Hawkes Process in High Dimensions: Beyond Mutual Excitation
   2017/07/16 by Shizhe Chen, Chen, Shizhe, Ali Shojaie +5 · 6 citations
   Mathematics · Biochemistry, Genetics and Molecular Biology · #Point processes and geometric inequalities #Diffusion and Search Dynamics #Prion Diseases and Protein Misfolding
9. ViViDex: Learning Vision-based Dexterous Manipulation from Human Videos
   2024/04/24 by Zerui Chen, Chen, Zerui, Shizhe Chen +7 · 7 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robotics (cs.RO)
10. Object Goal Navigation with Recursive Implicit Maps
    2023/08/10 by Shizhe Chen, Thomas Chabal, Chen, Shizhe +5 · 6 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Robotics (cs.RO)
11. Say As You Wish: Fine-grained Control of Image Caption Generation with Abstract Scene Graphs
    2020/03/01 by Shizhe Chen, Chen, Shizhe, Qin Jin +5 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
12. Network Reconstruction From High Dimensional Ordinary Differential Equations
    2016/10/11 by Shizhe Chen, Chen, Shizhe, Ali Shojaie +3 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Engineering · Physics and Astronomy · #Control Systems and Identification #FOS: Computer and information sciences #Gene Regulatory Network Analysis #Methodology (stat.ME) #Model Reduction and Neural Networks
13. Learning from Unlabeled 3D Environments for Vision-and-Language Navigation
    2022/08/24 by Shizhe Chen, Chen, Shizhe, Pierre-Louis Guhur +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
14. The End-of-End-to-End: A Video Understanding Pentathlon Challenge (2020)
    2020/08/03 by Samuel Albanie, Yang Liu, Albanie, Samuel +38 · 2 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition #Video Analysis and Summarization
15. Selection and Estimation for Mixed Graphical Models
    2013/11/01 by Shizhe Chen, Daniela Witten, Chen, Shizhe +3 · 2 citations
    Mathematics · Computer Science · #Statistical Methods and Inference #Bayesian Modeling and Causal Inference #Statistical Methods and Bayesian Inference
16. Towards Diverse Paragraph Captioning for Untrimmed Videos
    2021/05/30 by Yuqing Song, Shizhe Chen, Song, Yuqing +3 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
17. Product-oriented Machine Translation with Cross-modal Cross-lingual Pre-training
    2021/08/25 by Yuqing Song, Shizhe Chen, Song, Yuqing +9 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
18. From Words to Sentences: A Progressive Learning Approach for Zero-resource Machine Translation with Visual Pivots
    2019/06/03 by Shizhe Chen, Chen, Shizhe, Qin Jin +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
19. U-MARVEL: Unveiling Key Factors for Universal Multimodal Retrieval via Embedding Learning with MLLMs
    2025/07/20 by Xiaojie Li, Chu Li, Li, Xiaojie +5 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications