Shijie Geng

1. CLIP-Adapter: Better Vision-Language Models with Feature Adapters
   2021/10/09 by Peng Gao, Shijie Geng, Gao, Peng +13 · 124 citations
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
2. Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5)
   2022/03/24 by Shijie Geng, Shuchang Liu, Geng, Shijie +7 · 84 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Recommender Systems and Techniques #Topic Modeling
3. CLIP-Adapter: Better Vision-Language Models with Feature Adapters
   2023/09/15 by Peng Gao, Shijie Geng, Renrui Zhang +5 · 102 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
4. Frozen CLIP Models are Efficient Video Learners
   2022/08/06 by Ziyi Lin, Shijie Geng, Lin, Ziyi +15 · 10 citations
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
5. SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models
   2024/02/08 by Liu, Dongyang, Renrui Zhang, Zhang, Renrui +34 · 11 citations
   Computer Science · #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) #Natural Language Processing Techniques #Topic Modeling
6. Hierarchically Self-Supervised Transformer for Human Skeleton Representation Learning
   2022/07/20 by Yuxiao Chen, Chen, Yuxiao, L. Zhao +13 · 6 citations
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition #Multimodal Machine Learning Applications
7. VIP5: Towards Multimodal Foundation Models for Recommendation
   2023/05/23 by Shijie Geng, Juntao Tan, Geng, Shijie +7 · 7 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
8. A Simple Long-Tailed Recognition Baseline via Vision-Language Model
   2021/11/29 by Teli Ma, Shijie Geng, Ma, Teli +13 · 4 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 #Multimodal Machine Learning Applications
9. Revisiting Multimodal Representation in Contrastive Learning: From Patch and Token Embeddings to Finite Discrete Tokens
   2023/03/27 by Yuxiao Chen, Jianbo Yuan, Chen, Yuxiao +13 · 4 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 #Multimodal Machine Learning Applications
10. HiCLIP: Contrastive Language-Image Pretraining with Hierarchy-aware Attention
    2023/03/06 by Shijie Geng, Geng, Shijie, Jianbo Yuan +7 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
11. <b>D</b>ataset for <b>O</b>pen <b>V</b>ocabulary <b>E</b>ntity <b>G</b>rounding (DOVE-G)
    2023/01/01 by Haonan Chang, Kowndinya Boyalakuntla, Chang, Haonan +19 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Robotic Path Planning Algorithms
12. RomeBERT: Robust Training of Multi-Exit BERT
    2021/01/24 by Shijie Geng, Geng, Shijie, Peng Gao +4 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
13. Counterfactual Evaluation for Explainable AI
    2021/09/05 by Yingqiang Ge, Ge, Yingqiang, Shuchang Liu +15 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Healthcare
14. Multi-Layer Content Interaction Through Quaternion Product For Visual Question Answering
    2020/01/03 by Lei Shi, Shijie Geng, Shi, Lei +11 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Human Pose and Action Recognition