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Geng, Shijie

  1. CLIP-Adapter: Better Vision-Language Models with Feature Adapters
    2021/10/09 by Peng Gao, Shijie Geng, Gao, Peng +13 · 163 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 · 97 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. LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model
    2023/04/28 by Peng Gao, Jiaming Han, Gao, Peng +21 · 59 citations
    Computer Science · #Artificial Intelligence (cs.AI) #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) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Topic Modeling
  4. Frozen CLIP Models are Efficient Video Learners
    2022/08/06 by Ziyi Lin, Shijie Geng, Lin, Ziyi +15 · 14 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  5. Lumina-T2X: Transforming Text into Any Modality, Resolution, and Duration via Flow-based Large Diffusion Transformers
    2024/05/09 by Gao, Peng, Zhuo, Le, Liu, Dongyang +17 · 21 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. Fairness-Aware Explainable Recommendation over Knowledge Graphs
    2020/06/03 by Fu, Zuohui, Xian, Yikun, Gao, Ruoyuan +8 · 7 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Social and Information Networks (cs.SI)
  7. 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 · 12 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
  8. A Simple Long-Tailed Recognition Baseline via Vision-Language Model
    2021/11/29 by Teli Ma, Ma, Teli, Shijie Geng +13 · 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 #Multimodal Machine Learning Applications
  9. 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
  10. VIP5: Towards Multimodal Foundation Models for Recommendation
    2023/05/23 by Shijie Geng, Geng, Shijie, Juntao Tan +7 · 7 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  11. FullStack Bench: Evaluating LLMs as Full Stack Coders
    2024/11/30 by Bytedance-Seed-Foundation-Code-Team, :, Cheng, Yao +63 · 12 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Library Science and Information Systems #Software Engineering (cs.SE)
  12. Revisiting Multimodal Representation in Contrastive Learning: From Patch and Token Embeddings to Finite Discrete Tokens
    2023/03/27 by Yuxiao Chen, Chen, Yuxiao, Jianbo Yuan +13 · 5 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
  13. HiCLIP: Contrastive Language-Image Pretraining with Hierarchy-aware Attention
    2023/03/06 by Shijie Geng, Jianbo Yuan, Geng, Shijie +7 · 5 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
  14. InfiBench: Evaluating the Question-Answering Capabilities of Code Large Language Models
    2024/03/11 by Linyi Li, Shijie Geng, Li, Linyi +17 · 6 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
  15. Dataset for Open Vocabulary Entity Grounding (DOVE-G)
    2023/01/01 by Haonan Chang, Kowndinya Boyalakuntla, Chang, Haonan +19 · 4 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Robotic Path Planning Algorithms
  16. COMPOSER: Compositional Reasoning of Group Activity in Videos with Keypoint-Only Modality
    2021/12/11 by Zhou, Honglu, Kadav, Asim, Shamsian, Aviv +6 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  17. RomeBERT: Robust Training of Multi-Exit BERT
    2021/01/24 by Shijie Geng, Geng, Shijie, Peng Gao +4 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  18. Counterfactual Evaluation for Explainable AI
    2021/09/05 by Yingqiang Ge, Shuchang Liu, Ge, Yingqiang +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
  19. Multi-Layer Content Interaction Through Quaternion Product For Visual Question Answering
    2020/01/03 by Lei Shi, Shi, Lei, Shijie Geng +11 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Human Pose and Action Recognition