Ricardo Henao

1. Variational Autoencoder for Deep Learning of Images, Labels and Captions
   2016/09/28 by Yunchen Pu, Zhe Gan, Pu, Yunchen +11 · 43 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
2. Joint Embedding of Words and Labels for Text Classification
   2018/05/10 by Guoyin Wang, Wang, Guoyin, Chunyuan Li +13 · 7 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
3. Deep Temporal Sigmoid Belief Networks for Sequence Modeling
   2015/09/23 by Zhe Gan, Chunyuan Li, Gan, Zhe +7 · 7 citations
   Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Time Series Analysis and Forecasting
4. Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms
   2018/05/24 by Dinghan Shen, Shen, Dinghan, Guoyin Wang +15 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
5. Counterfactual Representation Learning with Balancing Weights
   2020/10/23 by Serge Assaad, Assaad, Serge, Shuxi Zeng +13 · 5 citations
   Computer Science · Mathematics · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference
6. Mitigating Test-Time Bias for Fair Image Retrieval
   2023/05/23 by Fanjie Kong, Shuai Yuan, Kong, Fanjie +5 · 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 #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
7. JointGAN: Multi-Domain Joint Distribution Learning with Generative Adversarial Nets
   2018/06/08 by Yunchen Pu, Pu, Yunchen, Shuyang Dai +13 · 5 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. InfoPrompt: Information-Theoretic Soft Prompt Tuning for Natural Language Understanding
   2023/06/08 by Junda Wu, Wu, Junda, Tong Yu +15 · 4 citations
   Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Topic Modeling
9. Deconvolutional Latent-Variable Model for Text Sequence Matching
   2017/09/21 by Dinghan Shen, Yizhe Zhang, Shen, Dinghan +7 · 6 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
10. ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching
    2017/09/05 by Chunyuan Li, Li, Chunyuan, Hao Liu +11 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Speech Recognition and Synthesis
11. Translating ethical and quality principles for the effective, safe and fair development, deployment and use of artificial intelligence technologies in healthcare
    2023/11/29 by Nicoleta J Economou-Zavlanos, Nicoleta Economou-Zavlanos, Sophia Bessias +33 · 3 citations
    Health Professions · Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Electronic Health Records Systems #Ethics and Social Impacts of AI
12. Adversarial Symmetric Variational Autoencoder
    2017/11/14 by Yunchen Pu, Pu, Yunchen, Weiyao Wang +11 · 3 citations
    Computer Science · #Advanced Image Processing Techniques #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
13. Deconvolutional Paragraph Representation Learning
    2017/08/16 by Yizhe Zhang, Zhang, Yizhe, Dinghan Shen +9 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
14. Toward Fairness in Text Generation via Mutual Information Minimization based on Importance Sampling
    2023/02/25 by Rui Wang, Pengyu Cheng, Wang, Rui +3 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
15. Students Need More Attention: BERT-based AttentionModel for Small Data with Application to AutomaticPatient Message Triage
    2020/06/22 by Shijing Si, Rui Wang, Si, Shijing +13 · 1 citation
    Computer Science · #Topic Modeling #Machine Learning in Healthcare #Text Readability and Simplification
16. Supercharging Imbalanced Data Learning With Energy-based Contrastive Representation Transfer
    2020/11/25 by Junya Chen, Xiu, Zidi, Zidi Xiu +9 · 1 citation
    Computer Science · Engineering · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Text and Document Classification Technologies #Vehicle License Plate Recognition
17. Flexible Triggering Kernels for Hawkes Process Modeling
    2022/02/03 by Yamac Alican Isik, Connor Davis, Isik, Yamac Alican +5 · 1 citation
    Computer Science · Mathematics · #FOS: Computer and information sciences #Geochemistry and Geologic Mapping #Machine Learning (cs.LG) #Methodology (stat.ME) #Point processes and geometric inequalities
18. Learning Generic Sentence Representations Using Convolutional Neural Networks
    2016/11/23 by Zhe Gan, Gan, Zhe, Yunchen Pu +9 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
19. Weakly supervised cross-domain alignment with optimal transport
    2020/08/14 by Siyang Yuan, Ke Bai, Yuan, Siyang +15 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques