3rd Workshop on Adversarial Learning Methods for Machine Learning and Data Mining
- Pin-Yu Chen
- Cho-Jui Hsieh
- et al.
- 2021
- KDD 2021
Workshop
Publications
710 results for Generative AI
Domain adaptation for learning generator from paired few-shot data
- Chun-Chih Teng
- Pin-Yu Chen
- et al.
- 2021
- ICAS 2021
Conference paperSelf-Supervised Ground-Roll Noise Attenuation Using Self-Labeling and Paired Data Synthesis
- Dário Augusto Borges Oliveira
- Daniil G. Semin
- et al.
- 2021
- IEEE TGRS
PaperConditionally Independent Data Generation
- Kartik Ahuja
- Prasanna Sattigeri
- et al.
- 2021
- UAI 2021
Conference paperFold2Seq: A Joint Sequence(1D)-Fold(3D) Embedding-based Generative Model for Protein Design
- Yue Cao
- Payel Das
- et al.
- 2021
- ICML 2021
Conference paperA comparative study of stochastic and deep generative models for multisite precipitation synthesis
- Bianca Zadrozny
- Dario Augusto Borges Oliveira
- et al.
- 2021
- ICML 2021
Workshop posterSubsetGAN: Pattern detection in the activation space for Identifying Synthesised Content
- 2021
- ICML 2021
Workshop posterCASTELO: clustered atom subtypes aided lead optimization—a combined machine learning and molecular modeling method
- Leili Zhang
- Giacomo Domeniconi
- et al.
- 2021
- BMC Bioinformatics
PaperPractical Adversarial Robustness in Deep Learning: Problems and Solutions
- Pin-Yu Chen
- Sayak Paul
- 2021
- CVPR 2021
TutorialPaccMannRL: De novo generation of hit-like anticancer molecules from transcriptomic data via reinforcement learning
- Jannis Born
- Matteo Manica
- et al.
- 2021
- iScience
Paper