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2023
2022
- 2022-12-23-ShanghaiDianJiUniversity ·
- 2022-12-14-Seminar-NovoNordiskResearchCentreOxford ·
- Ask ChatGPT versus Ask Google Search--"What software tools are used and how are they used step by step in next generation sequencing (NGS)?" ·
- 2022-08-12-XW-SUSTECH ·
- 2022-05-17-XW-Loughborough ·
- Deep Learning for Synthetic Biology ·
2021
2020
- Robust DL/ML ·
- In deep metric learning, The improvements over time have been marginal? ·
- Robust Deep Learning via Derivative Manipulation and IMAE ·
- CVPR 2021-Progressive Self Label Correction (ProSelfLC) for Training Robust Deep Neural Networks ·
- Paper Summary on Distance Metric, Representation Learning ·
- Paper Summary on Label Manipulation, Output Regularisation (Optimisation tricks) ·
- Example Weighting, Importance Sampling? ·
- I Love Learning and Applying Mathematics, Statistics! ·
- Papers Related to My PhD Thesis-Example Weighting in Classification and Distance Metric Learning ·
- AAAI-2020 ·
- Learning Bayesian Deep Learning, Uncertainty & Variational Techniques ·
- Code Releasing of Recent Work--Derivative Manipulation and IMAE ·
- Usefull Common Resources/Tricks ·
- arXiv-2020 ·
- Paper notes on Anomalies&Regularisation ·
- Notes on Core ML Techniques ·
- ICLR-2020 ·
2019
- ICLR-2019 ·
- NeurIPS-2019 ·
- IJCAI-2019 ·
- ICML-2019 ·
- ICCV-2019 ·
- CVPR-2019 ·
- Foundations of Deep Learning, Machine Learning ·
- Person Re-identification ·
- Robust Learning under Arbitrary Semantic Anomalies ·
- Paper Summary on Noise, Anomalies, Adversaries, Robust Learning, Generalization ·
- An Extremely Simple and Principled Solution for Robust Learning under Arbitrary Anomalies ·