パンハウスゼミの資料置き場(石田発表分)
| Date & Title | Abstract |
|---|---|
| 20210627_gnn-xai | サブグラフを用いたGNNのXAI(ICML2021) (Yuan+, 2021) |
| 20201206_ml-deploying | MLモデルの実運用の際のプラクティス (Paleyes+, 2020) |
| 20201018_xai-survey | XAI(Explainable Artificial Intelligence)サーベイ (Das+, 2020) |
| 20200906_工事中 | Grounded Language Learning Fast and Slow (Hill+, 2020) |
| 20200719_工事中 | The Neural Process Family |
| 20200531_工事中 | ELECTRA (Clark+, 2020) |
| 20200413_工事中 | 分散表現, Attention, Self Attention, Transformer |
| 20200407_工事中 | 単語の分散表現(One-hot encode, word2vec, ELMo, BERT) |
| 20200203_工事中 | NAS with Reinforcement Learning(Zoph and Le, 2017) |
| 20191111_工事中 | NAS研究のベストプラクティス |
| 20191111_工事中 | NASの歴史と現在の動向(Elsken+, 2019) |
| 20191111_工事中 | NAS-Bench-101(Ying+, 2019) |
| 20190923_工事中 | ASNG-NAS(Akimoto+, 2019) |
| Date & Title | Abstract |
|---|---|
| 2021mmdd_forcasting-survey | 時系列予測サーベイ |
| 2021mmdd_bvo-for-combinational-spaces | ベイズ最適化+組み合わせ最適化 |
| 2021mmdd_efficient-transformer-survey | 軽量Transformerサーベイ |
| 2021mmdd_visual-transformer-survey | ViTサーベイ |
| 2021mmdd_vision-few-shot-meta-learning-survey | computer visionのfew-shot meta-learningサーベイ(Learning from Few Samples: A Survey (Bendre+, 2020)) |
| 2021mmdd_meta-learning-survey | Meta-Learning in Neural Networks: A Survey (Hospedales+, 2020) |