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data-centric-AI
A curated, but incomplete, list of data-centric AI resources.ltsm
Understanding Different Design Choices in Training Large Time Series ModelsSimTSC
[SDM 2022] Towards Similarity-Aware Time-Series Classificationrapid
[ICLR 2021] Rank the Episodes: A Simple Approach for Exploration in Procedurally-Generated Environments.dreamshard
[NeurIPS 2022] DreamShard: Generalizable Embedding Table Placement for Recommender Systemsautoshard
[KDD 2022] AutoShard: Automated Embedding Table Sharding for Recommender Systemsneuroshard
[MLSys 2023] Pre-train and Search: Efficient Embedding Table Sharding with Pre-trained Neural Cost Modelsautosmote
[CIKM 2022] Towards Automated Over-Sampling for Imbalanced ClassificationSSRL
Self-Supervised Reinforcement Learninguseful
cube
A moving cube based on OpenGL (it can rotate, move and zoom)douzero-colab
2048
2048 game on FPGA development boardminimum-baselines
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