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The Power of Scale for Parameter-Efficient Prompt Tuning
Summary of the original prompt tuning paper.- Published on
Trompt: Towards a Better Deep Neural Network for Tabular Data
Summary of the paper "Trompt: Towards a Better Deep Neural Network for Tabular Data"- Published on
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In-Context Data Distillation with TabPFN
- data-distillation (1)
- deep-learning (11)
- machine-learning (7)
- meta-learning (4)
- paper-summary (15)
- tabular-data (14)
Summary of the paper "In-Context Data Distillation with TabPFN"- Published on
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Cross-Table Pretraining towards a Universal Function Space for Heterogeneous Tabular Data
- deep-learning (11)
- machine-learning (7)
- meta-learning (4)
- model-architecture (4)
- paper-summary (15)
- tabular-data (14)
Summary of the paper "Cross-Table Pretraining towards a Universal Function Space for Heterogeneous Tabular Data"- Published on
Making Pre-trained Language Models Great on Tabular Prediction
- deep-learning (11)
- language-model (6)
- machine-learning (7)
- paper-summary (15)
- pretrained-model (3)
- tabular-data (14)
- transfer-learning (3)
Summary of the paper "Making Pre-trained Language Models Great on Tabular Prediction"- Published on
TableGPT2: A Large Multimodal Model with Tabular Data Integration
Summary of the paper "TableGPT2: A Large Multimodal Model with Tabular Data Integration"- Published on
Retrieval & Fine-Tuning for In-Context Tabular Models
Summary of the paper "Retrieval & Fine-Tuning for In-Context Tabular Models"- Published on
Large Scale Transfer Learning for Tabular Data via Language Modeling
- deep-learning (11)
- language-model (6)
- machine-learning (7)
- paper-summary (15)
- table-to-text (3)
- tabular-data (14)
- transformers (3)
Summary of the paper "Large Scale Transfer Learning for Tabular Data via Language Modeling"- Published on
TransTab: Learning Transferable Tabular Transformers Across Tables
Summary of the paper "TransTab: Learning Transferable Tabular Transformers Across Tables"- Published on
XTab: Cross-table Pretraining for Tabular Transformers
Summary of the paper "XTab: Cross-table Pretraining for Tabular Transformers"