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348 Results
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Poster
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Thu 16:30 |
Better by default: Strong pre-tuned MLPs and boosted trees on tabular data David Holzmüller · Leo Grinsztajn · Ingo Steinwart |
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Poster
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Wed 16:30 |
Predictor-Corrector Enhanced Transformers with Exponential Moving Average Coefficient Learning Bei Li · Tong Zheng · Rui Wang · Jiahao Liu · 清妍 郭 · Junliang Guo · Xu Tan · Tong Xiao · JingBo Zhu · Jingang Wang · Xunliang Cai |
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Workshop
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Sat 9:30 |
PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning Weihua Hu · Yiwen Yuan · Zecheng Zhang · Akihiro Nitta · Kaidi Cao · Vid Kocijan · Jinu Sunil · Jure Leskovec · Matthias Fey |
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Poster
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Wed 16:30 |
Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning Chong Ma · Hanqi Jiang · Wenting Chen · Yiwei Li · Zihao Wu · Xiaowei Yu · Zhengliang Liu · Lei Guo · Dajiang Zhu · Tuo Zhang · Dinggang Shen · Tianming Liu · Xiang Li |
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Workshop
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The Tabular Foundation Model TabPFN Outperforms Specialized Time Series Forecasting Models Based on Simple Features Shi Bin Hoo · Samuel Müller · David Salinas · Frank Hutter |
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Poster
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Wed 11:00 |
Offline Multitask Representation Learning for Reinforcement Learning Haque Ishfaq · Thanh Nguyen-Tang · Songtao Feng · Raman Arora · Mengdi Wang · Ming Yin · Doina Precup |
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Workshop
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Sun 12:10 |
ViTally Consistent: Scaling Biological Representation Learning for Cell Microscopy Kian Kenyon-Dean · Jerry Wang · John Urbanik · Konstantin Donhauser · Jason Hartford · Saber Saberian · Nil Sahin · Ihab Bendidi · Safiye Celik · Marta Fay · Juan Rodriguez · Imran Haque · Oren Kraus |
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Workshop
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ViTally Consistent: Scaling Biological Representation Learning for Cell Microscopy Kian Kenyon-Dean · Jerry Wang · John Urbanik · Konstantin Donhauser · Jason Hartford · Saber Saberian · Nil Sahin · Ihab Bendidi · Safiye Celik · Marta Fay · Juan Rodriguez · Imran Haque · Oren Kraus |
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Poster
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Thu 11:00 |
Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge Fang Dong · Mengyi Chen · Jixian Zhou · Yubin Shi · Yixuan Chen · Mingzhi Dong · Yujiang Wang · Dongsheng Li · Xiaochen Yang · Rui Zhu · Robert Dick · Qin Lv · Fan Yang · Tun Lu · Ning Gu · Li Shang |
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Workshop
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PORTAL: Scalable Tabular Foundation Models via Content-Specific Tokenization Marco Spinaci · Marek Polewczyk · Johannes Hoffart · Markus Kohler · Sam Thelin · Tassilo Klein |
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Workshop
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Bio-xLSTM: Generative modeling, representation and in-context learning of biological and chemical sequences Niklas Schmidinger · Lisa Schneckenreiter · Philipp Seidl · Johannes Schimunek · Sohvi Luukkonen · Pieter-Jan Hoedt · Johannes Brandstetter · Andreas Mayr · Sepp Hochreiter · Günter Klambauer |
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Workshop
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From One to Zero: RAG-IM Adapts Language Models for Interpretable Zero-Shot Predictions on Clinical Tabular Data Sazan Mahbub · Caleb Ellington · Sina Alinejad · Kevin Wen · Yingtao Luo · Ben Lengerich · Eric Xing |