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66 Results
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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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Poster
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Wed 16:30 |
A Practitioner's Guide to Real-World Continual Multimodal Pretraining Vishaal Udandarao · Karsten Roth · Sebastian Dziadzio · Ameya Prabhu · Mehdi Cherti · Oriol Vinyals · Olivier Henaff · Samuel Albanie · Zeynep Akata · Matthias Bethge |
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Poster
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Wed 16:30 |
BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays Yang Zhou · Tan Faith · Yanyu Xu · Sicong Leng · Xinxing Xu · Yong Liu · Rick Siow Mong Goh |
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Poster
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Fri 11:00 |
Accelerating Augmentation Invariance Pretraining Jinhong Lin · Cheng-En Wu · Yibing Wei · Pedro Morgado |
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Poster
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Wed 16:30 |
FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model Xiaobao Wu · Thong Nguyen · Delvin Zhang · William Yang Wang · Anh Tuan Luu |
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Poster
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Wed 16:30 |
Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation Kun Yuan · vinkle srivastav · Nassir Navab · Nicolas Padoy |
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Poster
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Thu 11:00 |
Not All Tokens Are What You Need for Pretraining Zhenghao Lin · Zhibin Gou · Yeyun Gong · Xiao Liu · yelong shen · Ruochen Xu · Chen Lin · Yujiu Yang · Jian Jiao · Nan Duan · Weizhu Chen |
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Poster
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Thu 16:30 |
VLM4Bio: A Benchmark Dataset to Evaluate Pretrained Vision-Language Models for Trait Discovery from Biological Images M. Maruf · Arka Daw · Kazi Sajeed Mehrab · Harish Babu Manogaran · Abhilash Neog · Medha Sawhney · Mridul Khurana · James Balhoff · Yasin Bakis · Bahadir Altintas · Matthew Thompson · Elizabeth Campolongo · Josef Uyeda · Hilmar Lapp · Henry Bart · Paula Mabee · Yu Su · Wei-Lun (Harry) Chao · Charles Stewart · Tanya Berger-Wolf · Wasila Dahdul · Anuj Karpatne |
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Poster
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Fri 16:30 |
MathPile: A Billion-Token-Scale Pretraining Corpus for Math Zengzhi Wang · Xuefeng Li · Rui Xia · Pengfei Liu |
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Poster
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Wed 16:30 |
Towards Open Respiratory Acoustic Foundation Models: Pretraining and Benchmarking Yuwei Zhang · Tong Xia · Jing Han · Yu Wu · Georgios Rizos · Yang Liu · Mohammed Mosuily · J Ch · Cecilia Mascolo |
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Poster
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Wed 11:00 |
Multiple Physics Pretraining for Spatiotemporal Surrogate Models Michael McCabe · Bruno Régaldo-Saint Blancard · Liam Parker · Ruben Ohana · Miles Cranmer · Alberto Bietti · Michael Eickenberg · Siavash Golkar · Geraud Krawezik · Francois Lanusse · Mariel Pettee · Tiberiu Tesileanu · Kyunghyun Cho · Shirley Ho |
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Poster
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Wed 11:00 |
Pretraining Codomain Attention Neural Operators for Solving Multiphysics PDEs Md Ashiqur Rahman · Robert Joseph George · Mogab Elleithy · Daniel Leibovici · Zongyi Li · Boris Bonev · Colin White · Julius Berner · Raymond A. Yeh · Jean Kossaifi · Kamyar Azizzadenesheli · Animashree Anandkumar |