firstbacksecondback
227 Results
|
Workshop
|
AGATa: Attention-Guided Augmentation for Tabular Data in Contrastive Learning Moonjung Eo · Kyungeun Lee · Min-Kook Suh · Hyeseung Cho · Ye Seul Sim · Woohyung Lim |
||
|
Workshop
|
Scalable physics-guided data-driven component model reduction for steady Navier-Stokes flow Seung Whan Chung · Youngsoo Choi · Pratanu Roy · Thomas Roy · Tiras Y. Lin · Du Nguyen · Christopher Hahn · Eric Duoss · Sarah Baker |
||
|
Poster
|
Thu 16:30 |
Rethinking Memory and Communication Costs for Efficient Data Parallel Training of Large Language Models Hanxiao Zhang · Lin JU · Chan Wu · Jinjing Huang · Youshao Xiao · Zhenglei Zhou · Zhiming fan · Zhaoxin Huan · Siyuan Li · Fanzhuang Meng · Lei Liang · Xiaolu Zhang · Jun Zhou |
|
|
Workshop
|
AdapTable: Test-Time Adaptation for Tabular Data via Shift-Aware Uncertainty Calibrator and Label Distribution Handler Changhun Kim · Taewon Kim · Seungyeon Woo · June Yong Yang · Eunho Yang |
||
|
Poster
|
Wed 11:00 |
Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data Kai Helli · David Schnurr · Noah Hollmann · Samuel Müller · Frank Hutter |
|
|
Poster
|
Thu 16:30 |
Slight Corruption in Pre-training Data Makes Better Diffusion Models Hao Chen · Yujin Han · Diganta Misra · Xiang Li · Kai Hu · Difan Zou · Masashi Sugiyama · Jindong Wang · Bhiksha Raj |
|
|
Poster
|
Wed 16:30 |
Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias Shan Chen · Jack Gallifant · Mingye Gao · Pedro Moreira · Nikolaj Munch · Ajay Muthukkumar · Arvind Rajan · Jaya Kolluri · Amelia Fiske · Janna Hastings · Hugo Aerts · Brian Anthony · Leo Anthony Celi · William La Cava · Danielle Bitterman |
|
|
Workshop
|
Fine-tuning Foundation Models for Molecular Dynamics: A Data-Efficient Approach with Random Features Pietro Novelli · Luigi Bonati · Pedro J. Buigues · Giacomo Meanti · Lorenzo Rosasco · Michele Parrinello · Massimiliano Pontil |
||
|
Poster
|
Wed 11:00 |
DAPE: Data-Adaptive Positional Encoding for Length Extrapolation Chuanyang Zheng · Yihang Gao · Han Shi · Minbin Huang · Jingyao Li · Jing Xiong · Xiaozhe Ren · Michael Ng · Xin Jiang · Zhenguo Li · Yu Li |
|
|
Workshop
|
Sat 11:05 |
TabSketchFM: Sketch-based Tabular Representation Learning for Data Discovery over Data Lakes Aamod Khatiwada · Harsha Kokel · Ibrahim Abdelaziz · Subhajit Chaudhury · Julian T Dolby · Oktie Hassanzadeh · Zhenhan Huang · Tejaswini Pedapati · Horst Samulowitz · Kavitha Srinivas |
|
|
Workshop
|
Optimizing the IFMIF-DONES Particle Accelerator with Differentiable Deep Learning Surrogate Models Galo Gallardo · Guillermo Rodriguez Llorente · Lucas Magariños · Rodrigo Morant Navascués · Nikita Kkhvatkin Petrovsky · Roberto Gómez-Espinosa Martín |