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214 Results
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Poster
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Tue 15:15 |
HyTrel: Hypergraph-enhanced Tabular Data Representation Learning Pei Chen · Soumajyoti Sarkar · Leonard Lausen · Balasubramaniam Srinivasan · Sheng Zha · Ruihong Huang · George Karypis |
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Workshop
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Towards Global, General-Purpose Pretrained Geographic Location Encoders Konstantin Klemmer · Esther Rolf · Caleb Robinson · Lester Mackey · Marc Rußwurm |
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Poster
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Wed 15:00 |
UP-DP: Unsupervised Prompt Learning for Data Pre-Selection with Vision-Language Models Xin Li · Sima Behpour · Thang Long Doan · Wenbin He · Liang Gou · Liu Ren |
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Workshop
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What Improves the Generalization of Graph Transformer? A Theoretical Dive into Self-attention and Positional Encoding Hongkang Li · Meng Wang · Tengfei Ma · Sijia Liu · ZAIXI ZHANG · Pin-Yu Chen |
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Poster
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Thu 15:00 |
Object-Centric Learning for Real-World Videos by Predicting Temporal Feature Similarities Andrii Zadaianchuk · Maximilian Seitzer · Georg Martius |
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Workshop
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Bridging State and History Representations: Understanding Self-Predictive RL Tianwei Ni · Benjamin Eysenbach · Erfan Seyedsalehi · Michel Ma · Clement Gehring · Aditya Mahajan · Pierre-Luc Bacon |
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Workshop
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Self-supervised Low-rank plus Sparse Network for Radial MRI Reconstruction Andrei Mancu · Wenqi Huang · Gastao da Cruz · Daniel Rueckert · Kerstin Hammernik |
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Workshop
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MolSiam: Simple Siamese Self-supervised Representation Learning for Small Molecules Joshua Yao-Yu Lin · Michael Maser · Nathan Frey · Gabriele Scalia · Omar Mahmood · Pedro O. Pinheiro · Ji Won Park · Stephen Ra · Andrew Watkins · Kyunghyun Cho |
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Poster
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Wed 15:00 |
Factorized Contrastive Learning: Going Beyond Multi-view Redundancy Paul Pu Liang · Zihao Deng · Martin Q. Ma · James Zou · Louis-Philippe Morency · Ruslan Salakhutdinov |
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Poster
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Thu 15:00 |
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching Duy M. H. Nguyen · Hoang Nguyen · Nghiem Diep · Tan Ngoc Pham · Tri Cao · Binh Nguyen · Paul Swoboda · Paul Swoboda · Nhat Ho · Shadi Albarqouni · Pengtao Xie · Pengtao Xie · Daniel Sonntag · Mathias Niepert |