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32 Results
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Workshop
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Symbolic Autoencoding for Self-Supervised Sequence Learning Mohammad Hossein Amani · Nicolas Baldwin · Amin Mansouri · Martin Josifoski · Maxime Peyrard · Robert West |
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Poster
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Unified Generation, Reconstruction, and Representation: Generalized Diffusion with Adaptive Latent Encoding-Decoding Guangyi Liu · Yu Wang · Zeyu Feng · Qiyu Wu · Liping Tang · Yuan Gao · Zhen Li · Shuguang Cui · Julian McAuley · Zichao Yang · Eric Xing · Zhiting Hu |
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Poster
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Tue 4:30 |
Mol-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective Junwei Yang · Kangjie Zheng · Siyu Long · Zaiqing Nie · Ming Zhang · Xinyu Dai · Wei-Ying Ma · Hao Zhou |
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Poster
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Thu 2:30 |
Neuro-Visualizer: A Novel Auto-Encoder-Based Loss Landscape Visualization Method With an Application in Knowledge-Guided Machine Learning Mohannad Elhamod · Anuj Karpatne |
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Poster
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Wed 2:30 |
Auto-Encoding Morph-Tokens for Multimodal LLM Kaihang Pan · Siliang Tang · Juncheng Li · Zhaoyu Fan · Wei Chow · Shuicheng YAN · Tat-Seng Chua · Yueting Zhuang · Hanwang Zhang |
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Workshop
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Rule-Enhanced Graph Learning Ali · Abdolreza Mirzaei · Majjid Farhadi · Parmis Naddaf · Kiarash Zahirnia · Mohammad Salameh · Kevin Cannons · Richard Mar · Mingyi Wu · Oliver Schulte |
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Poster
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Wed 4:30 |
Surface-VQMAE: Vector-quantized Masked Auto-encoders on Molecular Surfaces Fang Wu · Stan Z Li |
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Poster
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Thu 4:30 |
Harnessing the Power of Neural Operators with Automatically Encoded Conservation Laws Ning Liu · Yiming Fan · Xianyi Zeng · Milan Klöwer · LU ZHANG · Yue Yu |
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Poster
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Tue 4:30 |
Unsupervised Zero-Shot Reinforcement Learning via Functional Reward Encodings Kevin Frans · Seohong Park · Pieter Abbeel · Sergey Levine |
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Poster
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Wed 4:30 |
Learning High-Frequency Functions Made Easy with Sinusoidal Positional Encoding Chuanhao Sun · Zhihang Yuan · Kai Xu · Luo Mai · Siddharth N · Shuo Chen · Mahesh Marina |
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Poster
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Wed 4:30 |
What Improves the Generalization of Graph Transformers? A Theoretical Dive into the 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 4:30 |
Zero-Shot Reinforcement Learning via Function Encoders Tyler Ingebrand · Amy Zhang · Ufuk Topcu |