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Oral
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Thu 13:20
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When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment
Tianwei Ni · Michel Ma · Benjamin Eysenbach · Pierre-Luc Bacon
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Workshop
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MTENCODER: A Multi-task Pretrained Transformer Encoder for Materials Representation Learning
Thorben Prein · Elton Pan · Tom Doerr · Elsa Olivetti · Jennifer Rupp
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Workshop
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Out of Domain Stress Prediction on a Dataset of Simulated 3D Polycrystalline Microstructures
Thomas Lu · Aarti Singh
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Workshop
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Fri 13:50
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Capturing Formulation Design of Battery Electrolytes with Chemical Large Language Model
Eduardo Soares · Vidushi Sharma · Emilio Vital Brazil · Renato Cerqueira · Young-Hye Na
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Workshop
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Learning the Language of NMR: Structure Elucidation from NMR spectra using Transformer Models
Marvin Alberts · Federico Zipoli · Alain C. Vaucher
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Workshop
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Searching for High-Value Molecules Using Reinforcement Learning and Transformers
Raj Ghugare · Santiago Miret · Adriana Hugessen · Mariano Phielipp · Glen Berseth
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Workshop
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Extremely Noisy 4D-TEM Strain Mapping Using Cycle Consistent Spatial Transforming Autoencoders
Shuyu Qin · Joshua Agar · Nhan Tran
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Workshop
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Fri 14:20
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Graph-to-String Variational Autoencoder for Synthetic Polymer Design
Gabriel Vogel · Paolo Sortino · Jana M. Weber
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Workshop
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Fri 8:40
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ExPT: Synthetic Pretraining for Few-Shot Experimental Design
Tung Nguyen · Sudhanshu Agrawal · Aditya Grover
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