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Workshop
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Super-resolving Dark Matter Halos using Generative Deep Learning
David Schaurecker
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Workshop
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Generating Reflexive Polytopes via Sequence Modeling
Bernt Ivar Utstøl Nødland
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Workshop
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Protein Structure and Sequence Generation with Equivariant Denoising Diffusion Probabilistic Models
Namrata Anand · Tudor Achim
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Poster
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Tue 9:00
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CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning
Hung Le · Yue Wang · Akhilesh Deepak Gotmare · Silvio Savarese · Steven Chu Hong Hoi
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Poster
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Thu 14:00
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ShapeCrafter: A Recursive Text-Conditioned 3D Shape Generation Model
Rao Fu · Xiao Zhan · YIWEN CHEN · Daniel Ritchie · Srinath Sridhar
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Workshop
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Can denoising diffusion probabilistic models generate realistic astrophysical fields?
Nayantara Mudur · Douglas P. Finkbeiner
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Affinity Workshop
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Unsupervised convolutional neural networks-based 3D reconstruction from 2D medical images guided by generative models
Jean-Rassaire Fouefack
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Affinity Workshop
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De novo PROTAC design using graph-based deep generative models
Divya Nori · Connor Coley · Rocío Mercado
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Poster
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Thu 9:00
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Training and Inference on Any-Order Autoregressive Models the Right Way
Andy Shih · Dorsa Sadigh · Stefano Ermon
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Poster
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Tue 14:00
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A Deep Reinforcement Learning Framework for Column Generation
Cheng Chi · Amine Aboussalah · Elias Khalil · Juyoung Wang · Zoha Sherkat-Masoumi
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Affinity Workshop
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Global-based Deep Q-Network for Molecule Generation
Asmaa Rassil · Hiba Chougrad · Hamid Zouaki
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Workshop
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Fri 3:50
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Desiderata for next generation of ML model serving
Sherif Akoush · Andrei Paleyes · Arnaud Van Looveren · Clive Cox
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