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Search All 2022 Events
183 Results
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Workshop
Explainable Deep Generative Models, Ancestral Fragments, and Murky Regions of the Protein Structure Universe
Eli Draizen · Cameron Mura · Philip Bourne
Workshop
Generating Reflexive Polytopes via Sequence Modeling
Bernt Ivar Utstøl Nødland
Workshop
ZymCTRL: a conditional language model for the controllable generation of artificial enzymes
Noelia Ferruz
Workshop
3DGEN: A GAN-based approach for generating novel 3D models from image data
Antoine Schnepf · Ugo Tanielian · Flavian Vasile
Workshop
Protein Structure and Sequence Generation with Equivariant Denoising Diffusion Probabilistic Models
Namrata Anand · Tudor Achim
Workshop
Sat 11:30
Generative models of non-Euclidean neural population dynamics
Kristopher Jensen
Poster
Thu 14:00
ShapeCrafter: A Recursive Text-Conditioned 3D Shape Generation Model
Rao Fu · Xiao Zhan · YIWEN CHEN · Daniel Ritchie · Srinath Sridhar
Poster
Tue 9:00
Deep Surrogate Assisted Generation of Environments
Varun Bhatt · Bryon Tjanaka · Matthew Fontaine · Stefanos Nikolaidis
Workshop
Can denoising diffusion probabilistic models generate realistic astrophysical fields?
Nayantara Mudur · Douglas P. Finkbeiner
Poster
Thu 9:00
Training and Inference on Any-Order Autoregressive Models the Right Way
Andy Shih · Dorsa Sadigh · Stefano Ermon
Workshop
Fri 3:50
Desiderata for next generation of ML model serving
Sherif Akoush · Andrei Paleyes · Arnaud Van Looveren · Clive Cox
Poster
Tue 14:00
Learning Manifold Dimensions with Conditional Variational Autoencoders
Yijia Zheng · Tong He · Yixuan Qiu · David P Wipf
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