network name: NeurIPS
SCHEDULE MLSB will begin at 8:30am CST and end at 5:00pm CST on Saturday, Dec 3. The physical workshop will take place in Room 288 - 289 in the New Orleans Convention Center. The schedule of talks and poster sessions is available at our website, mlsb.io and on the NeurIPS website.
PANEL - We will be hosting a panel discussion including our invited speakers on research directions in Machine Learning for Structural Biology from 2:50-3:50p CST. We are soliciting additional discussion topics and questions -- let us know what you would like to hear about by filling out this google form: https://forms.gle/fiJ6ZzsmepKL87tMA.
POSTER SESSIONS - We have scheduled two poster sessions at 11:15-12:15pm CST and 3:50-4:50pm CST. Posters can be set up before the conference begins, between 8:00-8:30am, during the break between 9:45-10:05am, or at the beginning of the first poster session. We ask that posters are 24"W x 36"H, as there may be space constraints in the room that limit the display of wider posters. However, if you already have a poster of a different size, it is acceptable to use that.
LUNCH + HAPPY HOUR - MLSB will be providing boxed lunches to attendees during the workshop. In addition, there will be a happy hour during the afternoon poster session, where drinks will be served (non-alcoholic options will be available).
ORALS - Each oral will have a 15 minute timeslot. We anticipate that talks should last approximately 10 minutes, allowing 5 minutes for questions and transition between speakers. If you are presenting in-person, you may check slides before the workshop (8:00-8:30am CST) or during the break (9:45-10:05am CST).
Please check the schedule on our website, mlsb.io, for your presentation time. If you are not able to make this time, let us know as soon as possible. Additionally, below we have listed the format we currently have for each oral presentation (In-person, Live over Zoom, or Prerecorded). If this information is not correct, please let us know. You can contact us at firstname.lastname@example.org with any issues.
VIRTUAL PARTICIPATION - MLSB will have some hybrid elements. There will be a livestream (a link is available at the NeurIPS website. Chat will be available on the NeurIPS workshop site for asking questions. Currently, there is no official venue for presenting posters virtually at MLSB. However, we are considering options to enable greater virtual participation over the next few days. If you have a poster at MLSB but plan to participate only virtually, please let us know by adding your name to this google form as soon as possible.
|08:35||Invited Speaker - David Fleet|
Latent Space Diffusion Models of Cryo-EM Structure
Protein Structure and Sequence Generation with Equivariant Denoising Diffusion Probabilistic Models
Predicting conformational landscapes of known and putative fold-switching proteins using AlphaFold2
|10:05||Invited Speaker - Kathryn Tunyasuvunakool|
SWAMPNN: End-to-end protein structures alignment
DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking
Dynamic-backbone protein-ligand structure prediction with multiscale generative diffusion models
|01:00||Invited Speaker - Max Welling|
EquiFold: Protein Structure Prediction with a Novel Coarse-Grained Structure Representation
Predicting Ligand – RNA Binding Using E3-Equivariant Network and Pretraining
|01:55||Invited Speaker - Alexander Rives|
Seq2MSA: A Language Model for Protein Sequence Diversification
Metal3D: Accurate prediction of transition metal ion location via deep learning
|03:55||Poster Session / Happy Hour|