LMRL will be virtual at NeurIPS 2022
Information for attending the workshop on 12/9/2022:
To join the zoom, follow the instructions on our NeurIPS landing page.
To join the poster sessions, log in to gather.town.
For complete registration, visit neurips.cc
| Time (listed in EST) | Event | Speaker | Title | Location |
|---|---|---|---|---|
| 7:30-8am | Poster previews | Gather.town | ||
| 8-9am | Keynote | Rich Bonneau | Machine learning frameworks for de novo molecular design, molecular optimisation and drug discovery decision making: the gRED-Prescient lab-in-the-loop approach | Zoom |
| 9-10am | Spotlight talk (5 mins) | Frederike Lübeck, Charlotte Bunne, Gabriele Gut, Jacobo Sarabia del Castillo, Lucas Pelkmans, David Alvarez-Melis | Neural Unbalanced Optimal Transport via Cycle-Consistent Semi-Couplings | Zoom |
| Spotlight talk (5 mins) | Jan Oscar Cross-Zamirski, Guy Williams, Elizabeth Mouchet, Carola-Bibiane Schönlieb, Riku Turkki, Yinhai Wang | Self-Supervised Learning of Phenotypic Representations from Cell Images with Weak Labels | Zoom | |
| Spotlight talk (5 mins) | Felix Drost, Lennard Schiefelbein, Benjamin Schubert | meTCRs – Learning a metric for T-cell receptors | Zoom | |
| Contributed talk (15 mins) | Eduard Chelebian | Seeded iterative clustering for histology region identification | Zoom | |
| Contributed talk (15 mins) | Luca Eyring | Modeling Single-cell Dynamics using Unbalanced Parameterized Monge Maps | Zoom | |
| Contributed talk (15 mins) | Safiye Celik & Jan-Christian Hütter | Biological Cartography: Building and Benchmarking Representations of Life | Zoom | |
| 10-11am | Poster session | Poster session 1 (odd numbered posters) | Gather.town | |
| 11am-12pm | Keynote | Shantanu Singh | Finding disease phenotypes and candidate therapeutics using images: Cell Painting | Zoom |
| 12-1pm | Spotlight talk (5 mins) | Sivaramakrishnan Sankarapandian, Jun Xu, Zhenghao Chen | Find your microenvironments faster with Neural Spatial LDA | Zoom |
| Spotlight talk (5 mins) | Henry Valeyre, Pushpak Pati, Federico Gossi, Vignesh Ram Somnath, Adriano Martinelli, Marianna Rapsomaniki | ChromFormer: A transformer-based model for 3D genome structure prediction | Zoom | |
| Spotlight talk (5 mins) | Yitzchak Vaknin, Noa Moriel, Mor Nitzan | Using co-localization priors and microenvironment statistics to reconstruct tissue organization from single-cell data | Zoom | |
| Contributed talk (15 mins) | Fritz Bayer | Network-Based Clustering of Pan-Cancer Data Accounting for Clinical Covariates | Zoom | |
| Contributed talk (15 mins) | Nathaniel Diamant | Deep Fitness Inference for Drug Discovery with Directed Evolution | Zoom | |
| Contributed talk (15 mins) | Shouvik Mani | SPOT: Spatial Optimal Transport for Analyzing Cellular Microenvironments | Zoom | |
| 1-2pm | Keynote | Pulin Li | Genetic Circuits in Multicellular Self-Organization | Zoom |
| 2-3pm | Spotlight talk (5 mins) | Oscar Mendez-Lucio, Christos A Nicolaou, Berton Earnshaw | MolE: a molecular foundation model for drug discovery | Zoom |
| Spotlight talk (5 mins) | Allan Zhou, Nicholas Charles Landolfi, Dan O'Neill | Unsupervised language models for disease variant prediction | Zoom | |
| Spotlight talk (5 mins) | Ria Vinod, Kevin K Yang, Lorin Crawford | Joint Protein Sequence-Structure Co-Design via Equivariant Diffusion | Zoom | |
| Contributed talk (15 mins) | Stephen Malina | Forecasting labels under distribution-shift for machine-guided sequence design | Zoom | |
| Contributed talk (15 mins) | Anastasiya Belyaeva | Knowledge distillation for fast and accurate DNA sequence correction | Zoom | |
| Contributed talk (15 mins) | Srinivasan Sivanandan | Machine Learning enabled Pooled Optical Screening in Human Lung Cancer Cells | Zoom | |
| 3-4pm | Keynote | Itai Yanai | "Night Science:" The creative side of the scientific process | Zoom |
| 4-5pm | Poster session | Poster session 2 (even numbered posters) | Gather.town |