14 posters you need to see at NeurIPS 2024
If you are in Vancouver for the 38th Annual Conference on Neural Information Processing Systems (NeurIPS) and have an interest novel, cutting-edge approaches for AI in health, here are 14 exciting posters (including one Spotlight!) you should see from MIT Jameel Clinic researchers, which have been listed below for you to add to your itinerary at the Vancouver Convention Center from Dec. 11 to 15!
Wednesday, December 11
Poster Session 1 East
A Recipe for Charge Density Prediction
Xiang Fu · Andrew Rosen · Kyle Bystrom · Rui Wang · Albert Musaelian · Boris Kozinsky · Tess Smidt · Tommi Jaakkola
Generative Modeling of Molecular Dynamics Trajectories
Bowen Jing · Hannes Stärk · Tommi Jaakkola · Bonnie Berger
Poster Session 2 East
Neural Network Reparametrization for Accelerated Optimization in Molecular Simulations
Nima Dehmamy · Csaba Both · Jeet Mohapatra · Subhro Das · Tommi Jaakkola
In-Context Symmetries: Self-Supervised Learning through Contextual World Models
Sharut Gupta · Chenyu Wang · Yifei Wang · Tommi Jaakkola · Stefanie Jegelka
Poster Session 2 West
Identifiability Guarantees for Causal Disentanglement from Purely Observational Data
Ryan Welch · Jiaqi Zhang · Caroline Uhler
Thursday, December 12
Poster Session 3 East
Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning
Keying Kuang · Frances Dean · Jack B. Jedlicki · David Ouyang · Anthony Philippakis · David Sontag · Ahmed Alaa
Poster Session 4 East
Spotlight: Double-Ended Synthesis Planning with Goal-Constrained Bidirectional Search
Kevin Yu · Jihye Roh · Ziang Li · Wenhao Gao · Runzhong Wang · Connor Coley
BendVLM: Test-Time Debiasing of Vision-Language Embeddings
Walter Gerych · Haoran Zhang · Kimia Hamidieh · Eileen Pan · Maanas K. Sharma · Tom Hartvigsen · Marzyeh Ghassemi
Poster Session 4 West
Learning Mixtures of Unknown Causal Interventions
Abhinav Kumar · Kirankumar Shiragur · Caroline Uhler
Friday, December 13
Poster Session 5 West
Theoretical Analysis of Weak-to-Strong Generalization
Hunter Lang · David Sontag · Aravindan Vijayaraghavan
Poster Session 6 East
Oral Poster: MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making
Yubin Kim · Chanwoo Park · Hyewon Jeong · Yik Siu Chan · Xuhai “Orson” Xu · Daniel McDuff · Hyeonhoon Lee · Marzyeh Ghassemi · Cynthia Breazeal · Hae Park
Improving Subgroup Robustness via Data Selection
Saachi Jain · Kimia Hamidieh · Kristian Georgiev · Andrew Ilyas · Marzyeh Ghassemi · Aleksander Madry
Hamiltonian Score Matching and Generative Flows
Peter Holderrieth · Yilun Xu · Tommi Jaakkola
Return of Unconditional Generation: A Self-supervised Representation Generation Method
Tianhong Li · Dina Katabi · Kaiming He
