ICML 2024 Workshop AI4Science Submissions

Local lateral connectivity is sufficient for replicating cortex-like topographical organization in deep neural networks
Xinyu Qian, Amirozhan Dehghani, Asa Borzabadifarahani, Pouya Bashivan
- Published: 17 Jun 2024, Last Modified: 17 Jul 2024
- ICML2024-AI4Science Poster
- Readers: Everyone
NEBULA: Neural Empirical Bayes Under Latent Representations for Efficient and Controllable Design of Molecular Libraries
Ewa Nowara, Pedro O. Pinheiro, Sai Pooja Mahajan, Omar Mahmood, Andrew Martin Watkins, Saeed Saremi, Michael Maser
- Published: 17 Jun 2024, Last Modified: 17 Jul 2024
- ICML2024-AI4Science Spotlight
- Readers: Everyone
AstroPT: Scaling Large Observation Models for Astronomy
Michael J. Smith, Ryan J. Roberts, Eirini Angeloudi, Marc Huertas-Company
- Published: 17 Jun 2024, Last Modified: 17 Jul 2024
- ICML2024-AI4Science Spotlight
- Readers: Everyone
Hyperspectral Unmixing for Raman Spectroscopy via Physics-Constrained Autoencoders
Dimitar Georgiev, Álvaro Fernández-Galiana, Simon Vilms Pedersen, Georgios Papadopoulos, Ruoxiao Xie, Molly M. Stevens, Mauricio Barahona
- Published: 17 Jun 2024, Last Modified: 17 Jul 2024
- ICML2024-AI4Science Oral
- Readers: Everyone
Parameter-Efficient Quantized Mixture-of-Experts Meets Vision-Language Instruction Tuning for Semiconductor Electron Micrograph Analysis
Sagar Srinivas Sakhinana, Sannidhi Gowri Naga Krishna Geethan, Chidaksh Ravuru, Venkataramana Runkana
- Published: 17 Jun 2024, Last Modified: 17 Jul 2024
- ICML2024-AI4Science Spotlight
- Readers: Everyone
Scaling Up Diffusion and Flow-based XGBoost Models
Jesse C. Cresswell, Taewoo Kim
- Published: 17 Jun 2024, Last Modified: 17 Jul 2024
- ICML2024-AI4Science Poster
- Readers: Everyone