Africa
Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean
The vast amount of data required to model wildfires at a larger scale presents difficulties in the collection and curation of the data.
Trust Y our: Gradient-based Intervention Targeting for Causal Discovery
Often, observational data alone is not enough to uniquely identify a system's causal structure.
Sparse Parameterization for Epitomic Dataset Distillation Xing Wei
Source code is available at https://github.com/MIV-XJTU/SPEED .
9dc5accb1e4f4a9798eae145f2e4869b-Paper-Conference.pdf
Both challenges involve modeling long-term dependencies.
Towards Hybrid-grained Feature Interaction Selection for Deep Sparse Network
Results from experiments on three large real-world benchmark datasets demonstrate that OptFeature performs well in terms of accuracy and efficiency. Additional studies support the feasibility of our method.
Knowledge Composition using Task Vectors with Learned Anisotropic Scaling Frederic Z. Zhang Paul Albert
Listed order was determined by a coin toss.
Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation
Recent work utilizes plan-and-solve decomposition to decrease the complexity and leverage self-tests to refine the generated program.