Summary of Verifying the Generalization Of Deep Learning to Out-of-distribution Domains, by Guy Amir et al.
Verifying the Generalization of Deep Learning to Out-of-Distribution Domainsby Guy Amir, Osher Maayan, Tom Zelazny,…
Summary of Diffusion Boosted Trees, by Xizewen Han and Mingyuan Zhou
Diffusion Boosted Treesby Xizewen Han, Mingyuan ZhouFirst submitted to arxiv on: 3 Jun 2024CategoriesMain: Machine…
Summary of Self-improving Robust Preference Optimization, by Eugene Choi et al.
Self-Improving Robust Preference Optimizationby Eugene Choi, Arash Ahmadian, Matthieu Geist, Oilvier Pietquin, Mohammad Gheshlaghi AzarFirst…
Summary of Adapting Conformal Prediction to Distribution Shifts Without Labels, by Kevin Kasa et al.
Adapting Conformal Prediction to Distribution Shifts Without Labelsby Kevin Kasa, Zhiyu Zhang, Heng Yang, Graham…
Summary of Synergizing Unsupervised and Supervised Learning: a Hybrid Approach For Accurate Natural Language Task Modeling, by Wrick Talukdar et al.
Synergizing Unsupervised and Supervised Learning: A Hybrid Approach for Accurate Natural Language Task Modelingby Wrick…
Summary of Reservoir History Matching Of the Norne Field with Generative Exotic Priors and a Coupled Mixture Of Experts — Physics Informed Neural Operator Forward Model, by Clement Etienam et al.
Reservoir History Matching of the Norne field with generative exotic priors and a coupled Mixture…
Summary of Bridging Multicalibration and Out-of-distribution Generalization Beyond Covariate Shift, by Jiayun Wu et al.
Bridging Multicalibration and Out-of-distribution Generalization Beyond Covariate Shiftby Jiayun Wu, Jiashuo Liu, Peng Cui, Zhiwei…
Summary of Query2cad: Generating Cad Models Using Natural Language Queries, by Akshay Badagabettu et al.
Query2CAD: Generating CAD models using natural language queriesby Akshay Badagabettu, Sai Sravan Yarlagadda, Amir Barati…
Summary of What Makes Clip More Robust to Long-tailed Pre-training Data? a Controlled Study For Transferable Insights, by Xin Wen et al.
What Makes CLIP More Robust to Long-Tailed Pre-Training Data? A Controlled Study for Transferable Insightsby…
Summary of Sayself: Teaching Llms to Express Confidence with Self-reflective Rationales, by Tianyang Xu et al.
SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationalesby Tianyang Xu, Shujin Wu, Shizhe Diao,…