2024 Poster "scaling laws" Papers
9 papers found
Adversarial Robustness Limits via Scaling-Law and Human-Alignment Studies
Brian Bartoldson, James Diffenderfer, Konstantinos Parasyris et al.
ICML 2024posterarXiv:2404.09349
A Tale of Tails: Model Collapse as a Change of Scaling Laws
Elvis Dohmatob, Yunzhen Feng, Pu Yang et al.
ICML 2024posterarXiv:2402.07043
Compute Better Spent: Replacing Dense Layers with Structured Matrices
Shikai Qiu, Andres Potapczynski, Marc Finzi et al.
ICML 2024posterarXiv:2406.06248
NeRF-XL: NeRF at Any Scale with Multi-GPU
Ruilong Li, Sanja Fidler, Angjoo Kanazawa et al.
ECCV 2024poster
Scaling Laws for Fine-Grained Mixture of Experts
Jan Ludziejewski, Jakub Krajewski, Kamil Adamczewski et al.
ICML 2024posterarXiv:2402.07871
Scaling Laws for the Value of Individual Data Points in Machine Learning
Ian Covert, Wenlong Ji, Tatsunori Hashimoto et al.
ICML 2024posterarXiv:2405.20456
Selecting Large Language Model to Fine-tune via Rectified Scaling Law
Haowei Lin, Baizhou Huang, Haotian Ye et al.
ICML 2024posterarXiv:2402.02314
Towards Understanding Inductive Bias in Transformers: A View From Infinity
Itay Lavie, Guy Gur-Ari, Zohar Ringel
ICML 2024posterarXiv:2402.05173
Wukong: Towards a Scaling Law for Large-Scale Recommendation
Buyun Zhang, Liang Luo, Yuxin Chen et al.
ICML 2024posterarXiv:2403.02545