← Authors

Wenlong Ji

4 papers · 2022–2024 · 4 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14)

Conferences

AISTATS (1) ICLR (1) ICML (1) JMLR (1)

Top co-authors

James Zou (3) Zhun Deng (3) Linjun Zhang (2) Ryumei Nakada (2) Yiliang Zhang (1) Tatsunori Hashimoto (1) Weijie J Su (1) Halil Ibrahim Gulluk (1) Yiping Lu (1) Ian Connick Covert (1)

Keywords

representation learning (2) contrastive learning (2) feature learning (1) self-supervised learning (1) multimodal learning (1) singular value decomposition (1) downstream task (1) vision-language model (1) linear representation (1) unpaired datum (1) multimodal contrastive learning (1)

Papers

Scaling Laws for the Value of Individual Data Points in Machine Learning ICML 2024
Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data AISTATS 2023
The Power of Contrast for Feature Learning: A Theoretical Analysis JMLR 2023
An Unconstrained Layer-Peeled Perspective on Neural Collapse ICLR 2022