Classify’s Bowling Challenge | American Eagle
Dual Representation Learning for Out-of-distribution Detection
Zhilin Zhao, Longbing Cao
Action editor: Matthew Blaschko.
#search — on anything but a neat tidy dataset — is also not just an index storage and processing problem; it is a #crawl and #classify problem.
We need intelligent crawlers that can scan databases, drives, SharePoint, wikis, email, code, chat histories, etc and for each item effectively extract the required metadata and standardize the format for effective indexing.
I expect this to be a great opportunity for LMs, or LM+Tools. https://github.com/HazyResearch/evaporate is a potential start
This repo contains data and code for the paper "Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes" - GitHub - HazyResearch/evaporate: This ...
Estimating the Density Ratio between Distributions with High Discrepancy using Multinomial Logist...
Akash Srivastava, Seungwook Han, Kai Xu, Benjamin Rhodes, Michael U. Gutmann
KRADA: Known-region-aware Domain Alignment for Open-set Domain Adaptation in Semantic Segmentation
Chenhong Zhou, Feng Liu, Chen Gong, Rongfei Zeng, Tongliang Liu, William Cheung, Bo Han