4 papers
Dynamic Multi-level Weighted Alignment Network for Zero-shot Sketch-based Image Retrieval
Hanwen Su, Ge Song, Jiyan Wang +1
The problem of zero-shot sketch-based image retrieval (ZS-SBIR) has achieved increasing attention due to its wide applications, e.g. e-commerce. Despite progress made in this field…
Cross-Modal Attention Alignment Network with Auxiliary Text Description for zero-shot sketch-based image retrieval
Hanwen Su, Ge Song, Kai Huang +2
In this paper, we study the problem of zero-shot sketch-based image retrieval (ZS-SBIR). The prior methods tackle the problem in a two-modality setting with only category labels or…
Out-of-Distribution Detection Using Peer-Class Generated by Large Language Model
K Huang, G Song, Hanwen Su +1
Out-of-distribution (OOD) detection is a critical task to ensure the reliability and security of machine learning models deployed in real-world applications. Conventional methods f…
BigDL 2.0: Seamless Scaling of AI Pipelines from Laptops to Distributed Cluster
Jason Dai, Ding Ding, Dongjie Shi +13
Most AI projects start with a Python notebook running on a single laptop; however, one usually needs to go through a mountain of pains to scale it to handle larger dataset (for bot…