Search Results for author: Siyu Gai

Found 2 papers, 1 papers with code

TOAST: Transfer Learning via Attention Steering

1 code implementation24 May 2023 Baifeng Shi, Siyu Gai, Trevor Darrell, Xin Wang

We introduce Top-Down Attention Steering (TOAST), a novel transfer learning algorithm that keeps the pre-trained backbone frozen, selects task-relevant features in the output, and feeds those features back to the model to steer the attention to the task-specific features.

Fine-Grained Image Classification Instruction Following +2

An Analysis of Fusion Functions for Hybrid Retrieval

no code implementations21 Oct 2022 Sebastian Bruch, Siyu Gai, Amir Ingber

In particular, we examine fusion by a convex combination (CC) of lexical and semantic scores, as well as the Reciprocal Rank Fusion (RRF) method, and identify their advantages and potential pitfalls.

Retrieval Text Retrieval

Cannot find the paper you are looking for? You can Submit a new open access paper.