Sijia Wang | DeepAI

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∙ 07/18/2023

PromptMagician: Interactive Prompt Engineering for Text-to-Image Creation

Generative text-to-image models have gained great popularity among the p...

0 Yingchaojie Feng, et al. ∙

∙ 05/27/2023

Benchmarking Diverse-Modal Entity Linking with Generative Models

Entities can be expressed in diverse formats, such as texts, images, or ...

0 Sijia Wang, et al. ∙

∙ 05/24/2023

AMELI: Enhancing Multimodal Entity Linking with Fine-Grained Attributes

We propose attribute-aware multimodal entity linking, where the input is...

0 Barry Menglong Yao, et al. ∙

∙ 05/24/2023

RE^2: Region-Aware Relation Extraction from Visually Rich Documents

Current research in form understanding predominantly relies on large pre...

0 Pritika Ramu, et al. ∙

∙ 01/13/2023

Multi-Target Landmark Detection with Incomplete Images via Reinforcement Learning and Shape Prior

Medical images are generally acquired with limited field-of-view (FOV), ...

0 Kaiwen Wan, et al. ∙

∙ 10/11/2022

Toward Sustainable Continual Learning: Detection and Knowledge Repurposing of Similar Tasks

Most existing works on continual learning (CL) focus on overcoming the c...

0 Sijia Wang, et al. ∙

∙ 04/14/2022

The Art of Prompting: Event Detection based on Type Specific Prompts

We compare various forms of prompts to represent event types and develop...

0 Sijia Wang, et al. ∙

∙ 11/04/2021

Finite-Time Consensus Learning for Decentralized Optimization with Nonlinear Gossiping

Distributed learning has become an integral tool for scaling up machine ...

0 Junya Chen, et al. ∙

∙ 10/14/2021

Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding

Event extraction is typically modeled as a multi-class classification pr...

0 Sijia Wang, et al. ∙

∙ 06/04/2021

A Holistic Approach to Interpretability in Financial Lending: Models, Visualizations, and Summary-Explanations

Lending decisions are usually made with proprietary models that provide ...

13 Chaofan Chen, et al. ∙

∙ 06/13/2020

GAN Memory with No Forgetting

Seeking to address the fundamental issue of memory in lifelong learning,...

1 Yulai Cong, et al. ∙

∙ 11/30/2018

An Interpretable Model with Globally Consistent Explanations for Credit Risk

We propose a possible solution to a public challenge posed by the Fair I...

0 Chaofan Chen, et al. ∙

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