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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...
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05/27/2023
Benchmarking Diverse-Modal Entity Linking with Generative Models
Entities can be expressed in diverse formats, such as texts, images, or ...
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05/24/2023
AMELI: Enhancing Multimodal Entity Linking with Fine-Grained Attributes
We propose attribute-aware multimodal entity linking, where the input is...
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05/24/2023
RE^2: Region-Aware Relation Extraction from Visually Rich Documents
Current research in form understanding predominantly relies on large pre...
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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), ...
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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...
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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...
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11/04/2021
Finite-Time Consensus Learning for Decentralized Optimization with Nonlinear Gossiping
Distributed learning has become an integral tool for scaling up machine ...
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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...
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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 ...
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06/13/2020
GAN Memory with No Forgetting
Seeking to address the fundamental issue of memory in lifelong learning,...
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11/30/2018
