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07/01/2023
DreamIdentity: Improved Editability for Efficient Face-identity Preserved Image Generation
While large-scale pre-trained text-to-image models can synthesize divers...
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05/24/2023
ExpertPrompting: Instructing Large Language Models to be Distinguished Experts
The answering quality of an aligned large language model (LLM) can be dr...
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05/23/2023
Not All Image Regions Matter: Masked Vector Quantization for Autoregressive Image Generation
Existing autoregressive models follow the two-stage generation paradigm ...
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05/19/2023
Towards Accurate Image Coding: Improved Autoregressive Image Generation with Dynamic Vector Quantization
Existing vector quantization (VQ) based autoregressive models follow a t...
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04/01/2023
Inductive Relation Prediction from Relational Paths and Context with Hierarchical Transformers
Relation prediction on knowledge graphs (KGs) is a key research topic. D...
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03/24/2023
kNN Prompting: Beyond-Context Learning with Calibration-Free Nearest Neighbor Inference
In-Context Learning (ICL), which formulates target tasks as prompt compl...
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11/29/2022
Intra-class Adaptive Augmentation with Neighbor Correction for Deep Metric Learning
Deep metric learning aims to learn an embedding space, where semanticall...
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11/19/2022
ABINet++: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Spotting
Scene text spotting is of great importance to the computer vision commun...
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11/16/2022
UniRel: Unified Representation and Interaction for Joint Relational Triple Extraction
Relational triple extraction is challenging for its difficulty in captur...
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10/20/2022
Improving Chinese Spelling Check by Character Pronunciation Prediction: The Effects of Adaptivity and Granularity
Chinese spelling check (CSC) is a fundamental NLP task that detects and ...
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09/03/2022
DSE-GAN: Dynamic Semantic Evolution Generative Adversarial Network for Text-to-Image Generation
Text-to-image generation aims at generating realistic images which are s...
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03/11/2021
Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition
Linguistic knowledge is of great benefit to scene text recognition. Howe...
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02/20/2021
Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction
Entities, as the essential elements in relation extraction tasks, exhibi...
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12/17/2020
Overcoming Language Priors with Self-supervised Learning for Visual Question Answering
Most Visual Question Answering (VQA) models suffer from the language pri...
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12/10/2020
Image Captioning with Context-Aware Auxiliary Guidance
Image captioning is a challenging computer vision task, which aims to ge...
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04/01/2020
Graph Structured Network for Image-Text Matching
Image-text matching has received growing interest since it bridges visio...
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09/25/2019