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08/29/2023
Evaluation and Analysis of Hallucination in Large Vision-Language Models
Large Vision-Language Models (LVLMs) have recently achieved remarkable s...
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08/18/2023
Overlap Bias Matching is Necessary for Point Cloud Registration
Point cloud registration is a fundamental problem in many domains. Pract...
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08/13/2023
Benign Shortcut for Debiasing: Fair Visual Recognition via Intervention with Shortcut Features
Machine learning models often learn to make predictions that rely on sen...
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04/27/2023
mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality
Large language models (LLMs) have demonstrated impressive zero-shot abil...
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04/26/2023
From Association to Generation: Text-only Captioning by Unsupervised Cross-modal Mapping
With the development of Vision-Language Pre-training Models (VLPMs) repr...
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04/04/2023
Improved Visual Fine-tuning with Natural Language Supervision
Fine-tuning a pre-trained model can leverage the semantic information fr...
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11/14/2022
Zero-shot Image Captioning by Anchor-augmented Vision-Language Space Alignment
CLIP (Contrastive Language-Image Pre-Training) has shown remarkable zero...
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11/11/2022
A Bayesian approach for the modelling of material stocks and flows with incomplete data
Material Flow Analysis (MFA) is used to quantify and understand the life...
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11/02/2022
Fair Visual Recognition via Intervention with Proxy Features
Deep learning models often learn to make predictions that rely on sensit...
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10/26/2022
FairCLIP: Social Bias Elimination based on Attribute Prototype Learning and Representation Neutralization
The Vision-Language Pre-training (VLP) models like CLIP have gained popu...
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07/03/2022
Counterfactually Measuring and Eliminating Social Bias in Vision-Language Pre-training Models
Vision-Language Pre-training (VLP) models have achieved state-of-the-art...
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04/22/2021
Bayesian Numerical Methods for Nonlinear Partial Differential Equations
The numerical solution of differential equations can be formulated as an...
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06/24/2019
A Role for Symmetry in the Bayesian Solution of Differential Equations
The interpretation of numerical methods, such as finite difference metho...
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05/18/2018