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06/20/2023
Augmenting Sub-model to Improve Main Model
Image classification has improved with the development of training techn...
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05/24/2023
Cream: Visually-Situated Natural Language Understanding with Contrastive Reading Model and Frozen Large Language Models
Advances in Large Language Models (LLMs) have inspired a surge of resear...
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05/24/2023
Who Wrote this Code? Watermarking for Code Generation
Large language models for code have recently shown remarkable performanc...
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04/21/2023
RoCOCO: Robust Benchmark MS-COCO to Stress-test Robustness of Image-Text Matching Models
Recently, large-scale vision-language pre-training models and visual sem...
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12/08/2022
Group Generalized Mean Pooling for Vision Transformer
Vision Transformer (ViT) extracts the final representation from either c...
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12/01/2021
The Majority Can Help The Minority: Context-rich Minority Oversampling for Long-tailed Classification
The problem of class imbalanced data lies in that the generalization per...
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11/30/2021
Donut: Document Understanding Transformer without OCR
Understanding document images (e.g., invoices) has been an important res...
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10/08/2021
Observations on K-image Expansion of Image-Mixing Augmentation for Classification
Image-mixing augmentations (e.g., Mixup or CutMix), which typically mix ...
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07/02/2020
