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09/18/2023
What is a Fair Diffusion Model? Designing Generative Text-To-Image Models to Incorporate Various Worldviews
Generative text-to-image (GTI) models produce high-quality images from s...
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06/28/2023
VisText: A Benchmark for Semantically Rich Chart Captioning
Captions that describe or explain charts help improve recall and compreh...
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06/07/2022
Beyond Faithfulness: A Framework to Characterize and Compare Saliency Methods
Saliency methods calculate how important each input feature is to a mach...
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11/08/2021
Cascaded Multilingual Audio-Visual Learning from Videos
In this paper, we explore self-supervised audio-visual models that learn...
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07/20/2021
Shared Interest: Large-Scale Visual Analysis of Model Behavior by Measuring Human-AI Alignment
Saliency methods – techniques to identify the importance of input featur...
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04/26/2021
Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos
Multimodal self-supervised learning is getting more and more attention a...
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06/16/2020
AVLnet: Learning Audio-Visual Language Representations from Instructional Videos
Current methods for learning visually grounded language from videos ofte...
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12/10/2019