vision model
Language Model as Visual Explainer
While efforts have been made to explain computer vision models, these approaches often fall short of providing direct and human-understandable explanations.
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- Information Technology > Sensing and Signal Processing > Image Processing (1.00)
- Information Technology > Artificial Intelligence > Vision (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.68)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.68)
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Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms
Modern vision models are trained on very large noisy datasets.
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TOA: Task-oriented Active VQA
Recently large language models like GPT -3 have shown encouraging performance as implicit knowledge source and revealed planning abilities.
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Exploring Geometry of Blind Spots in Vision Models
We propose a Level Set Traversal algorithm that iteratively explores regions of high confidence with respect to the input space using orthogonal components of the local gradients.
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- Research Report > Experimental Study (0.69)
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- Information Technology > Artificial Intelligence > Vision (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Cognitive Science (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.68)
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- Workflow (0.67)
- Research Report > New Finding (0.46)
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- Information Technology > Artificial Intelligence > Vision (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.93)
- Information Technology > Artificial Intelligence > Representation & Reasoning (0.93)
- Information Technology > Artificial Intelligence > Natural Language (0.67)
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