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Found 6 papers, 5 papers with code
What's in a Caption? Dataset-Specific Linguistic Diversity and Its Effect on Visual Description Models and Metrics
While there have been significant gains in the field of automated video description, the generalization performance of automated description models to novel domains remains a major barrier to using these systems in the real world.
Creating User Interface Mock-ups from High-Level Text Descriptions with Deep-Learning Models
The design process of user interfaces (UIs) often begins with articulating high-level design goals.
MSA Transformer
Unsupervised protein language models trained across millions of diverse sequences learn structure and function of proteins.
Sketchforme: Composing Sketched Scenes from Text Descriptions for Interactive Applications
Sketching and natural languages are effective communication media for interactive applications.
Diagnostic Visualization for Deep Neural Networks Using Stochastic Gradient Langevin Dynamics
Finally we show that diagnostic visualization using LDAM leads to a novel insight into the parameter averaging method for deep net training.
t-SNE-CUDA: GPU-Accelerated t-SNE and its Applications to Modern Data
Modern datasets and models are notoriously difficult to explore and analyze due to their inherent high dimensionality and massive numbers of samples.
