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05/10/2023
Incorporating Structured Representations into Pretrained Vision Language Models Using Scene Graphs
Vision and Language (VL) models have demonstrated remarkable zero-shot p...
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03/06/2023
Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning
Prompt tuning, in which a base pretrained model is adapted to each task ...
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12/16/2019
A New Benchmark for Evaluation of Cross-Domain Few-Shot Learning
Recent progress on few-shot learning has largely re-lied on annotated da...
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11/01/2019
Multi-Moments in Time: Learning and Interpreting Models for Multi-Action Video Understanding
An event happening in the world is often made of different activities an...
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05/30/2019
The Fashion IQ Dataset: Retrieving Images by Combining Side Information and Relative Natural Language Feedback
We contribute a new dataset and a novel method for natural language base...
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10/05/2018
Decoupled Classification Refinement: Hard False Positive Suppression for Object Detection
In this paper, we analyze failure cases of state-of-the-art detectors an...
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06/12/2018
