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08/07/2023
Learning Concise and Descriptive Attributes for Visual Recognition
Recent advances in foundation models present new opportunities for inter...
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07/05/2023
Comparing Apples to Apples: Generating Aspect-Aware Comparative Sentences from User Reviews
It is time-consuming to find the best product among many similar alterna...
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05/15/2023
"Nothing Abnormal": Disambiguating Medical Reports via Contrastive Knowledge Infusion
Sharing medical reports is essential for patient-centered care. A recent...
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10/11/2022
CLIP also Understands Text: Prompting CLIP for Phrase Understanding
Contrastive Language-Image Pretraining (CLIP) efficiently learns visual ...
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10/07/2022
Visualize Before You Write: Imagination-Guided Open-Ended Text Generation
Recent advances in text-to-image synthesis make it possible to visualize...
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06/30/2022
Personalized Showcases: Generating Multi-Modal Explanations for Recommendations
Existing explanation models generate only text for recommendations but s...
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09/25/2021
Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation
Radiology report generation aims at generating descriptive text from rad...
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06/10/2021
ImaginE: An Imagination-Based Automatic Evaluation Metric for Natural Language Generation
Automatic evaluations for natural language generation (NLG) conventional...
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02/03/2021
L2C: Describing Visual Differences Needs Semantic Understanding of Individuals
Recent advances in language and vision push forward the research of capt...
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07/01/2020
Multimodal Text Style Transfer for Outdoor Vision-and-Language Navigation
In the vision-and-language navigation (VLN) task, an agent follows natur...
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10/24/2019
Cross-Lingual Vision-Language Navigation
Vision-Language Navigation (VLN) is the task where an agent is commanded...
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08/27/2019
CosRec: 2D Convolutional Neural Networks for Sequential Recommendation
Sequential patterns play an important role in building modern recommende...
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06/21/2019
FairST: Equitable Spatial and Temporal Demand Prediction for New Mobility Systems
Emerging transportation modes, including car-sharing, bike-sharing, and ...
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02/08/2018
Mining Open Government Data Used in Scientific Research
In the following paper, we describe results from mining citations, menti...
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07/13/2017