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05/02/2023
Parameter-Efficient Cross-lingual Transfer of Vision and Language Models via Translation-based Alignment
Pre-trained vision and language models such as CLIP have witnessed remar...
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01/10/2023
Deep Learning based Multi-Label Image Classification of Protest Activities
With the rise of internet technology amidst increasing rates of urbaniza...
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11/28/2022
Utilizing Win Ratio Approaches and Two-Stage Enrichment Designs for Small-Sized Clinical Trials
Conventional methods for analyzing composite endpoints in clinical trial...
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08/28/2022
JARVIS: A Neuro-Symbolic Commonsense Reasoning Framework for Conversational Embodied Agents
Building a conversational embodied agent to execute real-life tasks has ...
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12/05/2021
RADA: Robust Adversarial Data Augmentation for Camera Localization in Challenging Weather
Camera localization is a fundamental and crucial problem for many roboti...
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10/31/2020
Fair Classification with Group-Dependent Label Noise
This work examines how to train fair classifiers in settings where train...
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10/31/2020
Strategic Recourse in Linear Classification
In algorithmic decision making, recourse refers to individuals' ability ...
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07/23/2018
