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publications
Sentiment Classification using Images and Label Embeddings
arXiv, 2017
Analysis and modeling of sentiment prediction for images and associated text captions.
Recommended citation: Laura Graesser, Abhinav Gupta, Lakshay Sharma, Evelina Bakhturina. (2017). "Sentiment Classification using Images and Label Embeddings." arXiv preprint.
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Natural Language Understanding with the Quora Question Pairs Dataset
arXiv, 2019
100+ citations. Duplicate question detection with ML / NLP techniques.
Recommended citation: Lakshay Sharma*, Laura Graesser*, Nikita Nangia*, Utku Evci*. (2019). "Natural Language Understanding with the Quora Question Pairs Dataset." arXiv preprint. (*Equal contribution)
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Neural Image Captioning
arXiv, 2019
Experimentation and analysis of image captioning techniques.
Recommended citation: Elaina Tan*, Lakshay Sharma*. (2019). "Neural Image Captioning." arXiv preprint. (*Equal contribution)
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SuoiAI: Building a Dataset for Aquatic Invertebrates in Vietnam
Published in ICLR 2025 Workshop: Tackling Climate Change with Machine Learning, 2025
Recommended citation: Tue Vo, Lakshay Sharma, Tuan Dinh, Khuong Dinh, Trang Nguyen, Trung Phan, Minh Do, Duong Vu. (2025). "SuoiAI: Building a Dataset for Aquatic Invertebrates in Vietnam." ICLR 2025 Workshop: Tackling Climate Change with Machine Learning.
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Landsat-Bench: Datasets and Benchmarks for Landsat Foundation Models
Published in ICML 2025 Workshop: TerraBytes - Towards global datasets and models for Earth Observation, 2025
Recommended citation: Isaac Corley, Lakshay Sharma, Ruth Crasto. (2025). "Landsat-Bench: Datasets and Benchmarks for Landsat Foundation Models." ICML 2025 Workshop: TerraBytes.
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Subimage Overlap Prediction: Task-Aligned Self-Supervised Pretraining For Semantic Segmentation In Remote Sensing Imagery
Published in WACV 2026 Workshop: Computer Vision For Earth Observation (CV4EO), 2026
Recommended citation: Lakshay Sharma, Alex Marin. (2026). "Subimage Overlap Prediction: Task-Aligned Self-Supervised Pretraining For Semantic Segmentation In Remote Sensing Imagery." WACV 2026 Workshop: CV4EO.
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