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06/30/2023
Sphere2Vec: A General-Purpose Location Representation Learning over a Spherical Surface for Large-Scale Geospatial Predictions
Generating learning-friendly representations for points in space is a fu...
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06/26/2023
Localized Text-to-Image Generation for Free via Cross Attention Control
Despite the tremendous success in text-to-image generative models, local...
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05/25/2023
Unbiased Compression Saves Communication in Distributed Optimization: When and How Much?
Communication compression is a common technique in distributed optimizat...
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05/12/2023
Lower Bounds and Accelerated Algorithms in Distributed Stochastic Optimization with Communication Compression
Communication compression is an essential strategy for alleviating commu...
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05/01/2023
CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations
Geo-tagged images are publicly available in large quantities, whereas la...
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09/27/2022
Passive Non-line-of-sight Imaging for Moving Targets with an Event Camera
Non-line-of-sight (NLOS) imaging is an emerging technique for detecting ...
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07/25/2022
Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue Agent
We present Chirpy Cardinal, an open-domain social chatbot. Aiming to be ...
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07/17/2022
SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery
Unsupervised pre-training methods for large vision models have shown to ...
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04/04/2022
Tracking Urbanization in Developing Regions with Remote Sensing Spatial-Temporal Super-Resolution
Automated tracking of urban development in areas where construction info...
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06/22/2021
Spatial-Temporal Super-Resolution of Satellite Imagery via Conditional Pixel Synthesis
High-resolution satellite imagery has proven useful for a broad range of...
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01/15/2021
Motion-Based Handwriting Recognition and Word Reconstruction
In this project, we leverage a trained single-letter classifier to predi...
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01/15/2021
Motion-Based Handwriting Recognition
We attempt to overcome the restriction of requiring a writing surface fo...
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01/12/2020