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ORCIDNathan Jacobs
- > Home > Persons > Nathan Jacobs
Publications
- 2025
[j13]Zhexiao Xiong, Xin Xing, Scott Workman, Subash Khanal, Nathan Jacobs:
Mixed-View Panorama Synthesis using Geospatially Guided Diffusion. Trans. Mach. Learn. Res. 2025 (2025)- [c117]Aayush Dhakal, Srikumar Sastry, Subash Khanal, Adeel Ahmad
, Eric Xing, Nathan Jacobs:
RANGE: Retrieval Augmented Neural Fields for Multi-Resolution Geo-Embeddings. CVPR 2025: 24680-24689 - [c116]Srikumar Sastry, Subash Khanal, Aayush Dhakal, Adeel Ahmad, Nathan Jacobs:
TaxaBind: A Unified Embedding Space for Ecological Applications. WACV 2025: 1765-1774 - [i72]Aayush Dhakal, Srikumar Sastry, Subash Khanal, Adeel Ahmad, Eric Xing, Nathan Jacobs:
RANGE: Retrieval Augmented Neural Fields for Multi-Resolution Geo-Embeddings. CoRR abs/2502.19781 (2025) - [i67]Subash Khanal, Srikumar Sastry, Aayush Dhakal, Adeel Ahmad, Nathan Jacobs:
Sat2Sound: A Unified Framework for Zero-Shot Soundscape Mapping. CoRR abs/2505.13777 (2025) - [i64]Srikumar Sastry, Aayush Dhakal, Eric Xing, Subash Khanal, Nathan Jacobs:
Global and Local Entailment Learning for Natural World Imagery. CoRR abs/2506.21476 (2025) - [i63]Srikumar Sastry, Subash Khanal, Aayush Dhakal, Jiayu Lin, Dan Cher, Phoenix Jarosz, Nathan Jacobs:
ProM3E: Probabilistic Masked MultiModal Embedding Model for Ecology. CoRR abs/2511.02946 (2025) - 2024
- [c114]Srikumar Sastry, Subash Khanal, Aayush Dhakal, Nathan Jacobs:
GeoSynth: Contextually-Aware High-Resolution Satellite Image Synthesis. CVPR Workshops 2024: 460-470 - [c113]Aayush Dhakal, Adeel Ahmad, Subash Khanal, Srikumar Sastry, Hannah Kerner, Nathan Jacobs:
Sat2Cap: Mapping Fine-Grained Textual Descriptions from Satellite Images. CVPR Workshops 2024: 533-542 - [c108]Aayush Dhakal, Subash Khanal, Srikumar Sastry, Adeel Ahmad, Nathan Jacobs:
GeoBind: Binding Text, Image, and Audio through Satellite Images. IGARSS 2024: 2729-2733 - [c107]Subash Khanal, Eric Xing, Srikumar Sastry, Aayush Dhakal, Zhexiao Xiong, Adeel Ahmad, Nathan Jacobs:
PSM: Learning Probabilistic Embeddings for Multi-scale Zero-Shot Soundscape Mapping. ACM Multimedia 2024: 1361-1369 - [c104]Srikumar Sastry, Subash Khanal, Aayush Dhakal, Di Huang, Nathan Jacobs:
BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and Mapping. WACV 2024: 7121-7130 - [i59]Srikumar Sastry, Subash Khanal, Aayush Dhakal, Nathan Jacobs:
GeoSynth: Contextually-Aware High-Resolution Satellite Image Synthesis. CoRR abs/2404.06637 (2024) - [i58]Aayush Dhakal, Subash Khanal, Srikumar Sastry, Adeel Ahmad, Nathan Jacobs:
GEOBIND: Binding Text, Image, and Audio through Satellite Images. CoRR abs/2404.11720 (2024) - [i56]Zhexiao Xiong, Xin Xing, Scott Workman, Subash Khanal, Nathan Jacobs:
Mixed-View Panorama Synthesis using Geospatially Guided Diffusion. CoRR abs/2407.09672 (2024) - [i54]Subash Khanal, Eric Xing, Srikumar Sastry, Aayush Dhakal, Zhexiao Xiong, Adeel Ahmad, Nathan Jacobs:
PSM: Learning Probabilistic Embeddings for Multi-scale Zero-Shot Soundscape Mapping. CoRR abs/2408.07050 (2024) - [i50]Srikumar Sastry, Subash Khanal, Aayush Dhakal, Adeel Ahmad, Nathan Jacobs:
TaxaBind: A Unified Embedding Space for Ecological Applications. CoRR abs/2411.00683 (2024) - 2023
- [c98]Subash Khanal, Srikumar Sastry, Aayush Dhakal, Nathan Jacobs:
Learning Tri-modal Embeddings for Zero-Shot Soundscape Mapping. BMVC 2023: 813-814 - [i47]Aayush Dhakal, Adeel Ahmad, Subash Khanal, Srikumar Sastry, Nathan Jacobs:
Sat2Cap: Mapping Fine-Grained Textual Descriptions from Satellite Images. CoRR abs/2307.15904 (2023) - [i45]Subash Khanal, Srikumar Sastry, Aayush Dhakal, Nathan Jacobs:
Learning Tri-modal Embeddings for Zero-Shot Soundscape Mapping. CoRR abs/2309.10667 (2023) - [i41]Srikumar Sastry, Subash Khanal, Aayush Dhakal, Di Huang, Nathan Jacobs:
BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and Mapping. CoRR abs/2310.19168 (2023) - [i39]Srikumar Sastry, Xin Xing, Aayush Dhakal, Subash Khanal, Adeel Ahmad, Nathan Jacobs:
LD-SDM: Language-Driven Hierarchical Species Distribution Modeling. CoRR abs/2312.08334 (2023) - 2022
- [c89]Xin Xing, Gongbo Liang, Yu Zhang, Subash Khanal, Ai-Ling Lin, Nathan Jacobs:
Advit: Vision Transformer On Multi-Modality Pet Images For Alzheimer Disease Diagnosis. ISBI 2022: 1-4 - [i37]Subash Khanal, Benjamin Brodie, Xin Xing, Ai-Ling Lin, Nathan Jacobs:
Causality for Inherently Explainable Transformers: CAT-XPLAIN. CoRR abs/2206.14841 (2022) - 2021
- [c87]Subash Khanal, Jin Chen, Nathan Jacobs, Ai-Ling Lin:
Alzheimer's Disease Classification Using Genetic Data. BIBM 2021: 2245-2252 - [c82]Benjamin Brodie, Subash Khanal, Muhammad Usman Rafique, Connor Greenwell, Nathan Jacobs:
Hierarchical Probabilistic Embeddings for Multi-View Image Classification. IGARSS 2021: 1011-1014
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