PPaperPicks

Nathan Jacobs

Washington University in St. Louis, MO, USA

21 papers at tracked venues · 16 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-4242-8967 ↗Homepage ↗

Venues

CVPR ×8AAAI ×3WACV ×3ICCV ×2NeurIPS ×2AAMAS ×1ACM MM ×1ECCV ×1

Frequent coauthors

Srikumar Sastry
×9
Eric Xing
×7
Aayush Dhakal
×7
Subash Khanal
×6
Zhexiao Xiong
×5
Adeel Ahmad
×5
Abby Stylianou
×4
Anindya Sarkar
×3
Yevgeniy Vorobeychik
×3
Robert Pless
×3
Alex DiChristofano
×2
Sanmay Das
×2

Papers

  1. Beta Distribution Learning for Reliable Roadway Crash Risk Assessment
    AAAI 2026 ·
    Ahmad Elallaf
    , Nathan Jacobs,
    Xinyue Ye
    ,
    Mei Chen
    ,
    Gongbo Liang
  2. Towards Unconstrained Cross-View Pose Estimation
    WACV 2026 ·
    Alexander Wollam
    ,
    Kyle Ashley
    ,
    Maxim Shugaev
    ,
    Oliver Arend
    ,
    Ilya Semenov
    ,
    Hadis Dashtestani
    ,
    Sumved Ravi
    , Nathan Jacobs
  3. VectorSynth: Fine-Grained Satellite Image Synthesis with Structured Semantics
    WACV 2026 ·
    Daniel Cher
    ,
    Brian Wei
    ,
    Srikumar Sastry
    , Nathan Jacobs
  4. Active Geospatial Search for Efficient Tenant Eviction Outreach
    AAAI 2025 ·
    Anindya Sarkar
    ,
    Alex DiChristofano
    ,
    Sanmay Das
    ,
    Patrick J. Fowler
    , Nathan Jacobs,
    Yevgeniy Vorobeychik
  5. ConText-CIR: Learning from Concepts in Text for Composed Image Retrieval
    CVPR 2025 ·
    Eric Xing
    ,
    Pranavi Kolouju
    ,
    Robert Pless
    ,
    Abby Stylianou
    , Nathan Jacobs
  6. DeclutterNeRF: Generative-Free 3D Scene Recovery for Occlusion Removal
    CVPR 2025 ·
    Wanzhou Liu
    ,
    Zhexiao Xiong
    ,
    Xinyu Li
    , Nathan Jacobs
  7. Fields of The World: A Machine Learning Benchmark Dataset for Global Agricultural Field Boundary Segmentation
    AAAI 2025 ·
    Hannah Kerner
    ,
    Snehal Chaudhari
    ,
    Aninda Ghosh
    ,
    Caleb Robinson
    ,
    Adeel Ahmad
    ,
    Eddie Choi
    , Nathan Jacobs,
    Chris Holmes
    ,
    Matthias Mohr
    ,
    Rahul Dodhia
    ,
    Juan M. Lavista Ferres
    ,
    Jennifer Marcus
  8. Global and Local Entailment Learning for Natural World Imagery
    ICCV 2025 ·
    Srikumar Sastry
    ,
    Aayush Dhakal
    ,
    Eric Xing
    ,
    Subash Khanal
    , Nathan Jacobs
  9. PanoDreamer: Consistent Text to 360-Degree Scene Generation
    CVPR 2025 ·
    Zhexiao Xiong
    ,
    Zhang Chen
    ,
    Zhong Li
    ,
    Yi Xu
    , Nathan Jacobs
  10. QuARI: Query Adaptive Retrieval Improvement
    NeurIPS 2025 ·
    Eric Xing
    ,
    Abby Stylianou
    ,
    Robert Pless
    , Nathan Jacobs
  11. RANGE: Retrieval Augmented Neural Fields for Multi-Resolution Geo-Embeddings
    CVPR 2025 ·
    Aayush Dhakal
    ,
    Srikumar Sastry
    ,
    Subash Khanal
    ,
    Adeel Ahmad
    ,
    Eric Xing
    , Nathan Jacobs
  12. TaxaBind: A Unified Embedding Space for Ecological Applications
    WACV 2025 ·
    Srikumar Sastry
    ,
    Subash Khanal
    ,
    Aayush Dhakal
    ,
    Adeel Ahmad
    , Nathan Jacobs
  13. Towards Open-World Generation of Stereo Images and Unsupervised Matching
    ICCV 2025 ·
    Feng Qiao
    ,
    Zhexiao Xiong
    ,
    Eric Xing
    , Nathan Jacobs
  14. good4cir: Generating Detailed Synthetic Captions for Composed Image Retrieval
    CVPR 2025 ·
    Pranavi Kolouju
    ,
    Eric Xing
    ,
    Robert Pless
    , Nathan Jacobs,
    Abby Stylianou
  15. FroSSL: Frobenius Norm Minimization for Efficient Multiview Self-supervised Learning
    ECCV 2024 ·
    Oscar Skean
    ,
    Aayush Dhakal
    , Nathan Jacobs,
    Luis Gonzalo Sánchez Giraldo
  16. GOMAA-Geo: GOal Modality Agnostic Active Geo-localization
    NeurIPS 2024 ·
    Anindya Sarkar
    ,
    Srikumar Sastry
    ,
    Aleksis Pirinen
    ,
    Chongjie Zhang
    , Nathan Jacobs,
    Yevgeniy Vorobeychik
  17. GeoSynth: Contextually-Aware High-Resolution Satellite Image Synthesis
    CVPR 2024 ·
    Srikumar Sastry
    ,
    Subash Khanal
    ,
    Aayush Dhakal
    , Nathan Jacobs
  18. Geospatial Active Search for Preventing Evictions
    AAMAS 2024 ·
    Anindya Sarkar
    ,
    Alex DiChristofano
    ,
    Sanmay Das
    ,
    Patrick J. Fowler
    , Nathan Jacobs,
    Yevgeniy Vorobeychik
  19. PSM: Learning Probabilistic Embeddings for Multi-scale Zero-Shot Soundscape Mapping
    ACM MM 2024 ·
    Subash Khanal
    ,
    Eric Xing
    ,
    Srikumar Sastry
    ,
    Aayush Dhakal
    ,
    Zhexiao Xiong
    ,
    Adeel Ahmad
    , Nathan Jacobs
  20. Sat2Cap: Mapping Fine-Grained Textual Descriptions from Satellite Images
    CVPR 2024 ·
    Aayush Dhakal
    ,
    Adeel Ahmad
    ,
    Subash Khanal
    ,
    Srikumar Sastry
    ,
    Hannah Kerner
    , Nathan Jacobs
  21. Vision-Language Pseudo-Labels for Single-Positive Multi-Label Learning
    CVPR 2024 ·
    Xin Xing
    ,
    Zhexiao Xiong
    ,
    Abby Stylianou
    ,
    Srikumar Sastry
    ,
    Liyu Gong
    , Nathan Jacobs