Cover Image

Zero-Shot Multi-Spectral Learning: Reimagining a Generalist Multimodal Gemini 2.5 Model for Remote Sensing Applications

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Mallya, Ganesh, Gigi, Yotam, Kim, Dahun, Neumann, Maxim, Beryozkin, Genady, Shekel, Tomer, Angelova, Anelia
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

RSRCC: A Remote Sensing Regional Change Comprehension Benchmark Constructed via Retrieval-Augmented Best-of-N Ranking
by: Kazoom, Roie, et al.
Published: (2026)

Unlocking Multi-Spectral Data for Multi-Modal Models with Guided Inputs and Chain-of-Thought Reasoning
by: Kim, Dahun, et al.
Published: (2026)

A Recipe for Improving Remote Sensing VLM Zero Shot Generalization
by: Barzilai, Aviad, et al.
Published: (2025)

VideoComp: Advancing Fine-Grained Compositional and Temporal Alignment in Video-Text Models
by: Kim, Dahun, et al.
Published: (2025)

Time-Scaling State-Space Models for Dense Video Captioning
by: Piergiovanni, AJ, et al.
Published: (2025)

Context-Adaptive Multi-Prompt Embedding with Large Language Models for Vision-Language Alignment
by: Kim, Dahun, et al.
Published: (2025)

Region-centric Image-Language Pretraining for Open-Vocabulary Detection
by: Kim, Dahun, et al.
Published: (2023)

RS-OVC: Open-Vocabulary Counting for Remote-Sensing Data
by: Shor, Tamir, et al.
Published: (2026)

Mirasol3B: A Multimodal Autoregressive model for time-aligned and contextual modalities
by: Piergiovanni, AJ, et al.
Published: (2023)

Whats in a Video: Factorized Autoregressive Decoding for Online Dense Video Captioning
by: Piergiovanni, AJ, et al.
Published: (2024)

On-the-Fly OVD Adaptation with FLAME: Few-shot Localization via Active Marginal-Samples Exploration
by: Refael, Yehonathan, et al.
Published: (2025)

Not Every Tree Is a Forest: Benchmarking Forest Types from Satellite Remote Sensing
by: Jiang, Yuchang, et al.
Published: (2025)

GroundSet: A Cadastral-Grounded Dataset for Spatial Understanding with Vector Data
by: Ferrod, Roger, et al.
Published: (2026)

From Few-Shot to Zero-Shot: Towards Generalist Graph Anomaly Detection
by: Liu, Yixin, et al.
Published: (2026)

Dynamic beam shaping with coherent beam combining
by: Eyal Shekel
Published: (2024)

GLiREL -- Generalist Model for Zero-Shot Relation Extraction
by: Boylan, Jack, et al.
Published: (2025)

Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification
by: Khoury, Karim El, et al.
Published: (2024)

ZoRI: Towards Discriminative Zero-Shot Remote Sensing Instance Segmentation
by: Huang, Shiqi, et al.
Published: (2024)

Zero-Shot Unsupervised and Text-Based Audio Editing Using DDPM Inversion
by: Manor, Hila, et al.
Published: (2024)

Zero-Shot Image Restoration Using Few-Step Guidance of Consistency Models (and Beyond)
by: Garber, Tomer, et al.
Published: (2024)

DiffuSAM: Diffusion Guided Zero-Shot Object Grounding for Remote Sensing Imagery
by: Sethi, Geet, et al.
Published: (2026)

Deep Semantic-Visual Alignment for Zero-Shot Remote Sensing Image Scene Classification
by: Xu, Wenjia, et al.
Published: (2024)

A Spatial-Spectral-Frequency Interactive Network for Multimodal Remote Sensing Classification
by: Liu, Hao, et al.
Published: (2025)

Masked Extended Attention for Zero-Shot Virtual Try-On In The Wild
by: Orzech, Nadav, et al.
Published: (2024)

SpectralGPT: Spectral Remote Sensing Foundation Model
by: Hong, Danfeng, et al.
Published: (2023)

Language Integration in Fine-Tuning Multimodal Large Language Models for Image-Based Regression
by: Jennings, Roy H., et al.
Published: (2025)

AgentGrounder: Zero-Shot 3D Visual Pointcloud Grounding using Multimodal Language Models
by: Huynh, Cuong, et al.
Published: (2026)

Maestro: Orchestrating Robotics Modules with Vision-Language Models for Zero-Shot Generalist Robots
by: Shi, Junyao, et al.
Published: (2025)

Kinship Across the Black Atlantic
by: Adair, Gigi
Published: (2022)

In Covid's Wake: How our Politics Failed us by StephenMacedo and FrancesLee (Princeton University Press2025), 373 Pages, Paperback
by: Gigi Foster
Published: (2026)

A razão ética e poética nos poemas de Ana Martins Marques
by: Anélia Montechiari Pietrani
Published: (2015)

APRESENTAÇÃO
by: Arlene Anélia Renk
Published: (2011)

DEDICATÓRIA
by: Arlene Anélia Renk
Published: (2017)

Carolina Maria de Jesus - Clíris: poemas recolhidos. Rio de Janeiro: Desalinho; Ganesha Cartonera, 2019
by: Anélia Montechiari Pietrani
Published: (2021)

RSVG-ZeroOV: Exploring a Training-Free Framework for Zero-Shot Open-Vocabulary Visual Grounding in Remote Sensing Images
by: Li, Ke, et al.
Published: (2025)

Advancing Multimodal Medical Capabilities of Gemini
by: Yang, Lin, et al.
Published: (2024)

Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
by: Gemini Robotics Team, et al.
Published: (2025)

Do We Really Need Specialization? Evaluating Generalist Text Embeddings for Zero-Shot Recommendation and Search
by: Attimonelli, Matteo, et al.
Published: (2025)

Turbo-DDCM: Fast and Flexible Zero-Shot Diffusion-Based Image Compression
by: Vaisman, Amit, et al.
Published: (2025)

High Spatio-Temporal-Spectral Thermal Remote Sensing
Published: (2026)