Imagen de Portada

GeoFlowVLM: Geometry-Aware Joint Uncertainty for Frozen Vision-Language Embedding

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Nautiyal, Mayank, Ju, Li, Hellander, Andreas, Vats, Ekta, Singh, Prashant
Formato:	Preprint
Publicado:	2026
Materias:	Machine Learning
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Epistemic Uncertainty Quantification for Pre-trained VLMs via Riemannian Flow Matching
por: Ju, Li, et al.
Publicado: (2026)

ConDiSim: Conditional Diffusion Models for Simulation Based Inference
por: Nautiyal, Mayank, et al.
Publicado: (2025)

Variational Autoencoders for Efficient Simulation-Based Inference
por: Nautiyal, Mayank, et al.
Publicado: (2024)

Exploiting the Asymmetric Uncertainty Structure of Pre-trained VLMs on the Unit Hypersphere
por: Ju, Li, et al.
Publicado: (2025)

OneFlowSBI: One Model, Many Queries for Simulation-Based Inference
por: Nautiyal, Mayank, et al.
Publicado: (2026)

PARIC: Probabilistic Attention Regularization for Language Guided Image Classification from Pre-trained Vison Language Models
por: Nautiyal, Mayank, et al.
Publicado: (2025)

Probabilistic Embeddings for Frozen Vision-Language Models: Uncertainty Quantification with Gaussian Process Latent Variable Models
por: Venkataramanan, Aishwarya, et al.
Publicado: (2025)

BendVLM: Test-Time Debiasing of Vision-Language Embeddings
por: Gerych, Walter, et al.
Publicado: (2024)

$\texttt{InfoHier}$: Hierarchical Information Extraction via Encoding and Embedding
por: Zhang, Tianru, et al.
Publicado: (2025)

Uncertainty-Aware Flow Field Reconstruction Using SVGP Kolmogorov-Arnold Networks
por: Ju, Y. Sungtaek
Publicado: (2025)

Toward efficient resource utilization at edge nodes in federated learning
por: Alawadi, Sadi, et al.
Publicado: (2023)

Cross-Modal Redundancy and the Geometry of Vision-Language Embeddings
por: Dhimoïla, Grégoire, et al.
Publicado: (2026)

ELF: Embedded Language Flows
por: Hu, Keya, et al.
Publicado: (2026)

DriVLM: Domain Adaptation of Vision-Language Models in Autonomous Driving
por: Zheng, Xuran, et al.
Publicado: (2025)

Geometry-Aware Uncertainty Quantification via Conformal Prediction on Manifolds
por: Shahbazi, Marzieh Amiri, et al.
Publicado: (2026)

Uncertainty-Aware Vision-Language Segmentation for Medical Imaging
por: Das, Aryan, et al.
Publicado: (2026)

ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings
por: Hao, Shibo, et al.
Publicado: (2023)

Parallel Corpora for Machine Translation in Low-resource Indic Languages: A Comprehensive Review
por: Raja, Rahul, et al.
Publicado: (2025)

FastVLM: Efficient Vision Encoding for Vision Language Models
por: Vasu, Pavan Kumar Anasosalu, et al.
Publicado: (2024)

AsymVLM: Asymmetric Token Pruning for Efficient Vision-Language Model Inference
por: Feng, Yilin, et al.
Publicado: (2026)

VLM Q-Learning: Aligning Vision-Language Models for Interactive Decision-Making
por: Grigsby, Jake, et al.
Publicado: (2025)

CF-VLM:CounterFactual Vision-Language Fine-tuning
por: Zhang, Jusheng, et al.
Publicado: (2025)

Where Does Toxicity Live? Mechanistic Localization and Targeted Suppression in Language Models
por: Beniwal, Himanshu, et al.
Publicado: (2026)

Geometry-Aware Normalizing Wasserstein Flows for Optimal Causal Inference
por: Hou, Kaiwen
Publicado: (2023)

Unmask It! AI-Generated Product Review Detection in Dravidian Languages
por: De, Somsubhra, et al.
Publicado: (2025)

CAPSULE: Control-Theoretic Action Perturbations for Safe Uncertainty-Aware Reinforcement Learning
por: Narava, Rahul, et al.
Publicado: (2026)

Geometry-Aware Backdoor Attacks: Leveraging Curvature in Hyperbolic Embeddings
por: Baheri, Ali
Publicado: (2025)

Uncertainty-Aware Distribution-to-Distribution Flow Matching for Scientific Imaging
por: Wu, Dongxia, et al.
Publicado: (2026)

Lost in State Space: Probing Frozen Mamba Representations
por: Wagh, Bhagyashree, et al.
Publicado: (2026)

Beyond Nearest Neighbors: Semantic Compression and Graph-Augmented Retrieval for Enhanced Vector Search
por: Raja, Rahul, et al.
Publicado: (2025)

Counterfactual Risk Minimization with IPS-Weighted BPR and Self-Normalized Evaluation in Recommender Systems
por: Raja, Rahul, et al.
Publicado: (2025)

GeoRA: Geometry-Aware Low-Rank Adaptation for RLVR
por: Zhang, Jiaying, et al.
Publicado: (2026)

FastVLM: Self-Speculative Decoding for Fast Vision-Language Model Inference
por: Bajpai, Divya Jyoti, et al.
Publicado: (2025)

GFlowVLM: Enhancing Multi-step Reasoning in Vision-Language Models with Generative Flow Networks
por: Kang, Haoqiang, et al.
Publicado: (2025)

Temporal Context Awareness: A Defense Framework Against Multi-turn Manipulation Attacks on Large Language Models
por: Kulkarni, Prashant, et al.
Publicado: (2025)

A Geometry-Aware Algorithm to Learn Hierarchical Embeddings in Hyperbolic Space
por: Wang, Zhangyu, et al.
Publicado: (2024)

Dodgersort: Uncertainty-Aware VLM-Guided Human-in-the-Loop Pairwise Ranking
por: Park, Yujin, et al.
Publicado: (2026)

Multimedia-Aware Question Answering: A Review of Retrieval and Cross-Modal Reasoning Architectures
por: Raja, Rahul, et al.
Publicado: (2025)

Riemannian Flow Matching for Brain Connectivity Matrices via Pullback Geometry
por: Collas, Antoine, et al.
Publicado: (2025)

Practical Feasibility of Gradient Inversion Attacks in Federated Learning
por: Valadi, Viktor, et al.
Publicado: (2025)