Imagen de Portada

Hydra: An Agentic Reasoning Approach for Enhancing Adversarial Robustness and Mitigating Hallucinations in Vision-Language Models

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Chung-En, Yu, Hsuan-Chih, Chen, Jalaian, Brian, Bastian, Nathaniel D.
Formato:	Preprint
Publicado:	2025
Materias:	Computer Vision and Pattern Recognition Artificial Intelligence Multiagent Systems
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

ORCA: An Agentic Reasoning Framework for Hallucination and Adversarial Robustness in Vision-Language Models
por: Yu, Chung-En Johnny, et al.
Publicado: (2025)

Visual Reasoning Agent: Robust Vision Systems in Remote Sensing via Inference-Time Scaling
por: Yu, Chung-En Johnny, et al.
Publicado: (2025)

SCoOP: Semantic Consistent Opinion Pooling for Uncertainty Quantification in Multiple Vision-Language Model Systems
por: Yu, Chung-En Johnny, et al.
Publicado: (2026)

Visual Multi-Agent System: Mitigating Hallucination Snowballing via Visual Flow
por: Yu, Xinlei, et al.
Publicado: (2025)

Gen-n-Val: Agentic Image Data Generation and Validation
por: Huang, Jing-En, et al.
Publicado: (2025)

Enhancing Agentic Autonomous Scientific Discovery with Vision-Language Model Capabilities
por: Gandhi, Kahaan, et al.
Publicado: (2025)

ReCCur: A Recursive Corner-Case Curation Framework for Robust Vision-Language Understanding in Open and Edge Scenarios
por: Wei, Yihan, et al.
Publicado: (2026)

Autonomous Computer Vision Development with Agentic AI
por: Kim, Jin, et al.
Publicado: (2025)

Enhancing CLIP Robustness via Cross-Modality Alignment
por: Zhu, Xingyu, et al.
Publicado: (2025)

Chain-of-Anomaly Thoughts with Large Vision-Language Models
por: Domingos, Pedro, et al.
Publicado: (2025)

AIDE: Agentically Improve Visual Language Model with Domain Experts
por: Chiu, Ming-Chang, et al.
Publicado: (2025)

RadAgents: Multimodal Agentic Reasoning for Chest X-ray Interpretation with Radiologist-like Workflows
por: Zhang, Kai, et al.
Publicado: (2025)

EH-Benchmark Ophthalmic Hallucination Benchmark and Agent-Driven Top-Down Traceable Reasoning Workflow
por: Pan, Xiaoyu, et al.
Publicado: (2025)

Concept-RuleNet: Grounded Multi-Agent Neurosymbolic Reasoning in Vision Language Models
por: Sinha, Sanchit, et al.
Publicado: (2025)

An Agentic System for Rare Disease Diagnosis with Traceable Reasoning
por: Zhao, Weike, et al.
Publicado: (2025)

Sentinel: Embodied Cooperative Spatial Reasoning and Planning
por: Lin, Xiangye, et al.
Publicado: (2026)

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning
por: Lu, Pan, et al.
Publicado: (2025)

TRACE: A Self-Improving Framework for Robot Behavior Forecasting with Vision-Language Models
por: Puthumanaillam, Gokul, et al.
Publicado: (2025)

VQQA: An Agentic Approach for Video Evaluation and Quality Improvement
por: Song, Yiwen, et al.
Publicado: (2026)

Agentic-J: An AI Agent for Biological Microscopy Image Analysis
por: Johanns, Lukas, et al.
Publicado: (2026)

Learning Collective Dynamics of Multi-Agent Systems using Event-based Vision
por: Lee, Minah, et al.
Publicado: (2024)

MAG-3D: Multi-Agent Grounded Reasoning for 3D Understanding
por: Zheng, Henry, et al.
Publicado: (2026)

A Multi-Agent Perception-Action Alliance for Efficient Long Video Reasoning
por: Xu, Yichang, et al.
Publicado: (2026)

AstroVLM: Expert Multi-agent Collaborative Reasoning for Astronomical Imaging Quality Diagnosis
por: Han, Yaohui, et al.
Publicado: (2026)

Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks
por: Gosmar, Diego, et al.
Publicado: (2025)

ProCrit: Self-Elicited Multi-Perspective Reasoning with Critic-Guided Revision for Multimodal Sarcasm Detection
por: Xu, Yingjia, et al.
Publicado: (2026)

AgentCVR: Active Multi-Agent Cross-Video Reasoning via Script-Simulated Reinforcement Learning
por: Qiu, Yilun, et al.
Publicado: (2026)

Analyze-Prompt-Reason: A Collaborative Agent-Based Framework for Multi-Image Vision-Language Reasoning
por: Vlachos, Angelos, et al.
Publicado: (2025)

Second Order State Hallucinations for Adversarial Attack Mitigation in Formation Control of Multi-Agent Systems
por: Patel, Laksh, et al.
Publicado: (2025)

TranSPORTmer: A Holistic Approach to Trajectory Understanding in Multi-Agent Sports
por: Capellera, Guillem, et al.
Publicado: (2024)

See it. Say it. Sorted: Agentic System for Compositional Diagram Generation
por: Zhang, Hantao, et al.
Publicado: (2025)

PhotoFlow: Agentic 3D Virtual Photography Missions
por: Guo, Jiarui, et al.
Publicado: (2026)

V2X-DGPE: Addressing Domain Gaps and Pose Errors for Robust Collaborative 3D Object Detection
por: Wang, Sichao, et al.
Publicado: (2025)

ARGOS: Who, Where, and When in Agentic Multi-Camera Person Search
por: Kim, Myungchul, et al.
Publicado: (2026)

Med-GRIM: Enhanced Zero-Shot Medical VQA using prompt-embedded Multimodal Graph RAG
por: Madavan, Rakesh Raj, et al.
Publicado: (2025)

A Case Study of Counting the Number of Unique Users in Linear and Non-Linear Trails -- A Multi-Agent System Approach
por: Rahman, Tanvir
Publicado: (2025)

Hallucination Mitigation with Agentic AI, Nested Learning, and AI Sustainability via Semantic Caching
por: Gosmar, Diego, et al.
Publicado: (2026)

Active Scout: Multi-Target Tracking Using Neural Radiance Fields in Dense Urban Environments
por: Hsu, Christopher D., et al.
Publicado: (2024)

V-Agent: An Interactive Video Search System Using Vision-Language Models
por: Park, SunYoung, et al.
Publicado: (2025)

SPACE: 3D Spatial Co-operation and Exploration Framework for Robust Mapping and Coverage with Multi-Robot Systems
por: Ghanta, Sai Krishna, et al.
Publicado: (2024)