Copertina

Foveated Reasoning: Stateful, Action-based Visual Focusing for Vision-Language Models

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Min, Juhong, Valkov, Lazar, Petsiuk, Vitali, Souri, Hossein, Mohan, Deen Dayal
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

GoldiCLIP: The Goldilocks Approach for Balancing Explicit Supervision for Language-Image Pretraining
di: Mohan, Deen Dayal, et al.
Pubblicazione: (2026)

ARGENT: Adaptive Hierarchical Image-Text Representations
di: Huynh, Chuong, et al.
Pubblicazione: (2026)

Concept Arithmetics for Circumventing Concept Inhibition in Diffusion Models
di: Petsiuk, Vitali, et al.
Pubblicazione: (2024)

Reading in the Dark with Foveated Event Vision
di: Brander, Carl, et al.
Pubblicazione: (2025)

Policy-based Foveated Imaging and Perception
di: Xiao, Howard, et al.
Pubblicazione: (2026)

Towards Two-Stream Foveation-based Active Vision Learning
di: Ibrayev, Timur, et al.
Pubblicazione: (2024)

Look, Focus, Act: Efficient and Robust Robot Learning via Human Gaze and Foveated Vision Transformers
di: Chuang, Ian, et al.
Pubblicazione: (2025)

Vlaser: Vision-Language-Action Model with Synergistic Embodied Reasoning
di: Yang, Ganlin, et al.
Pubblicazione: (2025)

Visual Acuity Consistent Foveated Rendering towards Retinal Resolution
di: Zhang, Zhi, et al.
Pubblicazione: (2025)

ProFocus: Proactive Perception and Focused Reasoning in Vision-and-Language Navigation
di: Xue, Wei, et al.
Pubblicazione: (2026)

Focusing Where Vision Matters: Selective Training for Large Vision Language Models via Visual Information Gain
di: Lee, Seulbi, et al.
Pubblicazione: (2026)

Foveated Instance Segmentation
di: Zeng, Hongyi, et al.
Pubblicazione: (2025)

RoboMamba: Efficient Vision-Language-Action Model for Robotic Reasoning and Manipulation
di: Liu, Jiaming, et al.
Pubblicazione: (2024)

Benchmarking and Improving Large Vision-Language Models for Fundamental Visual Graph Understanding and Reasoning
di: Zhu, Yingjie, et al.
Pubblicazione: (2024)

DualCoT-VLA: Visual-Linguistic Chain of Thought via Parallel Reasoning for Vision-Language-Action Models
di: Zhong, Zhide, et al.
Pubblicazione: (2026)

TS-VLM: Text-Guided SoftSort Pooling for Vision-Language Models in Multi-View Driving Reasoning
di: Chen, Lihong, et al.
Pubblicazione: (2025)

MoReVQA: Exploring Modular Reasoning Models for Video Question Answering
di: Min, Juhong, et al.
Pubblicazione: (2024)

VLA-R1: Enhancing Reasoning in Vision-Language-Action Models
di: Ye, Angen, et al.
Pubblicazione: (2025)

DepthVLA: Enhancing Vision-Language-Action Models with Depth-Aware Spatial Reasoning
di: Yuan, Tianyuan, et al.
Pubblicazione: (2025)

VisualThink-VLA: Visual Intermediate Reasoning for Effective and Low-Latency Vision-Language-Action Policies
di: Gao, Mingjian, et al.
Pubblicazione: (2026)

Reasoning-VLA: A Fast and General Vision-Language-Action Reasoning Model for Autonomous Driving
di: Zhang, Dapeng, et al.
Pubblicazione: (2025)

StateVLM: A State-Aware Vision-Language Model for Robotic Affordance Reasoning
di: Sun, Xiaowen, et al.
Pubblicazione: (2026)

Reasoning or Pattern Matching? Probing Large Vision-Language Models with Visual Puzzles
di: Lymperaiou, Maria, et al.
Pubblicazione: (2026)

Triage: Hierarchical Visual Budgeting for Efficient Video Reasoning in Vision-Language Models
di: Wang, Anmin, et al.
Pubblicazione: (2026)

Guide, Think, Act: Interactive Embodied Reasoning in Vision-Language-Action Models
di: Ling, Yiran, et al.
Pubblicazione: (2026)

Improving Robustness of Vision-Language-Action Models by Restoring Corrupted Visual Inputs
di: Orjuela, Daniel Yezid Guarnizo, et al.
Pubblicazione: (2026)

BabyVision: Visual Reasoning Beyond Language
di: Chen, Liang, et al.
Pubblicazione: (2026)

CoT-VLA: Visual Chain-of-Thought Reasoning for Vision-Language-Action Models
di: Zhao, Qingqing, et al.
Pubblicazione: (2025)

Foveated Diffusion: Efficient Spatially Adaptive Image and Video Generation
di: Chao, Brian, et al.
Pubblicazione: (2026)

ThinkAct: Vision-Language-Action Reasoning via Reinforced Visual Latent Planning
di: Huang, Chi-Pin, et al.
Pubblicazione: (2025)

TSkel-Mamba: Temporal Dynamic Modeling via State Space Model for Human Skeleton-based Action Recognition
di: Liu, Yanan, et al.
Pubblicazione: (2025)

PatchCue: Enhancing Vision-Language Model Reasoning with Patch-Based Visual Cues
di: Qi, Yukun, et al.
Pubblicazione: (2026)

VGRP-Bench: Visual Grid Reasoning Puzzle Benchmark for Large Vision-Language Models
di: Ren, Yufan, et al.
Pubblicazione: (2025)

QUAR-VLA: Vision-Language-Action Model for Quadruped Robots
di: Ding, Pengxiang, et al.
Pubblicazione: (2023)

Do Vision-Language Transformers Exhibit Visual Commonsense? An Empirical Study of VCR
di: Li, Zhenyang, et al.
Pubblicazione: (2024)

OTTER: A Vision-Language-Action Model with Text-Aware Visual Feature Extraction
di: Huang, Huang, et al.
Pubblicazione: (2025)

DiSa: Directional Saliency-Aware Prompt Learning for Generalizable Vision-Language Models
di: Talemi, Niloufar Alipour, et al.
Pubblicazione: (2025)

Unified Vision-Language-Action Model
di: Wang, Yuqi, et al.
Pubblicazione: (2025)

PVI: Plug-in Visual Injection for Vision-Language-Action Models
di: Zhang, Zezhou, et al.
Pubblicazione: (2026)

Reason-RFT: Reinforcement Fine-Tuning for Visual Reasoning of Vision Language Models
di: Tan, Huajie, et al.
Pubblicazione: (2025)