Imagen de Portada

Feature Projection Learning for Better Vision-Language Reasoning

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Zhang, Yi, Lin, Weicheng, Zhang, Liang-Jie
Formato:	Preprint
Publicado:	2026
Materias:	Computer Vision and Pattern Recognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

NODE-Adapter: Neural Ordinary Differential Equations for Better Vision-Language Reasoning
por: Zhang, Yi, et al.
Publicado: (2024)

CLIP-Adapter: Better Vision-Language Models with Feature Adapters
por: Gao, Peng, et al.
Publicado: (2021)

Making Large Language Models Better Planners with Reasoning-Decision Alignment
por: Huang, Zhijian, et al.
Publicado: (2024)

RESTORE: Towards Feature Shift for Vision-Language Prompt Learning
por: Yang, Yuncheng, et al.
Publicado: (2024)

Learning Visual Grounding from Generative Vision and Language Model
por: Wang, Shijie, et al.
Publicado: (2024)

WeThink: Toward General-purpose Vision-Language Reasoning via Reinforcement Learning
por: Yang, Jie, et al.
Publicado: (2025)

Are Bigger Encoders Always Better in Vision Large Models?
por: Li, Bozhou, et al.
Publicado: (2024)

Actional Atomic-Concept Learning for Demystifying Vision-Language Navigation
por: Lin, Bingqian, et al.
Publicado: (2023)

Sherlock: Self-Correcting Reasoning in Vision-Language Models
por: Ding, Yi, et al.
Publicado: (2025)

Conceptual Codebook Learning for Vision-Language Models
por: Zhang, Yi, et al.
Publicado: (2024)

Selective Vision-Language Subspace Projection for Few-shot CLIP
por: Zhu, Xingyu, et al.
Publicado: (2024)

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning
por: Liang, Dayong, et al.
Publicado: (2025)

Vision-Language Memory for Spatial Reasoning
por: Liu, Zuntao, et al.
Publicado: (2025)

Concept-Guided Prompt Learning for Generalization in Vision-Language Models
por: Zhang, Yi, et al.
Publicado: (2024)

Learn "No" to Say "Yes" Better: Improving Vision-Language Models via Negations
por: Singh, Jaisidh, et al.
Publicado: (2024)

From Rays to Projections: Better Inputs for Feed-Forward View Synthesis
por: Wu, Zirui, et al.
Publicado: (2026)

PeRL: Permutation-Enhanced Reinforcement Learning for Interleaved Vision-Language Reasoning
por: Zhang, Yizhen, et al.
Publicado: (2025)

DriveMA: Driving Vision-Language-Action Models with verifiable Meta-Actions
por: Zheng, Weicheng, et al.
Publicado: (2026)

Revisiting Efficient Semantic Segmentation: Learning Offsets for Better Spatial and Class Feature Alignment
por: Zhang, Shi-Chen, et al.
Publicado: (2025)

Learning to Reason in 4D: Dynamic Spatial Understanding for Vision Language Models
por: Zhou, Shengchao, et al.
Publicado: (2025)

Keep it SymPL: Symbolic Projective Layout for Allocentric Spatial Reasoning in Vision-Language Models
por: Jang, Jaeyun, et al.
Publicado: (2026)

Better Tokens for Better 3D: Advancing Vision-Language Modeling in 3D Medical Imaging
por: Hamamci, Ibrahim Ethem, et al.
Publicado: (2025)

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

Test-time Distribution Learning Adapter for Cross-modal Visual Reasoning
por: Zhang, Yi, et al.
Publicado: (2024)

Think-as-You-See: Streaming Chain-of-Thought Reasoning for Large Vision-Language Models
por: Zhang, Jialiang, et al.
Publicado: (2026)

From Flatland to Space: Teaching Vision-Language Models to Perceive and Reason in 3D
por: Zhang, Jiahui, et al.
Publicado: (2025)

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection
por: Zhu, Wenjie, et al.
Publicado: (2025)

Chain-of-Spot: Interactive Reasoning Improves Large Vision-Language Models
por: Liu, Zuyan, et al.
Publicado: (2024)

Cascade Prompt Learning for Vision-Language Model Adaptation
por: Wu, Ge, et al.
Publicado: (2024)

InternSpatial: A Comprehensive Dataset for Spatial Reasoning in Vision-Language Models
por: Deng, Nianchen, et al.
Publicado: (2025)

Steering Vision-Language Pre-trained Models for Incremental Face Presentation Attack Detection
por: Li, Haoze, et al.
Publicado: (2025)

MIND-Edit: MLLM Insight-Driven Editing via Language-Vision Projection
por: Wang, Shuyu, et al.
Publicado: (2025)

G1: Bootstrapping Perception and Reasoning Abilities of Vision-Language Model via Reinforcement Learning
por: Chen, Liang, et al.
Publicado: (2025)

Vision Language Models Are Not (Yet) Spelling Correctors
por: Liang, Junhong, et al.
Publicado: (2025)

UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language Models
por: Liang, Jiachen, et al.
Publicado: (2024)

Training-Free Test-Time Adaptation with Brownian Distance Covariance in Vision-Language Models
por: Zhang, Yi, et al.
Publicado: (2026)

VidEmo: Affective-Tree Reasoning for Emotion-Centric Video Foundation Models
por: Zhang, Zhicheng, et al.
Publicado: (2025)

ChainV: Atomic Visual Hints Make Multimodal Reasoning Shorter and Better
por: Zhang, Yuan, et al.
Publicado: (2025)

FeTT: Continual Class Incremental Learning via Feature Transformation Tuning
por: Qiang, Sunyuan, et al.
Publicado: (2024)

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning
por: Liu, Chenghao, et al.
Publicado: (2025)