Cover Image

GaussianVision: Vision-Language Alignment from Compressed Image Representations using 2D Gaussian Splatting

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Omri, Yasmine, Ding, Connor, Weissman, Tsachy, Tambe, Thierry
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Token Sequence Compression for Efficient Multimodal Computing
by: Omri, Yasmine, et al.
Published: (2025)

GaussianImage++: Boosted Image Representation and Compression with 2D Gaussian Splatting
by: Li, Tiantian, et al.
Published: (2025)

3D Vision-Language Gaussian Splatting
by: Peng, Qucheng, et al.
Published: (2024)

GaussianImage: 1000 FPS Image Representation and Compression by 2D Gaussian Splatting
by: Zhang, Xinjie, et al.
Published: (2024)

2D Gaussian Splatting with Semantic Alignment for Image Inpainting
by: Li, Hongyu, et al.
Published: (2025)

CLIP-GS: Unifying Vision-Language Representation with 3D Gaussian Splatting
by: Jiao, Siyu, et al.
Published: (2024)

SIMSplat: Predictive Driving Scene Editing with Language-aligned 4D Gaussian Splatting
by: Park, Sung-Yeon, et al.
Published: (2025)

UnitedVLN: Generalizable Gaussian Splatting for Continuous Vision-Language Navigation
by: Dai, Guangzhao, et al.
Published: (2024)

VTCBench: Can Vision-Language Models Understand Long Context with Vision-Text Compression?
by: Zhao, Hongbo, et al.
Published: (2025)

Large Images are Gaussians: High-Quality Large Image Representation with Levels of 2D Gaussian Splatting
by: Zhu, Lingting, et al.
Published: (2025)

What's in the Image? A Deep-Dive into the Vision of Vision Language Models
by: Kaduri, Omri, et al.
Published: (2024)

Seeing Through Words, Speaking Through Pixels: Deep Representational Alignment Between Vision and Language Models
by: He, Zoe Wanying, et al.
Published: (2025)

LVLM-Compress-Bench: Benchmarking the Broader Impact of Large Vision-Language Model Compression
by: Kundu, Souvik, et al.
Published: (2025)

Superpixel Semantics Representation and Pre-training for Vision-Language Task
by: Zhang, Siyu, et al.
Published: (2023)

GaussianToken: An Effective Image Tokenizer with 2D Gaussian Splatting
by: Dong, Jiajun, et al.
Published: (2025)

GaussianVideo: Efficient Video Representation and Compression by Gaussian Splatting
by: Lee, Inseo, et al.
Published: (2025)

Gen-LangSplat: Generalized Language Gaussian Splatting with Pre-Trained Feature Compression
by: Saxena, Pranav
Published: (2025)

SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Model
by: Zhang, Yongting, et al.
Published: (2024)

AttAnchor: Guiding Cross-Modal Token Alignment in VLMs with Attention Anchors
by: Zhang, Junyang, et al.
Published: (2025)

ThermalGaussian: Thermal 3D Gaussian Splatting
by: Lu, Rongfeng, et al.
Published: (2024)

Enhancing Financial VQA in Vision Language Models using Intermediate Structured Representations
by: Srivastava, Archita, et al.
Published: (2025)

CompMarkGS: Robust Watermarking for Compressed 3D Gaussian Splatting
by: In, Sumin, et al.
Published: (2025)

Vision Token Reduction via Attention-Driven Self-Compression for Efficient Multimodal Large Language Models
by: Deniz, Omer Faruk, et al.
Published: (2026)

SceneSplat: Gaussian Splatting-based Scene Understanding with Vision-Language Pretraining
by: Li, Yue, et al.
Published: (2025)

PLA4D: Pixel-Level Alignments for Text-to-4D Gaussian Splatting
by: Miao, Qiaowei, et al.
Published: (2024)

Feedback-Driven Vision-Language Alignment with Minimal Human Supervision
by: Giannone, Giorgio, et al.
Published: (2025)

Unified Vision-Language Modeling via Concept Space Alignment
by: Qiu, Yifu, et al.
Published: (2026)

Layer-wise Alignment: Examining Safety Alignment Across Image Encoder Layers in Vision Language Models
by: Bachu, Saketh, et al.
Published: (2024)

Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language Representations
by: Geigle, Gregor, et al.
Published: (2023)

WildVision: Evaluating Vision-Language Models in the Wild with Human Preferences
by: Lu, Yujie, et al.
Published: (2024)

VEGA: Learning Interleaved Image-Text Comprehension in Vision-Language Large Models
by: Zhou, Chenyu, et al.
Published: (2024)

StableGS: A Floater-Free Framework for 3D Gaussian Splatting
by: Wang, Luchao, et al.
Published: (2025)

AlignMMBench: Evaluating Chinese Multimodal Alignment in Large Vision-Language Models
by: Wu, Yuhang, et al.
Published: (2024)

Hi-LSplat: Hierarchical 3D Language Gaussian Splatting
by: Zhan, Chenlu, et al.
Published: (2025)

Vision-centric Token Compression in Large Language Model
by: Xing, Ling, et al.
Published: (2025)

Image-Conditioned 3D Gaussian Splat Quantization
by: Liu, Xinshuang, et al.
Published: (2025)

GaussianVLM: Scene-centric 3D Vision-Language Models using Language-aligned Gaussian Splats for Embodied Reasoning and Beyond
by: Halacheva, Anna-Maria, et al.
Published: (2025)

ExtrinSplat: Decoupling Geometry and Semantics for Open-Vocabulary Understanding in 3D Gaussian Splatting
by: Ding, Jiayu, et al.
Published: (2025)

Panoptic Vision-Language Feature Fields
by: Chen, Haoran, et al.
Published: (2023)

Survey on Vision-Language-Action Models
by: Adilkhanov, Adilzhan, et al.
Published: (2025)