Cover Image

Towards Unified Referring Expression Segmentation Across Omni-Level Visual Target Granularities

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Jing, Wang, Wenxuan, Zhang, Yisi, Tang, Yepeng, He, Xingjian, Guo, Longteng, Yue, Tongtian, Wang, Xinlong
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Unveiling Parts Beyond Objects:Towards Finer-Granularity Referring Expression Segmentation
by: Wang, Wenxuan, et al.
Published: (2023)

LaVi: Efficient Large Vision-Language Models via Internal Feature Modulation
by: Yue, Tongtian, et al.
Published: (2025)

Image Difference Grounding with Natural Language
by: Wang, Wenxuan, et al.
Published: (2025)

Beyond Literal Descriptions: Understanding and Locating Open-World Objects Aligned with Human Intentions
by: Wang, Wenxuan, et al.
Published: (2024)

CM-MaskSD: Cross-Modality Masked Self-Distillation for Referring Image Segmentation
by: Wang, Wenxuan, et al.
Published: (2023)

VALOR: Vision-Audio-Language Omni-Perception Pretraining Model and Dataset
by: Liu, Jing, et al.
Published: (2023)

EAVL: Explicitly Align Vision and Language for Referring Image Segmentation
by: Yan, Yichen, et al.
Published: (2023)

Diffusion Feedback Helps CLIP See Better
by: Wang, Wenxuan, et al.
Published: (2024)

SC-Tune: Unleashing Self-Consistent Referential Comprehension in Large Vision Language Models
by: Yue, Tongtian, et al.
Published: (2024)

2nd Place Solution for MeViS Track in CVPR 2024 PVUW Workshop: Motion Expression guided Video Segmentation
by: Cao, Bin, et al.
Published: (2024)

OneDiff: A Generalist Model for Image Difference Captioning
by: Hu, Erdong, et al.
Published: (2024)

BrainGPT: Unleashing the Potential of EEG Generalist Foundation Model by Autoregressive Pre-training
by: Yue, Tongtian, et al.
Published: (2024)

AdaSpark: Adaptive Sparsity for Efficient Long-Video Understanding
by: Li, Handong, et al.
Published: (2026)

Efficient Motion-Aware Video MLLM
by: Zhao, Zijia, et al.
Published: (2025)

The Instance-centric Transformer for the RVOS Track of LSVOS Challenge: 3rd Place Solution
by: Cao, Bin, et al.
Published: (2024)

Prefix Grouper: Efficient GRPO Training through Shared-Prefix Forward
by: Liu, Zikang, et al.
Published: (2025)

SciVQR: A Multidisciplinary Multimodal Benchmark for Advanced Scientific Reasoning Evaluation
by: Guo, Longteng, et al.
Published: (2026)

ChatSearch: a Dataset and a Generative Retrieval Model for General Conversational Image Retrieval
by: Zhao, Zijia, et al.
Published: (2024)

Towards Omnimodal Expressions and Reasoning in Referring Audio-Visual Segmentation
by: Ying, Kaining, et al.
Published: (2025)

Calibration & Reconstruction: Deep Integrated Language for Referring Image Segmentation
by: Yan, Yichen, et al.
Published: (2024)

Needle In A Video Haystack: A Scalable Synthetic Evaluator for Video MLLMs
by: Zhao, Zijia, et al.
Published: (2024)

Omni-Referring Image Segmentation
by: Zheng, Qiancheng, et al.
Published: (2025)

ResAgent: Entropy-based Prior Point Discovery and Visual Reasoning for Referring Expression Segmentation
by: Wang, Yihao, et al.
Published: (2026)

VRoPE: Rotary Position Embedding for Video Large Language Models
by: Liu, Zikang, et al.
Published: (2025)

Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering
by: Hao, Dongze, et al.
Published: (2024)

Ada-K Routing: Boosting the Efficiency of MoE-based LLMs
by: Yue, Tongtian, et al.
Published: (2024)

Fuse & Calibrate: A bi-directional Vision-Language Guided Framework for Referring Image Segmentation
by: Yan, Yichen, et al.
Published: (2024)

UniPixel: Unified Object Referring and Segmentation for Pixel-Level Visual Reasoning
by: Liu, Ye, et al.
Published: (2025)

OneRef: Unified One-tower Expression Grounding and Segmentation with Mask Referring Modeling
by: Xiao, Linhui, et al.
Published: (2024)

InteractiveOmni: A Unified Omni-modal Model for Audio-Visual Multi-turn Dialogue
by: Tong, Wenwen, et al.
Published: (2025)

UniGeoSeg: Towards Unified Open-World Segmentation for Geospatial Scenes
by: Ni, Shuo, et al.
Published: (2025)

Comprehension of Multilingual Expressions Referring to Target Objects in Visual Inputs
by: Nogueira, Francisco, et al.
Published: (2025)

LatentOmni: Rethinking Omni-Modal Understanding via Unified Audio-Visual Latent Reasoning
by: Dai, Yifan, et al.
Published: (2026)

UrbanNav: Learning Language-Guided Urban Navigation from Web-Scale Human Trajectories
by: Mei, Yanghong, et al.
Published: (2025)

PixelRefer: A Unified Framework for Spatio-Temporal Object Referring with Arbitrary Granularity
by: Yuan, Yuqian, et al.
Published: (2025)

OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text
by: Li, Qingyun, et al.
Published: (2024)

OmniWeaving: Towards Unified Video Generation with Free-form Composition and Reasoning
by: Pan, Kaihang, et al.
Published: (2026)

LongAV-Compass: Towards Unified Evaluation of Minute-Scale Audio-Visual Generation Across T2AV, I2AV, and V2AV
by: Liu, Tengfei, et al.
Published: (2026)

PRIMED: Adaptive Modality Suppression for Referring Audio-Visual Segmentation via Biased Competition
by: He, Yuchen, et al.
Published: (2026)

OmniVL-Guard: Towards Unified Vision-Language Forgery Detection and Grounding via Balanced RL
by: Shen, Jinjie, et al.
Published: (2026)