UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All
Fuente:
arXiv
Saved in:
| Main Authors: | Lyu, Yuanhuiyi, Zheng, Xu, Zhou, Jiazhou, Wang, Lin |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
EventBind: Learning a Unified Representation to Bind Them All for Event-based Open-world Understanding
by: Zhou, Jiazhou, et al.
Published: (2023)
by: Zhou, Jiazhou, et al.
Published: (2023)
OmniBind: Teach to Build Unequal-Scale Modality Interaction for Omni-Bind of All
by: Lyu, Yuanhuiyi, et al.
Published: (2024)
by: Lyu, Yuanhuiyi, et al.
Published: (2024)
Centering the Value of Every Modality: Towards Efficient and Resilient Modality-agnostic Semantic Segmentation
by: Zheng, Xu, et al.
Published: (2024)
by: Zheng, Xu, et al.
Published: (2024)
ExACT: Language-guided Conceptual Reasoning and Uncertainty Estimation for Event-based Action Recognition and More
by: Zhou, Jiazhou, et al.
Published: (2024)
by: Zhou, Jiazhou, et al.
Published: (2024)
BrightDreamer: Generic 3D Gaussian Generative Framework for Fast Text-to-3D Synthesis
by: Jiang, Lutao, et al.
Published: (2024)
by: Jiang, Lutao, et al.
Published: (2024)
Learning Modality-agnostic Representation for Semantic Segmentation from Any Modalities
by: Zheng, Xu, et al.
Published: (2024)
by: Zheng, Xu, et al.
Published: (2024)
MAGIC++: Efficient and Resilient Modality-Agnostic Semantic Segmentation via Hierarchical Modality Selection
by: Zheng, Xu, et al.
Published: (2024)
by: Zheng, Xu, et al.
Published: (2024)
EIT-1M: One Million EEG-Image-Text Pairs for Human Visual-textual Recognition and More
by: Zheng, Xu, et al.
Published: (2024)
by: Zheng, Xu, et al.
Published: (2024)
OmniBind: Large-scale Omni Multimodal Representation via Binding Spaces
by: Wang, Zehan, et al.
Published: (2024)
by: Wang, Zehan, et al.
Published: (2024)
Image Anything: Towards Reasoning-coherent and Training-free Multi-modal Image Generation
by: Lyu, Yuanhuiyi, et al.
Published: (2024)
by: Lyu, Yuanhuiyi, et al.
Published: (2024)
Charge: A Comprehensive Novel View Synthesis Benchmark and Dataset to Bind Them All
by: Nazarczuk, Michal, et al.
Published: (2025)
by: Nazarczuk, Michal, et al.
Published: (2025)
Chasing Day and Night: Towards Robust and Efficient All-Day Object Detection Guided by an Event Camera
by: Cao, Jiahang, et al.
Published: (2023)
by: Cao, Jiahang, et al.
Published: (2023)
Binding Touch to Everything: Learning Unified Multimodal Tactile Representations
by: Yang, Fengyu, et al.
Published: (2024)
by: Yang, Fengyu, et al.
Published: (2024)
T-Rex-Omni: Integrating Negative Visual Prompt in Generic Object Detection
by: Zhou, Jiazhou, et al.
Published: (2025)
by: Zhou, Jiazhou, et al.
Published: (2025)
Box It to Bind It: Unified Layout Control and Attribute Binding in T2I Diffusion Models
by: Taghipour, Ashkan, et al.
Published: (2024)
by: Taghipour, Ashkan, et al.
Published: (2024)
One Framework to Rule Them All: Unifying Multimodal Tasks with LLM Neural-Tuning
by: Sun, Hao, et al.
Published: (2024)
by: Sun, Hao, et al.
Published: (2024)
PASS: Path-selective State Space Model for Event-based Recognition
by: Zhou, Jiazhou, et al.
Published: (2024)
by: Zhou, Jiazhou, et al.
Published: (2024)
FreeBind: Free Lunch in Unified Multimodal Space via Knowledge Fusion
by: Wang, Zehan, et al.
Published: (2024)
by: Wang, Zehan, et al.
Published: (2024)
CodeBind: Decoupled Representation Learning for Multimodal Alignment with Unified Compositional Codebook
by: Chen, Zeyu, et al.
Published: (2026)
by: Chen, Zeyu, et al.
Published: (2026)
TaxaBind: A Unified Embedding Space for Ecological Applications
by: Sastry, Srikumar, et al.
Published: (2024)
by: Sastry, Srikumar, et al.
Published: (2024)
UniLight: A Unified Representation for Lighting
by: Zhang, Zitian, et al.
Published: (2025)
by: Zhang, Zitian, et al.
Published: (2025)
UniADC: A Unified Framework for Anomaly Detection and Classification
by: Zhang, Ximiao, et al.
Published: (2025)
by: Zhang, Ximiao, et al.
Published: (2025)
Understanding-in-Generation: Reinforcing Generative Capability of Unified Model via Infusing Understanding into Generation
by: Lyu, Yuanhuiyi, et al.
Published: (2025)
by: Lyu, Yuanhuiyi, et al.
Published: (2025)
UniCom: Unified Multimodal Modeling via Compressed Continuous Semantic Representations
by: Zhao, Yaqi, et al.
Published: (2026)
by: Zhao, Yaqi, et al.
Published: (2026)
UniArt: Unified 3D Representation for Generating 3D Articulated Objects with Open-Set Articulation
by: Jin, Bu, et al.
Published: (2025)
by: Jin, Bu, et al.
Published: (2025)
MoBind: Motion Binding for Fine-Grained IMU-Video Pose Alignment
by: Nguyen, Duc Duy, et al.
Published: (2026)
by: Nguyen, Duc Duy, et al.
Published: (2026)
RoboUniView: Visual-Language Model with Unified View Representation for Robotic Manipulation
by: Liu, Fanfan, et al.
Published: (2024)
by: Liu, Fanfan, et al.
Published: (2024)
One Patch to Caption Them All: A Unified Zero-Shot Captioning Framework
by: Bianchi, Lorenzo, et al.
Published: (2025)
by: Bianchi, Lorenzo, et al.
Published: (2025)
UniHOI: Unified Human-Object Interaction Understanding via Unified Token Space
by: Yang, Panqi, et al.
Published: (2025)
by: Yang, Panqi, et al.
Published: (2025)
Retrieval Augmented Generation and Understanding in Vision: A Survey and New Outlook
by: Zheng, Xu, et al.
Published: (2025)
by: Zheng, Xu, et al.
Published: (2025)
Parallelized Spatiotemporal Binding
by: Singh, Gautam, et al.
Published: (2024)
by: Singh, Gautam, et al.
Published: (2024)
UniViTAR: Unified Vision Transformer with Native Resolution
by: Qiao, Limeng, et al.
Published: (2025)
by: Qiao, Limeng, et al.
Published: (2025)
UniHPR: Unified Human Pose Representation via Singular Value Contrastive Learning
by: Jiang, Zhongyu, et al.
Published: (2025)
by: Jiang, Zhongyu, et al.
Published: (2025)
One RL to See Them All: Visual Triple Unified Reinforcement Learning
by: Ma, Yan, et al.
Published: (2025)
by: Ma, Yan, et al.
Published: (2025)
Uni-Animator: Towards Unified Visual Colorization
by: Chen, Xinyuan, et al.
Published: (2026)
by: Chen, Xinyuan, et al.
Published: (2026)
UniCompress: Token Compression for Unified Vision-Language Understanding and Generation
by: Wang, Ziyao, et al.
Published: (2026)
by: Wang, Ziyao, et al.
Published: (2026)
One Channel to Rule Them All: Rethinking Input Representation for Visual Place Recognition
by: Ismagilov, Timur, et al.
Published: (2026)
by: Ismagilov, Timur, et al.
Published: (2026)
UniVoxel: Fast Inverse Rendering by Unified Voxelization of Scene Representation
by: Wu, Shuang, et al.
Published: (2024)
by: Wu, Shuang, et al.
Published: (2024)
UniParser: Multi-Human Parsing with Unified Correlation Representation Learning
by: Chu, Jiaming, et al.
Published: (2023)
by: Chu, Jiaming, et al.
Published: (2023)
UniStitch: Unifying Semantic and Geometric Features for Image Stitching
by: Mei, Yuan, et al.
Published: (2026)
by: Mei, Yuan, et al.
Published: (2026)
Similar Items
-
EventBind: Learning a Unified Representation to Bind Them All for Event-based Open-world Understanding
by: Zhou, Jiazhou, et al.
Published: (2023) -
OmniBind: Teach to Build Unequal-Scale Modality Interaction for Omni-Bind of All
by: Lyu, Yuanhuiyi, et al.
Published: (2024) -
Centering the Value of Every Modality: Towards Efficient and Resilient Modality-agnostic Semantic Segmentation
by: Zheng, Xu, et al.
Published: (2024) -
ExACT: Language-guided Conceptual Reasoning and Uncertainty Estimation for Event-based Action Recognition and More
by: Zhou, Jiazhou, et al.
Published: (2024) -
BrightDreamer: Generic 3D Gaussian Generative Framework for Fast Text-to-3D Synthesis
by: Jiang, Lutao, et al.
Published: (2024)