RefAlign: Representation Alignment for Reference-to-Video Generation
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Lei, Song, YuXin, Wu, Ge, Feng, Haocheng, Zhou, Hang, Wang, Jingdong, Wang, Yaxing, Yang, jian |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CoLoGen: Progressive Learning of Concept-Localization Duality for Unified Image Generation
by: Song, YuXin, et al.
Published: (2026)
by: Song, YuXin, et al.
Published: (2026)
Dense Connector for MLLMs
by: Yao, Huanjin, et al.
Published: (2024)
by: Yao, Huanjin, et al.
Published: (2024)
Re-HOLD: Video Hand Object Interaction Reenactment via adaptive Layout-instructed Diffusion Model
by: Fan, Yingying, et al.
Published: (2025)
by: Fan, Yingying, et al.
Published: (2025)
SAMA: Factorized Semantic Anchoring and Motion Alignment for Instruction-Guided Video Editing
by: Zhang, Xinyao, et al.
Published: (2026)
by: Zhang, Xinyao, et al.
Published: (2026)
DISPLAY: Directable Human-Object Interaction Video Generation via Sparse Motion Guidance and Multi-Task Auxiliary
by: Guan, Jiazhi, et al.
Published: (2026)
by: Guan, Jiazhi, et al.
Published: (2026)
RefTok: Reference-Based Tokenization for Video Generation
by: Fan, Xiang, et al.
Published: (2025)
by: Fan, Xiang, et al.
Published: (2025)
iDiT-HOI: Inpainting-based Hand Object Interaction Reenactment via Video Diffusion Transformer
by: Shen, Zhelun, et al.
Published: (2025)
by: Shen, Zhelun, et al.
Published: (2025)
Query-Kontext: An Unified Multimodal Model for Image Generation and Editing
by: Song, Yuxin, et al.
Published: (2025)
by: Song, Yuxin, et al.
Published: (2025)
MultiRef: Controllable Image Generation with Multiple Visual References
by: Chen, Ruoxi, et al.
Published: (2025)
by: Chen, Ruoxi, et al.
Published: (2025)
PhysAlign: Physics-Coherent Image-to-Video Generation through Feature and 3D Representation Alignment
by: Xiong, Zhexiao, et al.
Published: (2026)
by: Xiong, Zhexiao, et al.
Published: (2026)
RefOnce: Distilling References into a Prototype Memory for Referring Camouflaged Object Detection
by: Wu, Yu-Huan, et al.
Published: (2025)
by: Wu, Yu-Huan, et al.
Published: (2025)
RefVSR++: Exploiting Reference Inputs for Reference-based Video Super-resolution
by: Zou, Han, et al.
Published: (2023)
by: Zou, Han, et al.
Published: (2023)
Deforming Videos to Masks: Flow Matching for Referring Video Segmentation
by: Wang, Zanyi, et al.
Published: (2025)
by: Wang, Zanyi, et al.
Published: (2025)
Ref-AVS: Refer and Segment Objects in Audio-Visual Scenes
by: Wang, Yaoting, et al.
Published: (2024)
by: Wang, Yaoting, et al.
Published: (2024)
WaDi: Weight Direction-aware Distillation for One-step Image Synthesis
by: Wang, Lei, et al.
Published: (2026)
by: Wang, Lei, et al.
Published: (2026)
RefDrop: Controllable Consistency in Image or Video Generation via Reference Feature Guidance
by: Fan, Jiaojiao, et al.
Published: (2024)
by: Fan, Jiaojiao, et al.
Published: (2024)
Cosh-DiT: Co-Speech Gesture Video Synthesis via Hybrid Audio-Visual Diffusion Transformers
by: Sun, Yasheng, et al.
Published: (2025)
by: Sun, Yasheng, et al.
Published: (2025)
RefDecoder: Enhancing Visual Generation with Conditional Video Decoding
by: Fan, Xiang, et al.
Published: (2026)
by: Fan, Xiang, et al.
Published: (2026)
Semi-MedRef: Semi-Supervised Medical Referring Image Segmentation with Cross-Modal Alignment
by: Li, Yuchen, et al.
Published: (2026)
by: Li, Yuchen, et al.
Published: (2026)
Optical Flow Representation Alignment Mamba Diffusion Model for Medical Video Generation
by: Wang, Zhenbin, et al.
Published: (2024)
by: Wang, Zhenbin, et al.
Published: (2024)
RefTon: Reference person shot assist virtual Try-on
by: Li, Liuzhuozheng, et al.
Published: (2025)
by: Li, Liuzhuozheng, et al.
Published: (2025)
RefCut: Interactive Segmentation with Reference Guidance
by: Lin, Zheng, et al.
Published: (2025)
by: Lin, Zheng, et al.
Published: (2025)
Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery
by: Lin, Haonan, et al.
Published: (2024)
by: Lin, Haonan, et al.
Published: (2024)
RefReward-SR: LR-Conditioned Reward Modeling for Preference-Aligned Super-Resolution
by: Song, Yushuai, et al.
Published: (2026)
by: Song, Yushuai, et al.
Published: (2026)
AudCast: Audio-Driven Human Video Generation by Cascaded Diffusion Transformers
by: Guan, Jiazhi, et al.
Published: (2025)
by: Guan, Jiazhi, et al.
Published: (2025)
GVA: Reconstructing Vivid 3D Gaussian Avatars from Monocular Videos
by: Liu, Xinqi, et al.
Published: (2024)
by: Liu, Xinqi, et al.
Published: (2024)
EasyRef: Omni-Generalized Group Image Reference for Diffusion Models via Multimodal LLM
by: Zong, Zhuofan, et al.
Published: (2024)
by: Zong, Zhuofan, et al.
Published: (2024)
OneRef: Unified One-tower Expression Grounding and Segmentation with Mask Referring Modeling
by: Xiao, Linhui, et al.
Published: (2024)
by: Xiao, Linhui, et al.
Published: (2024)
UniAlignment: Semantic Alignment for Unified Image Generation, Understanding, Manipulation and Perception
by: Song, Xinyang, et al.
Published: (2025)
by: Song, Xinyang, et al.
Published: (2025)
RefComp: A Reference-guided Unified Framework for Unpaired Point Cloud Completion
by: Yang, Yixuan, et al.
Published: (2025)
by: Yang, Yixuan, et al.
Published: (2025)
TransRef: Multi-Scale Reference Embedding Transformer for Reference-Guided Image Inpainting
by: Liu, Taorong, et al.
Published: (2023)
by: Liu, Taorong, et al.
Published: (2023)
SlotMemory: Object-Centric KV Memory for Streaming Long-Video Generation
by: Dou, Weijia, et al.
Published: (2026)
by: Dou, Weijia, et al.
Published: (2026)
UniRef-Image-Edit: Towards Scalable and Consistent Multi-Reference Image Editing
by: Wei, Hongyang, et al.
Published: (2026)
by: Wei, Hongyang, et al.
Published: (2026)
Ref-SAM3D: Bridging SAM3D with Text for Reference 3D Reconstruction
by: Zhou, Yun, et al.
Published: (2025)
by: Zhou, Yun, et al.
Published: (2025)
AR-CoPO: Align Autoregressive Video Generation with Contrastive Policy Optimization
by: He, Dailan, et al.
Published: (2026)
by: He, Dailan, et al.
Published: (2026)
MonoFormer: One Transformer for Both Diffusion and Autoregression
by: Zhao, Chuyang, et al.
Published: (2024)
by: Zhao, Chuyang, et al.
Published: (2024)
Ref-Adv: Exploring MLLM Visual Reasoning in Referring Expression Tasks
by: Dong, Qihua, et al.
Published: (2026)
by: Dong, Qihua, et al.
Published: (2026)
FineCops-Ref: A new Dataset and Task for Fine-Grained Compositional Referring Expression Comprehension
by: Liu, Junzhuo, et al.
Published: (2024)
by: Liu, Junzhuo, et al.
Published: (2024)
Leveraging Text Localization for Scene Text Removal via Text-aware Masked Image Modeling
by: Wang, Zixiao, et al.
Published: (2024)
by: Wang, Zixiao, et al.
Published: (2024)
TrackRef3D: Multi-View Consistent Track-then-Label for Open-World Referring Segmentation in 3D Gaussian Splatting
by: Tan, Yuyang, et al.
Published: (2026)
by: Tan, Yuyang, et al.
Published: (2026)
Similar Items
-
CoLoGen: Progressive Learning of Concept-Localization Duality for Unified Image Generation
by: Song, YuXin, et al.
Published: (2026) -
Dense Connector for MLLMs
by: Yao, Huanjin, et al.
Published: (2024) -
Re-HOLD: Video Hand Object Interaction Reenactment via adaptive Layout-instructed Diffusion Model
by: Fan, Yingying, et al.
Published: (2025) -
SAMA: Factorized Semantic Anchoring and Motion Alignment for Instruction-Guided Video Editing
by: Zhang, Xinyao, et al.
Published: (2026) -
DISPLAY: Directable Human-Object Interaction Video Generation via Sparse Motion Guidance and Multi-Task Auxiliary
by: Guan, Jiazhi, et al.
Published: (2026)