DuplexBridge: Coordinating Understanding and Generation for Unified Image Editing
cs.CV
Submitted: 2026-10-13
Updated: 2026-10-15
Code: https://github.com/PKU-YuanGroup/WISE
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Sources
- Emerging Properties in Unified Multimodal Pretraining
- ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment
- Multimodal RewardBench 2: Evaluating Omni Reward Models for Interleaved Text and Image
- Bridging Interleaved Multi-Modal Reasoning as a Unified Decision Process
- Z-Reward: Beyond Scalar Rewards by Internalizing Reasoning into Score Distributions
- GenEval 2: Addressing Benchmark Drift in Text-to-Image Evaluation
- ThinkRL-Edit: Thinking in Reinforcement Learning for Reasoning-Centric Image Editing
- UniGRPO: Unified Policy Optimization for Reasoning-Driven Visual Generation
- Step1X-Edit: A Practical Framework for General Image Editing
- Wan-Image: Pushing the Boundaries of Generative Visual Intelligence
- DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
- RewardDance: Reward Scaling in Visual Generation
- DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing
- Uni-Edit: Intelligent Editing Is A General Task For Unified Model Tuning
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