Author

Jianwei Zhang

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Jul 2026

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models

Unified Multimodal Large Language Models (MLLMs) offer a promising paradigm for unifying visual understanding and generation, yet they still struggle to follow complex spatial instructions and logical constraints in controllable image generation. To address this gap, we present ATLAS, a unified framework that equips ML...

Junhao Liu, Jianwei Zhang, Tao Huang et al. · arXiv.org · 1 citation

Jul 2026

Twins: Learn to Predict Unified Representations with Focal Loss

Twin, a unified continuous token space formed by channel-wise concatenating ViT and VAE features on the same token grid, so the sequence length is unchanged and attention cost does not increase is proposed, which performs competitively on multimodal understanding benchmarks and improves reconstruction fidelity.

Kaixiong Gong, Xin Cai, Bin Lin et al. · arXiv.org · 0 citations