Key papers

• VIBE: Visual Instruction Based Editor (2026)
  Grigorii Alekseenko et al.
  1.94
• Unified Thinker: A General Reasoning Modular Core for Image Generation (2026)
  Sashuai Zhou et al.
  1.94
• Ministral 3 (2026)
  Alexander H. Liu et al.
  1.94
• DanQing: An Up-to-Date Large-Scale Chinese Vision-Language Pre-training Dataset (2026)
  Hengyu Shen et al.
  1.94
• UniX: Unifying Autoregression and Diffusion for Chest X-Ray Understanding and Generation (2026)
  Ruiheng Zhang et al.
  1.94
• Unified Personalized Reward Model for Vision Generation (2026)
  Yibin Wang et al.
  1.94
• Trust Your Critic: Robust Reward Modeling and Reinforcement Learning for Faithful Image Editing and Generation (2026)
  Xiangyu Zhao et al.
  1.94
• VAREX: A Benchmark for Multi-Modal Structured Extraction from Documents (2026)
  Udi Barzelay et al.
  1.94
• Temporal Gains, Spatial Costs: Revisiting Video Fine-Tuning in Multimodal Large Language Models (2026)
  Linghao Zhang et al.
  1.94
• CREval: An Automated Interpretable Evaluation for Creative Image Manipulation under Complex Instructions (2026)
  Chonghuinan Wang et al.
  1.94
• Image Generators are Generalist Vision Learners (2026)
  Valentin Gabeur et al.
  1.94
• Delta-Adapter: Scalable Exemplar-Based Image Editing with Single-Pair Supervision (2026)
  Jiacheng Chen et al.
  1.94
• Editor's Choice: Evaluating Abstract Intent in Image Editing through Atomic Entity Analysis (2026)
  Mor Ventura et al.
  1.94
• InterleaveThinker: Reinforcing Agentic Interleaved Generation (2026)
  Dian Zheng et al.
  1.94
• Beyond Scalar Distances: Semantic Attribute Gradients from Frozen MLLMs for Visual Embeddings (2026)
  Shubhang Bhatnagar et al.
  1.94
• STARFlow2: Bridging Language Models and Normalizing Flows for Unified Multimodal Generation (2026)
  Ying Shen et al.
  1.89
• Uni-Edit: Intelligent Editing Is A General Task For Unified Model Tuning (2026)
  Dian Zheng et al.
  1.89
• ViPO: Visual Preference Optimization at Scale (2026)
  Ming Li et al.
  1.83
• CoCo: Code as CoT for Text-to-Image Preview and Rare Concept Generation (2026)
  Haodong Li et al.
  1.78
• PaperBanana: Automating Academic Illustration for AI Scientists (2026)
  Dawei Zhu et al.
  1.67
• AutoPresent: Designing Structured Visuals from Scratch (2025)
  Jiaxin Ge et al.
  1.28
• Democratizing Text-to-Image Masked Generative Models with Compact Text-Aware One-Dimensional Tokens (2025)
  Dongwon Kim et al.
  1.28
• IMAGINE-E: Image Generation Intelligence Evaluation of State-of-the-art Text-to-Image Models (2025)
  Jiayi Lei et al.
  1.28
• Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step (2025)
  Ziyu Guo et al.
  1.28
• Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity (2025)
  Weixin Liang et al.
  1.28
• TextAtlas5M: A Large-scale Dataset for Dense Text Image Generation (2025)
  Alex Jinpeng Wang et al.
  1.28
• Visual-RFT: Visual Reinforcement Fine-Tuning (2025)
  Ziyu Liu et al.
  1.28
• Teaching Metric Distance to Autoregressive Multimodal Foundational Models (2025)
  Jiwan Chung et al.
  1.28
• SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation (2025)
  Junsong Chen et al.
  1.28
• CoSTAast: Cost-Sensitive Toolpath Agent for Multi-turn Image Editing (2025)
  Advait Gupta et al.
  1.28
• CapArena: Benchmarking and Analyzing Detailed Image Captioning in the LLM Era (2025)
  Kanzhi Cheng et al.
  1.28
• Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey (2025)
  Yaoting Wang et al.
  1.28
• Beyond Words: Advancing Long-Text Image Generation via Multimodal Autoregressive Models (2025)
  Alex Jinpeng Wang et al.
  1.28
• GPT-ImgEval: A Comprehensive Benchmark for Diagnosing GPT4o in Image Generation (2025)
  Zhiyuan Yan et al.
  1.28
• MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models (2025)
  Wulin Xie et al.
  1.28
• SmolVLM: Redefining small and efficient multimodal models (2025)
  Andrés Marafioti et al.
  1.28
• In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer (2025)
  Zechuan Zhang et al.
  1.28
• YoChameleon: Personalized Vision and Language Generation (2025)
  Thao Nguyen et al.
  1.28
• UniBiomed: A Universal Foundation Model for Grounded Biomedical Image Interpretation (2025)
  Linshan Wu et al.
  1.28
• BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset (2025)
  Jiuhai Chen et al.
  1.28
• MMIG-Bench: Towards Comprehensive and Explainable Evaluation of Multi-Modal Image Generation Models (2025)
  Hang Hua et al.
  1.28
• MMPerspective: Do MLLMs Understand Perspective? A Comprehensive Benchmark for Perspective Perception, Reasoning, and Robustness (2025)
  Yunlong Tang et al.
  1.28
• SageAttention2++: A More Efficient Implementation of SageAttention2 (2025)
  Jintao Zhang et al.
  1.28
• Normalized Attention Guidance: Universal Negative Guidance for Diffusion Model (2025)
  Dar-Yen Chen et al.
  1.28
• What Makes for Text to 360-degree Panorama Generation with Stable Diffusion? (2025)
  Jinhong Ni et al.
  1.28
• Vision Language Models are Biased (2025)
  An Vo et al.
  1.28
• un^2CLIP: Improving CLIP's Visual Detail Capturing Ability via Inverting unCLIP (2025)
  Yinqi Li et al.
  1.28
• Native-Resolution Image Synthesis (2025)
  Zidong Wang et al.
  1.28
• CoMemo: LVLMs Need Image Context with Image Memory (2025)
  Shi Liu et al.
  1.28
• OmniGen2: Exploration to Advanced Multimodal Generation (2025)
  Chenyuan Wu et al.
  1.28
• MMSearch-R1: Incentivizing LMMs to Search (2025)
  Jinming Wu et al.
  1.28
• Kwai Keye-VL Technical Report (2025)
  Kwai Keye Team et al.
  1.28
• SingLoRA: Low Rank Adaptation Using a Single Matrix (2025)
  David Bensaïd et al.
  1.28
• T-LoRA: Single Image Diffusion Model Customization Without Overfitting (2025)
  Vera Soboleva et al.
  1.28
• VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning (2025)
  Senqiao Yang et al.
  1.28
• X-Omni: Reinforcement Learning Makes Discrete Autoregressive Image Generative Models Great Again (2025)
  Zigang Geng et al.
  1.28
• Skywork UniPic: Unified Autoregressive Modeling for Visual Understanding and Generation (2025)
  Peiyu Wang et al.
  1.28
• Echo-4o: Harnessing the Power of GPT-4o Synthetic Images for Improved Image Generation (2025)
  Junyan Ye et al.
  1.28
• OneReward: Unified Mask-Guided Image Generation via Multi-Task Human Preference Learning (2025)
  Yuan Gong et al.
  1.28
• FLUX-Reason-6M & PRISM-Bench: A Million-Scale Text-to-Image Reasoning Dataset and Comprehensive Benchmark (2025)
  Rongyao Fang et al.
  1.28