Key papers

• Scaling Text-to-Image Diffusion Transformers with Representation Autoencoders (2026)
  Shengbang Tong et al.
  1.94
• NoLan: Mitigating Object Hallucinations in Large Vision-Language Models via Dynamic Suppression of Language Priors (2026)
  Lingfeng Ren et al.
  1.94
• Penguin-VL: Exploring the Efficiency Limits of VLM with LLM-based Vision Encoders (2026)
  Boqiang Zhang et al.
  1.94
• NanoVDR: Distilling a 2B Vision-Language Retriever into a 70M Text-Only Encoder for Visual Document Retrieval (2026)
  Zhuchenyang Liu et al.
  1.94
• Dual-View Training for Instruction-Following Information Retrieval (2026)
  Qingcheng Zeng et al.
  1.94
• Delta-Adapter: Scalable Exemplar-Based Image Editing with Single-Pair Supervision (2026)
  Jiacheng Chen et al.
  1.94
• 3D HAMSTER: Bridging Planning and Control in Hierarchical Vision Language Action Models through 3D Trajectory Guidance (2026)
  Dongyoon Hwang et al.
  1.94
• TESSERA v2: Scaling Pixel-wise Earth Foundation Models (2026)
  Zhengpeng Feng et al.
  1.94
• Diffutron: A Masked Diffusion Language Model for Turkish Language (2026)
  Şuayp Talha Kocabay et al.
  1.78
• DUET-VLM: Dual stage Unified Efficient Token reduction for VLM Training and Inference (2026)
  Aditya Kumar Singh et al.
  1.72
• AnyStory: Towards Unified Single and Multiple Subject Personalization in Text-to-Image Generation (2025)
  Junjie He et al.
  1.28
• Introducing Visual Perception Token into Multimodal Large Language Model (2025)
  Runpeng Yu et al.
  1.28
• Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation (2025)
  Jiakai Tang et al.
  1.28
• URECA: Unique Region Caption Anything (2025)
  Sangbeom Lim et al.
  1.28
• Pixel-SAIL: Single Transformer For Pixel-Grounded Understanding (2025)
  Tao Zhang et al.
  1.28
• Seed1.5-VL Technical Report (2025)
  Dong Guo et al.
  1.28
• Vision-Language-Vision Auto-Encoder: Scalable Knowledge Distillation from Diffusion Models (2025)
  Tiezheng Zhang et al.
  1.28
• Towards Multimodal Understanding via Stable Diffusion as a Task-Aware Feature Extractor (2025)
  Vatsal Agarwal et al.
  1.28
• GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface (2025)
  Urchade Zaratiana et al.
  1.28
• Skywork UniPic: Unified Autoregressive Modeling for Visual Understanding and Generation (2025)
  Peiyu Wang et al.
  1.28
• Visual Representation Alignment for Multimodal Large Language Models (2025)
  Heeji Yoon et al.
  1.28
• Can Understanding and Generation Truly Benefit Together -- or Just Coexist? (2025)
  Zhiyuan Yan et al.
  1.28
• SAIL-VL2 Technical Report (2025)
  Weijie Yin et al.
  1.28
• MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training (2023)
  Yizhi Li et al.
  —
• Inserting Anybody in Diffusion Models via Celeb Basis (2023)
  Ge Yuan et al.
  —
• Leveraging Unpaired Data for Vision-Language Generative Models via Cycle Consistency (2023)
  Tianhong Li et al.
  —
• DeepSeek-VL: Towards Real-World Vision-Language Understanding (2024)
  Haoyu Lu et al.
  —
• TextCraftor: Your Text Encoder Can be Image Quality Controller (2024)
  Yanyu Li et al.
  —
• OmniJARVIS: Unified Vision-Language-Action Tokenization Enables Open-World Instruction Following Agents (2024)
  Zihao Wang et al.
  —
• VideoGLaMM: A Large Multimodal Model for Pixel-Level Visual Grounding in Videos (2024)
  Shehan Munasinghe et al.
  —
• MV-Adapter: Multi-view Consistent Image Generation Made Easy (2024)
  Zehuan Huang et al.
  —
• GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training (2024)
  Renqiu Xia et al.
  —
• VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM (2024)
  Yuqian Yuan et al.
  —