Papers

• Linear Attention Architectures: Mechanisms, Trade-offs, and Cross-Layer Routing (2026)
  Tommaso Cerruti et al.
  2.00
• UniX: Unifying Autoregression and Diffusion for Chest X-Ray Understanding and Generation (2026)
  Ruiheng Zhang et al.
  1.94
• MemoryLLM: Plug-n-Play Interpretable Feed-Forward Memory for Transformers (2026)
  Ajay Jaiswal et al.
  1.94
• Grouped Query Experts: Mixture-of-Experts on GQA Self-Attention (2026)
  Vishesh Tripathi et al.
  1.94
• Residual Stream Duality in Modern Transformer Architectures (2026)
  Yifan Zhang
  1.78
• LumosX: Relate Any Identities with Their Attributes for Personalized Video Generation (2026)
  Jiazheng Xing et al.
  1.78
• BIMBA: Selective-Scan Compression for Long-Range Video Question Answering (2025)
  Md Mohaiminul Islam et al.
  1.28
• Vamba: Understanding Hour-Long Videos with Hybrid Mamba-Transformers (2025)
  Weiming Ren et al.
  1.28
• FullDiT: Multi-Task Video Generative Foundation Model with Full Attention (2025)
  Xuan Ju et al.
  1.28
• Prefix Grouper: Efficient GRPO Training through Shared-Prefix Forward (2025)
  Zikang Liu et al.
  1.28
• Gated Associative Memory: A Parallel O(N) Architecture for Efficient Sequence Modeling (2025)
  Rishiraj Acharya
  1.28
• Hybrid Architectures for Language Models: Systematic Analysis and Design Insights (2025)
  Sangmin Bae et al.
  1.28
• How to Teach Large Multimodal Models New Skills (2025)
  Zhen Zhu et al.
  1.28
• Brainformers: Trading Simplicity for Efficiency (2023)
  Yanqi Zhou et al.
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• Localizing and Editing Knowledge in Text-to-Image Generative Models (2023)
  Samyadeep Basu et al.
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• Hiformer: Heterogeneous Feature Interactions Learning with Transformers for Recommender Systems (2023)
  Huan Gui et al.
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• DreamTuner: Single Image is Enough for Subject-Driven Generation (2023)
  Miao Hua et al.
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• MoMA: Multimodal LLM Adapter for Fast Personalized Image Generation (2024)
  Kunpeng Song et al.
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• xGen-VideoSyn-1: High-fidelity Text-to-Video Synthesis with Compressed Representations (2024)
  Can Qin et al.
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• LinFusion: 1 GPU, 1 Minute, 16K Image (2024)
  Songhua Liu et al.
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• LSceneLLM: Enhancing Large 3D Scene Understanding Using Adaptive Visual Preferences (2024)
  Hongyan Zhi et al.
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• MV-Adapter: Multi-view Consistent Image Generation Made Easy (2024)
  Zehuan Huang et al.
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