Key papers

• Generation Enhances Understanding in Unified Multimodal Models via Multi-Representation Generation (2026)
  Zihan Su et al.
  1.94
• Scaling Continual Learning to 300+ Tasks with Bi-Level Routing Mixture-of-Experts (2026)
  Meng Lou et al.
  1.94
• Delta Attention Residuals (2026)
  Cheng Luo et al.
  1.94
• Watch, Remember, Reason: Human-View Video Understanding with MLLMs (2026)
  Jiahao Meng et al.
  1.94
• Aligning Quantum Operators with Large Language Models (2026)
  Rogerio Feris et al.
  1.94
• EvoEmbedding: Evolvable Representations for Long-Context Retrieval and Agentic Memory (2026)
  Chang Nie et al.
  1.94
• Formalizing Latent Thoughts: Four Axioms of Thought Representation in LLMs (2026)
  Fahd Seddik et al.
  1.94
• TESSERA v2: Scaling Pixel-wise Earth Foundation Models (2026)
  Zhengpeng Feng et al.
  1.94
• MatryoshkaLoRA: Learning Accurate Hierarchical Low-Rank Representations for LLM Fine-Tuning (2026)
  Ionut-Vlad Modoranu et al.
  1.89
• Monitoring the Internal Monologue: Probe Trajectories Reveal Reasoning Dynamics (2026)
  Maciej Chrabąszcz et al.
  1.89
• Small Vision-Language Models are Smart Compressors for Long Video Understanding (2026)
  Junjie Fei et al.
  1.83
• Qianfan-OCR: A Unified End-to-End Model for Document Intelligence (2026)
  Daxiang Dong et al.
  1.78
• Linear representations in language models can change dramatically over a conversation (2026)
  Andrew Kyle Lampinen et al.
  1.67
• AnimeGamer: Infinite Anime Life Simulation with Next Game State Prediction (2025)
  Junhao Cheng 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
• Can LLMs Deceive CLIP? Benchmarking Adversarial Compositionality of Pre-trained Multimodal Representation via Text Updates (2025)
  Jaewoo Ahn et al.
  1.28
• Towards Multimodal Understanding via Stable Diffusion as a Task-Aware Feature Extractor (2025)
  Vatsal Agarwal et al.
  1.28
• Qwen-Image Technical Report (2025)
  Chenfei Wu et al.
  1.28
• Visual Representation Alignment for Multimodal Large Language Models (2025)
  Heeji Yoon et al.
  1.28
• SimpleFold: Folding Proteins is Simpler than You Think (2025)
  Yuyang Wang et al.
  1.28
• Ming-UniVision: Joint Image Understanding and Generation with a Unified Continuous Tokenizer (2025)
  Ziyuan Huang et al.
  1.28
• NURBGen: High-Fidelity Text-to-CAD Generation through LLM-Driven NURBS Modeling (2025)
  Muhammad Usama et al.
  1.28
• TurkColBERT: A Benchmark of Dense and Late-Interaction Models for Turkish Information Retrieval (2025)
  Özay Ezerceli et al.
  1.28
• Image-Free Timestep Distillation via Continuous-Time Consistency with Trajectory-Sampled Pairs (2025)
  Bao Tang et al.
  1.28
• Aligned but Stereotypical? The Hidden Influence of System Prompts on Social Bias in LVLM-Based Text-to-Image Models (2025)
  NaHyeon Park et al.
  1.28
• Interpretability at Scale: Identifying Causal Mechanisms in Alpaca (2023)
  Zhengxuan Wu et al.
  —
• SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding (2023)
  Haoxiang Wang et al.
  —
• SpeechVerse: A Large-scale Generalizable Audio Language Model (2024)
  Nilaksh Das et al.
  —
• Benchmarking Mental State Representations in Language Models (2024)
  Matteo Bortoletto et al.
  —
• Multi-property Steering of Large Language Models with Dynamic Activation Composition (2024)
  Daniel Scalena et al.
  —
• LLaMo: Large Language Model-based Molecular Graph Assistant (2024)
  Jinyoung Park et al.
  —
• Whisper-GPT: A Hybrid Representation Audio Large Language Model (2024)
  Prateek Verma
  —