Key papers

• Enhanced OoD Detection through Cross-Modal Alignment of Multi-Modal Representations (2025)
  Jeonghyeon Kim et al.
  4.47
• Scaling Text-to-Image Diffusion Transformers with Representation Autoencoders (2026)
  Shengbang Tong et al.
  1.94
• Thinking in Uncertainty: Mitigating Hallucinations in MLRMs with Latent Entropy-Aware Decoding (2026)
  Zhongxing Xu et al.
  1.94
• From Skill Text to Skill Structure: The Scheduling-Structural-Logical Representation for Agent Skills (2026)
  Qiliang Liang et al.
  1.94
• OPRD: On-Policy Representation Distillation (2026)
  Shenzhi Yang et al.
  1.94
• The Cold-Start Safety Gap in LLM Agents (2026)
  Chung-En Sun et al.
  1.94
• Manifold Bandits: Bayesian Curriculum Learning over the Latent Geometry of Large Language Models (2026)
  Darrien McKenzie 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
• GEAR: Guided End-to-End AutoRegression for Image Synthesis (2026)
  Bin Lin et al.
  1.94
• Bibby AI: An Editor-Native Agentic Platform for Academic Research, Writing, and Publishing (2026)
  Nilesh Jain
  1.94
• VaaWIT: Visual-Aware Adaptation of Large Language Models for Multilingual Web Image Translation (2026)
  Bo Li et al.
  1.89
• DriveDreamer-Policy: A Geometry-Grounded World-Action Model for Unified Generation and Planning (2026)
  Yang Zhou et al.
  1.83
• Programming with Data: Test-Driven Data Engineering for Self-Improving LLMs from Raw Corpora (2026)
  Chenkai Pan et al.
  1.83
• HERMES++: Toward a Unified Driving World Model for 3D Scene Understanding and Generation (2026)
  Xin Zhou et al.
  1.83
• Beyond Language Modeling: An Exploration of Multimodal Pretraining (2026)
  Shengbang Tong et al.
  1.78
• Causal Effect Estimation with Latent Textual Treatments (2026)
  Omri Feldman et al.
  1.72
• Linear representations in language models can change dramatically over a conversation (2026)
  Andrew Kyle Lampinen et al.
  1.67
• How to Steer LLM Latents for Hallucination Detection? (2025)
  Seongheon Park et al.
  1.28
• FullDiT: Multi-Task Video Generative Foundation Model with Full Attention (2025)
  Xuan Ju et al.
  1.28
• Unicorn: Text-Only Data Synthesis for Vision Language Model Training (2025)
  Xiaomin Yu et al.
  1.28
• Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation (2025)
  Jiakai Tang et al.
  1.28
• FREESON: Retriever-Free Retrieval-Augmented Reasoning via Corpus-Traversing MCTS (2025)
  Chaeeun Kim et al.
  1.28
• Improving large language models with concept-aware fine-tuning (2025)
  Michael K. Chen et al.
  1.28
• Discovering Hierarchical Latent Capabilities of Language Models via Causal Representation Learning (2025)
  Jikai Jin et al.
  1.28
• Vision-Language-Vision Auto-Encoder: Scalable Knowledge Distillation from Diffusion Models (2025)
  Tiezheng Zhang et al.
  1.28
• Understanding Language Prior of LVLMs by Contrasting Chain-of-Embedding (2025)
  Lin Long et al.
  1.28
• Reasoning in Space via Grounding in the World (2025)
  Yiming Chen et al.
  1.28
• NURBGen: High-Fidelity Text-to-CAD Generation through LLM-Driven NURBS Modeling (2025)
  Muhammad Usama et al.
  1.28
• Iterative Graph Alignment (2024)
  Fangyuan Yu et al.
  —
• Compositional 3D-aware Video Generation with LLM Director (2024)
  Hanxin Zhu et al.
  —
• Hyper-Connections (2024)
  Defa Zhu et al.
  —
• Breaking the Memory Barrier: Near Infinite Batch Size Scaling for Contrastive Loss (2024)
  Zesen Cheng et al.
  —
• Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models (2024)
  Javier Ferrando et al.
  —
• CAD-Recode: Reverse Engineering CAD Code from Point Clouds (2024)
  Danila Rukhovich et al.
  —