Key papers

• Multimodal Continuous Reasoning via Asymmetric Mutual Variational Learning (2026)
  Shijie Li et al.
  2.00
• Large Reasoning Models Are (Not Yet) Multilingual Latent Reasoners (2026)
  Yihong Liu et al.
  1.94
• Scaling Text-to-Image Diffusion Transformers with Representation Autoencoders (2026)
  Shengbang Tong et al.
  1.94
• Efficient RLVR Training via Weighted Mutual Information Data Selection (2026)
  Xinyu Zhou et al.
  1.94
• One Model, Many Budgets: Elastic Latent Interfaces for Diffusion Transformers (2026)
  Moayed Haji-Ali et al.
  1.94
• Thinking in Uncertainty: Mitigating Hallucinations in MLRMs with Latent Entropy-Aware Decoding (2026)
  Zhongxing Xu et al.
  1.94
• Continuous Latent Diffusion Language Model (2026)
  Hongcan Guo et al.
  1.94
• Geometric Latent Reasoning Induces Shorter Generations in LLMs (2026)
  Shashi Kumar et al.
  1.94
• SubtleMemory: A Benchmark for Fine-Grained Relational Memory Discrimination in Long-Horizon AI Agents (2026)
  Wenxuan Wang et al.
  1.94
• Light-WAM: Efficient World Action Models with State-Fusion Action Decoding (2026)
  Ziang Li et al.
  1.94
• HYDRA-X: Native Unified Multimodal Models with Holistic Visual Tokenizers (2026)
  Guozhen Zhang et al.
  1.94
• See What I See, Know What I Think: Dense Latent Communication Across Heterogeneous Agents (2026)
  Siyi Chen et al.
  1.94
• WEAVER, Better, Faster, Longer: An Effective World Model for Robotic Manipulation (2026)
  Arnav Kumar Jain et al.
  1.94
• Aligning Quantum Operators with Large Language Models (2026)
  Rogerio Feris 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
• STARFlow2: Bridging Language Models and Normalizing Flows for Unified Multimodal Generation (2026)
  Ying Shen et al.
  1.89
• LeapAlign: Post-Training Flow Matching Models at Any Generation Step by Building Two-Step Trajectories (2026)
  Zhanhao Liang et al.
  1.83
• HERMES++: Toward a Unified Driving World Model for 3D Scene Understanding and Generation (2026)
  Xin Zhou et al.
  1.83
• AnyStory: Towards Unified Single and Multiple Subject Personalization in Text-to-Image Generation (2025)
  Junjie He et al.
  1.28
• How to Steer LLM Latents for Hallucination Detection? (2025)
  Seongheon Park et al.
  1.28
• SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation (2025)
  Junsong Chen et al.
  1.28
• TruthPrInt: Mitigating LVLM Object Hallucination Via Latent Truthful-Guided Pre-Intervention (2025)
  Jinhao Duan et al.
  1.28
• RepText: Rendering Visual Text via Replicating (2025)
  Haofan Wang et al.
  1.28
• WHEN TO ACT, WHEN TO WAIT: Modeling Structural Trajectories for Intent Triggerability in Task-Oriented Dialogue (2025)
  Yaoyao Qian et al.
  1.28
• Discovering Hierarchical Latent Capabilities of Language Models via Causal Representation Learning (2025)
  Jikai Jin et al.
  1.28
• Steering Out-of-Distribution Generalization with Concept Ablation Fine-Tuning (2025)
  Helena Casademunt et al.
  1.28
• Qwen-Image Technical Report (2025)
  Chenfei Wu et al.
  1.28
• Unleashing the Potential of Multimodal LLMs for Zero-Shot Spatio-Temporal Video Grounding (2025)
  Zaiquan Yang et al.
  1.28
• DC-Gen: Post-Training Diffusion Acceleration with Deeply Compressed Latent Space (2025)
  Wenkun He et al.
  1.28
• Ming-UniVision: Joint Image Understanding and Generation with a Unified Continuous Tokenizer (2025)
  Ziyuan Huang et al.
  1.28
• Parallel Test-Time Scaling for Latent Reasoning Models (2025)
  Runyang You et al.
  1.28
• Distilled Decoding 2: One-step Sampling of Image Auto-regressive Models with Conditional Score Distillation (2025)
  Enshu Liu et al.
  1.28
• Image-Free Timestep Distillation via Continuous-Time Consistency with Trajectory-Sampled Pairs (2025)
  Bao Tang et al.
  1.28
• Jurassic World Remake: Bringing Ancient Fossils Back to Life via Zero-Shot Long Image-to-Image Translation (2023)
  Alexander Martin et al.
  —
• Trajectory Consistency Distillation (2024)
  Jianbin Zheng et al.
  —
• SpeechVerse: A Large-scale Generalizable Audio Language Model (2024)
  Nilaksh Das et al.
  —
• FRAP: Faithful and Realistic Text-to-Image Generation with Adaptive Prompt Weighting (2024)
  Liyao Jiang et al.
  —
• xGen-VideoSyn-1: High-fidelity Text-to-Video Synthesis with Compressed Representations (2024)
  Can Qin et al.
  —
• PiTe: Pixel-Temporal Alignment for Large Video-Language Model (2024)
  Yang Liu et al.
  —
• Lyra: An Efficient and Speech-Centric Framework for Omni-Cognition (2024)
  Zhisheng Zhong et al.
  —