MMGR: Multi-Modal Generative Reasoning
Paper
• 2512.14691 • Published
• 119
Papers
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KlingAvatar 2.0 Technical Report
Paper • 2512.13313 • Published • 43 -
SemanticGen: Video Generation in Semantic Space
Paper • 2512.20619 • Published • 93 -
DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI
Paper • 2512.16676 • Published • 220 -
The Prism Hypothesis: Harmonizing Semantic and Pixel Representations via Unified Autoencoding
Paper • 2512.19693 • Published • 66 -
LongVideoAgent: Multi-Agent Reasoning with Long Videos
Paper • 2512.20618 • Published • 55 -
Bottom-up Policy Optimization: Your Language Model Policy Secretly Contains Internal Policies
Paper • 2512.19673 • Published • 64 -
DiffCoT: Diffusion-styled Chain-of-Thought Reasoning in LLMs
Paper • 2601.03559 • Published • 14 -
Think-Then-Generate: Reasoning-Aware Text-to-Image Diffusion with LLM Encoders
Paper • 2601.10332 • Published • 28 -
Self-Refining Video Sampling
Paper • 2601.18577 • Published • 25 -
PixelGen: Pixel Diffusion Beats Latent Diffusion with Perceptual Loss
Paper • 2602.02493 • Published • 44 -
LatentMem: Customizing Latent Memory for Multi-Agent Systems
Paper • 2602.03036 • Published • 14 -
Reinforcement World Model Learning for LLM-based Agents
Paper • 2602.05842 • Published • 27 -
DualPath: Breaking the Storage Bandwidth Bottleneck in Agentic LLM Inference
Paper • 2602.21548 • Published • 39 -
Learning When to Act or Refuse: Guarding Agentic Reasoning Models for Safe Multi-Step Tool Use
Paper • 2603.03205 • Published • 11 -
Timer-S1: A Billion-Scale Time Series Foundation Model with Serial Scaling
Paper • 2603.04791 • Published • 11 -
AgentVista: Evaluating Multimodal Agents in Ultra-Challenging Realistic Visual Scenarios
Paper • 2602.23166 • Published • 31 -
Memex(RL): Scaling Long-Horizon LLM Agents via Indexed Experience Memory
Paper • 2603.04257 • Published • 12