MMGR: Multi-Modal Generative Reasoning
Paper • 2512.14691 • Published • 121
Papers
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KlingAvatar 2.0 Technical Report
Paper • 2512.13313 • Published • 44 -
SemanticGen: Video Generation in Semantic Space
Paper • 2512.20619 • Published • 94 -
DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI
Paper • 2512.16676 • Published • 222 -
The Prism Hypothesis: Harmonizing Semantic and Pixel Representations via Unified Autoencoding
Paper • 2512.19693 • Published • 67 -
LongVideoAgent: Multi-Agent Reasoning with Long Videos
Paper • 2512.20618 • Published • 56 -
Bottom-up Policy Optimization: Your Language Model Policy Secretly Contains Internal Policies
Paper • 2512.19673 • Published • 66 -
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 • 31 -
Self-Refining Video Sampling
Paper • 2601.18577 • Published • 25 -
PixelGen: Pixel Diffusion Beats Latent Diffusion with Perceptual Loss
Paper • 2602.02493 • Published • 46 -
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 • 49 -
Learning When to Act or Refuse: Guarding Agentic Reasoning Models for Safe Multi-Step Tool Use
Paper • 2603.03205 • Published • 13 -
Timer-S1: A Billion-Scale Time Series Foundation Model with Serial Scaling
Paper • 2603.04791 • Published • 18 -
AgentVista: Evaluating Multimodal Agents in Ultra-Challenging Realistic Visual Scenarios
Paper • 2602.23166 • Published • 45 -
Memex(RL): Scaling Long-Horizon LLM Agents via Indexed Experience Memory
Paper • 2603.04257 • Published • 19 -
Dynamic Chunking Diffusion Transformer
Paper • 2603.06351 • Published • 15 -
InternVL-U: Democratizing Unified Multimodal Models for Understanding, Reasoning, Generation and Editing
Paper • 2603.09877 • Published • 47 -
EnterpriseOps-Gym: Environments and Evaluations for Stateful Agentic Planning and Tool Use in Enterprise Settings
Paper • 2603.13594 • Published • 147 -
LoST: Level of Semantics Tokenization for 3D Shapes
Paper • 2603.17995 • Published • 31 -
GPA: Learning GUI Process Automation from Demonstrations
Paper • 2604.01676 • Published • 16 -
UniDriveVLA: Unifying Understanding, Perception, and Action Planning for Autonomous Driving
Paper • 2604.02190 • Published • 25 -
Unify-Agent: A Unified Multimodal Agent for World-Grounded Image Synthesis
Paper • 2603.29620 • Published • 46