dLLM: Simple Diffusion Language Modeling
Paper • 2602.22661 • Published • 151
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OpenSeeker: Democratizing Frontier Search Agents by Fully Open-Sourcing Training Data
Paper • 2603.15594 • Published • 145 -
Qianfan-OCR: A Unified End-to-End Model for Document Intelligence
Paper • 2603.13398 • Published • 150 -
Penguin-VL: Exploring the Efficiency Limits of VLM with LLM-based Vision Encoders
Paper • 2603.06569 • Published • 117 -
Beyond Language Modeling: An Exploration of Multimodal Pretraining
Paper • 2603.03276 • Published • 100 -
Demystifing Video Reasoning
Paper • 2603.16870 • Published • 361 -
Strategic Navigation or Stochastic Search? How Agents and Humans Reason Over Document Collections
Paper • 2603.12180 • Published • 63 -
LoGeR: Long-Context Geometric Reconstruction with Hybrid Memory
Paper • 2603.03269 • Published • 61 -
Omni-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion
Paper • 2603.06577 • Published • 48 -
Online Experiential Learning for Language Models
Paper • 2603.16856 • Published • 57 -
HiAR: Efficient Autoregressive Long Video Generation via Hierarchical Denoising
Paper • 2603.08703 • Published • 31 -
Reading, Not Thinking: Understanding and Bridging the Modality Gap When Text Becomes Pixels in Multimodal LLMs
Paper • 2603.09095 • Published • 28 -
S2D2: Fast Decoding for Diffusion LLMs via Training-Free Self-Speculation
Paper • 2603.25702 • Published • 4 -
MemMA: Coordinating the Memory Cycle through Multi-Agent Reasoning and In-Situ Self-Evolution
Paper • 2603.18718 • Published • 6 -
Pixel-level Scene Understanding in One Token: Visual States Need What-is-Where Composition
Paper • 2603.13904 • Published • 2