Error-Free Linear Attention is a Free Lunch: Exact Solution from Continuous-Time Dynamics Paper • 2512.12602 • Published 2 days ago • 25
Fairy2i: Training Complex LLMs from Real LLMs with All Parameters in {pm 1, pm i} Paper • 2512.02901 • Published 14 days ago • 4
Exploring MLLM-Diffusion Information Transfer with MetaCanvas Paper • 2512.11464 • Published 4 days ago • 8
SVG-T2I: Scaling Up Text-to-Image Latent Diffusion Model Without Variational Autoencoder Paper • 2512.11749 • Published 4 days ago • 33
EgoX: Egocentric Video Generation from a Single Exocentric Video Paper • 2512.08269 • Published 7 days ago • 54
DentalGPT: Incentivizing Multimodal Complex Reasoning in Dentistry Paper • 2512.11558 • Published 4 days ago • 38
ReViSE: Towards Reason-Informed Video Editing in Unified Models with Self-Reflective Learning Paper • 2512.09924 • Published 5 days ago • 3
Fed-SE: Federated Self-Evolution for Privacy-Constrained Multi-Environment LLM Agents Paper • 2512.08870 • Published 7 days ago • 3
From Macro to Micro: Benchmarking Microscopic Spatial Intelligence on Molecules via Vision-Language Models Paper • 2512.10867 • Published 5 days ago • 15
Long-horizon Reasoning Agent for Olympiad-Level Mathematical Problem Solving Paper • 2512.10739 • Published 5 days ago • 43
Some Modalities are More Equal Than Others: Decoding and Architecting Multimodal Integration in MLLMs Paper • 2511.22826 • Published 18 days ago • 7
On GRPO Collapse in Search-R1: The Lazy Likelihood-Displacement Death Spiral Paper • 2512.04220 • Published 12 days ago • 11
SignRoundV2: Closing the Performance Gap in Extremely Low-Bit Post-Training Quantization for LLMs Paper • 2512.04746 • Published 12 days ago • 13
TV2TV: A Unified Framework for Interleaved Language and Video Generation Paper • 2512.05103 • Published 11 days ago • 15
SIMA 2: A Generalist Embodied Agent for Virtual Worlds Paper • 2512.04797 • Published 12 days ago • 21
4DLangVGGT: 4D Language-Visual Geometry Grounded Transformer Paper • 2512.05060 • Published 12 days ago • 18
PaperDebugger: A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing Paper • 2512.02589 • Published 14 days ago • 60