GRAN-TED: Generating Robust, Aligned, and Nuanced Text Embedding for Diffusion Models Paper • 2512.15560 • Published 19 days ago • 24
DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI Paper • 2512.16676 • Published 18 days ago • 202
Next-Embedding Prediction Makes Strong Vision Learners Paper • 2512.16922 • Published 18 days ago • 82
Hybrid Attribution Priors for Explainable and Robust Model Training Paper • 2512.14719 • Published 28 days ago • 2
Scone: Bridging Composition and Distinction in Subject-Driven Image Generation via Unified Understanding-Generation Modeling Paper • 2512.12675 • Published 22 days ago • 40
Monet: Reasoning in Latent Visual Space Beyond Images and Language Paper • 2511.21395 • Published Nov 26, 2025 • 16
MVU-Eval: Towards Multi-Video Understanding Evaluation for Multimodal LLMs Paper • 2511.07250 • Published Nov 10, 2025 • 17
When Modalities Conflict: How Unimodal Reasoning Uncertainty Governs Preference Dynamics in MLLMs Paper • 2511.02243 • Published Nov 4, 2025 • 24
IF-VidCap: Can Video Caption Models Follow Instructions? Paper • 2510.18726 • Published Oct 21, 2025 • 25
MorphoBench: A Benchmark with Difficulty Adaptive to Model Reasoning Paper • 2510.14265 • Published Oct 16, 2025 • 19
AVoCaDO: An Audiovisual Video Captioner Driven by Temporal Orchestration Paper • 2510.10395 • Published Oct 12, 2025 • 30
RealUnify: Do Unified Models Truly Benefit from Unification? A Comprehensive Benchmark Paper • 2509.24897 • Published Sep 29, 2025 • 46
OpenGPT-4o-Image: A Comprehensive Dataset for Advanced Image Generation and Editing Paper • 2509.24900 • Published Sep 29, 2025 • 53
Kling-Avatar: Grounding Multimodal Instructions for Cascaded Long-Duration Avatar Animation Synthesis Paper • 2509.09595 • Published Sep 11, 2025 • 48
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey Paper • 2509.02547 • Published Sep 2, 2025 • 228
MME-VideoOCR: Evaluating OCR-Based Capabilities of Multimodal LLMs in Video Scenarios Paper • 2505.21333 • Published May 27, 2025 • 38
R1-Reward: Training Multimodal Reward Model Through Stable Reinforcement Learning Paper • 2505.02835 • Published May 5, 2025 • 28
Mavors: Multi-granularity Video Representation for Multimodal Large Language Model Paper • 2504.10068 • Published Apr 14, 2025 • 30
MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models Paper • 2504.03641 • Published Apr 4, 2025 • 14