Ground Slow, Move Fast: A Dual-System Foundation Model for Generalizable Vision-and-Language Navigation Paper • 2512.08186 • Published Dec 9, 2025 • 21
Does Understanding Inform Generation in Unified Multimodal Models? From Analysis to Path Forward Paper • 2511.20561 • Published Nov 25, 2025 • 32
OmniX: From Unified Panoramic Generation and Perception to Graphics-Ready 3D Scenes Paper • 2510.26800 • Published Oct 30, 2025 • 21
CodePlot-CoT: Mathematical Visual Reasoning by Thinking with Code-Driven Images Paper • 2510.11718 • Published Oct 13, 2025 • 13
FLUX-Reason-6M & PRISM-Bench: A Million-Scale Text-to-Image Reasoning Dataset and Comprehensive Benchmark Paper • 2509.09680 • Published Sep 11, 2025 • 43
OST-Bench: Evaluating the Capabilities of MLLMs in Online Spatio-temporal Scene Understanding Paper • 2507.07984 • Published Jul 10, 2025 • 42
T2I-ReasonBench: Benchmarking Reasoning-Informed Text-to-Image Generation Paper • 2508.17472 • Published Aug 24, 2025 • 26
StreamVLN: Streaming Vision-and-Language Navigation via SlowFast Context Modeling Paper • 2507.05240 • Published Jul 7, 2025 • 47
OmniPart: Part-Aware 3D Generation with Semantic Decoupling and Structural Cohesion Paper • 2507.06165 • Published Jul 8, 2025 • 59
DreamCube: 3D Panorama Generation via Multi-plane Synchronization Paper • 2506.17206 • Published Jun 20, 2025 • 23
GRPO-CARE: Consistency-Aware Reinforcement Learning for Multimodal Reasoning Paper • 2506.16141 • Published Jun 19, 2025 • 27
GoT-R1: Unleashing Reasoning Capability of MLLM for Visual Generation with Reinforcement Learning Paper • 2505.17022 • Published May 22, 2025 • 27
Personalized Text-to-Image Generation with Auto-Regressive Models Paper • 2504.13162 • Published Apr 17, 2025 • 18
GigaTok: Scaling Visual Tokenizers to 3 Billion Parameters for Autoregressive Image Generation Paper • 2504.08736 • Published Apr 11, 2025 • 46
GenMAC: Compositional Text-to-Video Generation with Multi-Agent Collaboration Paper • 2412.04440 • Published Dec 5, 2024 • 22
Exploring the Effect of Reinforcement Learning on Video Understanding: Insights from SEED-Bench-R1 Paper • 2503.24376 • Published Mar 31, 2025 • 38
GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing Paper • 2503.10639 • Published Mar 13, 2025 • 53
Bridging Continuous and Discrete Tokens for Autoregressive Visual Generation Paper • 2503.16430 • Published Mar 20, 2025 • 34
PUMA: Empowering Unified MLLM with Multi-granular Visual Generation Paper • 2410.13861 • Published Oct 17, 2024 • 56