Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model? Paper • 2504.13837 • Published Apr 18, 2025 • 139
Envision: Benchmarking Unified Understanding & Generation for Causal World Process Insights Paper • 2512.01816 • Published Dec 1, 2025 • 92
Does Understanding Inform Generation in Unified Multimodal Models? From Analysis to Path Forward Paper • 2511.20561 • Published Nov 25, 2025 • 32
GGBench: A Geometric Generative Reasoning Benchmark for Unified Multimodal Models Paper • 2511.11134 • Published Nov 14, 2025 • 32
MergeDNA: Context-aware Genome Modeling with Dynamic Tokenization through Token Merging Paper • 2511.14806 • Published Nov 17, 2025 • 9
MergeDNA: Context-aware Genome Modeling with Dynamic Tokenization through Token Merging Paper • 2511.14806 • Published Nov 17, 2025 • 9 • 2
MergeDNA: Context-aware Genome Modeling with Dynamic Tokenization through Token Merging Paper • 2511.14806 • Published Nov 17, 2025 • 9
GGBench: A Geometric Generative Reasoning Benchmark for Unified Multimodal Models Paper • 2511.11134 • Published Nov 14, 2025 • 32
MergeMix: A Unified Augmentation Paradigm for Visual and Multi-Modal Understanding Paper • 2510.23479 • Published Oct 27, 2025 • 15
MergeMix: A Unified Augmentation Paradigm for Visual and Multi-Modal Understanding Paper • 2510.23479 • Published Oct 27, 2025 • 15
SRUM: Fine-Grained Self-Rewarding for Unified Multimodal Models Paper • 2510.12784 • Published Oct 14, 2025 • 20
DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Monte Carlo Tree Search Paper • 2509.25454 • Published Sep 29, 2025 • 142
Benchmarking Optimizers for Large Language Model Pretraining Paper • 2509.01440 • Published Sep 1, 2025 • 25