Rethinking UMM Visual Generation: Masked Modeling for Efficient Image-Only Pre-training Paper • 2603.16139 • Published 1 day ago • 26
BandPO: Bridging Trust Regions and Ratio Clipping via Probability-Aware Bounds for LLM Reinforcement Learning Paper • 2603.04918 • Published 13 days ago • 54
MOSS-Audio-Tokenizer: Scaling Audio Tokenizers for Future Audio Foundation Models Paper • 2602.10934 • Published Feb 11 • 49
MOVA: Towards Scalable and Synchronized Video-Audio Generation Paper • 2602.08794 • Published Feb 9 • 156
AgentLongBench: A Controllable Long Benchmark For Long-Contexts Agents via Environment Rollouts Paper • 2601.20730 • Published Jan 28 • 20
HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video Understanding Paper • 2601.14724 • Published Jan 21 • 75
FutureOmni: Evaluating Future Forecasting from Omni-Modal Context for Multimodal LLMs Paper • 2601.13836 • Published Jan 20 • 35
ABC-Bench: Benchmarking Agentic Backend Coding in Real-World Development Paper • 2601.11077 • Published Jan 16 • 66
MOSS Transcribe Diarize: Accurate Transcription with Speaker Diarization Paper • 2601.01554 • Published Jan 4 • 58
Beyond Real: Imaginary Extension of Rotary Position Embeddings for Long-Context LLMs Paper • 2512.07525 • Published Dec 8, 2025 • 60
Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm Paper • 2511.04570 • Published Nov 6, 2025 • 242
MOSS-Speech: Towards True Speech-to-Speech Models Without Text Guidance Paper • 2510.00499 • Published Oct 1, 2025 • 20