2 papers
cs.CV2026
Entropogram-guided Visual Realignment Decoding: Capturing the Rhythm of Multimodal Reasoning
Jiaqi Deng, Zhe Fu, Yakun Chen +5
Multimodal large language models (MLLMs) have demonstrated remarkable progress on cross-modal reasoning tasks, yet they continue to suffer from hallucinations in long-chain reasoni…
cs.LG2026
Shallow Encoding Emits Deep Memories
Mingyuan Ma, Yangmin Li, Harris Nover +4
Hybrid language models interleave a few softmax-attention layers with many linear-attention or state-space layers, so every layer keeps a memory of earlier tokens: a key-value cach…