33 citations · 101 across the 15 of their papers we have counts for
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cs.LG2026
TMPO: Trajectory Matching Policy Optimization for Diverse and Efficient Diffusion Alignment
Jiaming Li, Chenyu Zhu, Nanxi Yi +9
Reinforcement learning (RL) has shown extraordinary potential in aligning diffusion models to downstream tasks, yet most of them still suffer from significant reward hacking, which…
cs.AI2026
Position: The Turing-Completeness of Autoregressive Transformers Relies Heavily on Context Management
Guanyu Cui, Zhewei Wei, Kun He
Many works make the eye-catching claim that Transformers are Turing-complete. However, the literature often conflates two distinct settings: (i) a fixed Transformer system setting,…
cs.CV2026
KVSmooth: Mitigating Hallucination in Multi-modal Large Language Models through Key-Value Smoothing
Siyu Jiang, Feiyang Chen, Xiaojin Zhang +1
Despite the significant progress of Multimodal Large Language Models (MLLMs) across diverse tasks, hallucination -- corresponding to the generation of visually inconsistent objects…