TARS: MinMax Token-Adaptive Preference Strategy for Hallucination Reduction in MLLMs Paper • 2507.21584 • Published Jul 29 • 10
Can MLLMs Guide Me Home? A Benchmark Study on Fine-Grained Visual Reasoning from Transit Maps Paper • 2505.18675 • Published May 24 • 25
HoliTom: Holistic Token Merging for Fast Video Large Language Models Paper • 2505.21334 • Published May 27 • 21
When Tokens Talk Too Much: A Survey of Multimodal Long-Context Token Compression across Images, Videos, and Audios Paper • 2507.20198 • Published Jul 27 • 26