OmniZip: Audio-Guided Dynamic Token Compression for Fast Omnimodal Large Language Models Paper • 2511.14582 • Published Nov 18 • 18
MergeMix: A Unified Augmentation Paradigm for Visual and Multi-Modal Understanding Paper • 2510.23479 • Published Oct 27 • 14
OBS-Diff: Accurate Pruning For Diffusion Models in One-Shot Paper • 2510.06751 • Published Oct 8 • 21
HoliTom: Holistic Token Merging for Fast Video Large Language Models Paper • 2505.21334 • Published May 27 • 21
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 • 26
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
RewardMap: Tackling Sparse Rewards in Fine-grained Visual Reasoning via Multi-Stage Reinforcement Learning Paper • 2510.02240 • Published Oct 2 • 17