OmniAgent: Audio-Guided Active Perception Agent for Omnimodal Audio-Video Understanding Paper • 2512.23646 • Published 5 days ago • 14
OmniZip: Audio-Guided Dynamic Token Compression for Fast Omnimodal Large Language Models Paper • 2511.14582 • Published Nov 18, 2025 • 18
UNIDOC-BENCH: A Unified Benchmark for Document-Centric Multimodal RAG Paper • 2510.03663 • Published Oct 4, 2025 • 15
OBS-Diff: Accurate Pruning For Diffusion Models in One-Shot Paper • 2510.06751 • Published Oct 8, 2025 • 21
RewardMap: Tackling Sparse Rewards in Fine-grained Visual Reasoning via Multi-Stage Reinforcement Learning Paper • 2510.02240 • Published Oct 2, 2025 • 17
When Tokens Talk Too Much: A Survey of Multimodal Long-Context Token Compression across Images, Videos, and Audios Paper • 2507.20198 • Published Jul 27, 2025 • 26
HoliTom: Holistic Token Merging for Fast Video Large Language Models Paper • 2505.21334 • Published May 27, 2025 • 21
Can MLLMs Guide Me Home? A Benchmark Study on Fine-Grained Visual Reasoning from Transit Maps Paper • 2505.18675 • Published May 24, 2025 • 26
Plug-and-Play 1.x-Bit KV Cache Quantization for Video Large Language Models Paper • 2503.16257 • Published Mar 20, 2025 • 26
Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models Paper • 2503.16419 • Published Mar 20, 2025 • 77
Niagara: Normal-Integrated Geometric Affine Field for Scene Reconstruction from a Single View Paper • 2503.12553 • Published Mar 16, 2025 • 8
SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds Paper • 2306.00980 • Published Jun 1, 2023 • 15