3 papers
cs.CV2025
VideoSeg-R1:Reasoning Video Object Segmentation via Reinforcement Learning
Zishan Xu, Yifu Guo, Yuquan Lu +2
Traditional video reasoning segmentation methods rely on supervised fine-tuning, which limits generalization to out-of-distribution scenarios and lacks explicit reasoning. To addre…
cs.SD2025
DialogGraph-LLM: Graph-Informed LLMs for End-to-End Audio Dialogue Intent Recognition
HongYu Liu, Junxin Li, Changxi Guo +5
Recognizing speaker intent in long audio dialogues among speakers has a wide range of applications, but is a non-trivial AI task due to complex inter-dependencies in speaker uttera…
cs.SD2025
MSMT-FN: Multi-segment Multi-task Fusion Network for Marketing Audio Classification
HongYu Liu, Ruijie Wan, Yueju Han +4
Audio classification plays an essential role in sentiment analysis and emotion recognition, especially for analyzing customer attitudes in marketing phone calls. Efficiently catego…