← Search

Jinyu Liu

4 accepted papers

2026

Unison: Benchmarking Unified Multimodal Models via Synergistic Understanding and Generation

ICML 2026poster

Unified multimodal models capable of both understanding and generation have achieved remarkable strides. However, despite their unified designs, existing evaluations typically assess understanding and generation capabilities in isolation, overlooking the synergy between comprehension and generation.…

Cited by 0SourceScholar
2025

A Surgical State Identifying Method based on BiLSTM with Vibration Processing for Improving Safety of Bone Milling System*

IROS 2025

In spinal surgery, ensuring surgical precision and safety is paramount. Traditionally, surgeons have relied on their experience to determine when to cease milling as the cutter approaches the spinal cord; However, improper technique during this process can lead to complications, such as vertebral pl

Cited by 0SourceScholar
2023

Two-Stream Joint-Training for Speaker Independent Acoustic-to-Articulatory Inversion

ICASSP 2023accepted

Acoustic-to-articulatory inversion (AAI) aims to estimate the parameters of articulators from speech audio. There are two common challenges in AAI, which are the limited data and the unsatisfactory performance in speaker independent scenario. Most current works focus on extracting features directly…

Cited by 0SourceScholar
2022

Acoustic-to-Articulatory Inversion Based on Speech Decomposition and Auxiliary Feature

ICASSP 2022accepted

Acoustic-to-articulatory inversion (AAI) is to obtain the movement of articulators from speech signals. Until now, achieving a speaker-independent AAI remains a challenge given the limited data. Besides, most current works only use audio speech as input, causing an inevitable performance bottleneck.…

Cited by 0SourceScholar