PVUW 2024 Challenge on Complex Video Understanding: Methods and Results. - Henghui Ding; Chang Liu 072; Yunchao Wei; Nikhila Ravi; Shuting He; Song Bai 001; Philip Torr 001; Deshui Miao; Xin Li 034; Zhenyu He 001; Yaowei Wang 001; Ming-Hsuan Yang 001; et al. (ECCV Workshops (10), 2024)

3rd Place Solution for PVUW Challenge 2024: Video Panoptic Segmentation. - Ruipu Wu; Jifei Che; Han Li; Chengjing Wu; Ting Liu 018; Luoqi Liu (CoRR, 2024)

Semantic Segmentation on VSPW Dataset through Masked Video Consistency. - Chen Liang; Qiang Guo; Chongkai Yu; Chengjing Wu; Ting Liu 018; Luoqi Liu (CoRR, 2024)

2nd Place Solution for MOSE Track in CVPR 2024 PVUW workshop: Complex Video Object Segmentation. - Zhensong Xu; Jiangtao Yao; Chengjing Wu; Ting Liu 018; Luoqi Liu (CoRR, 2024)

Rethinking Video Segmentation with Masked Video Consistency: Did the Model Learn as Intended? - Chen Liang; Qiang Guo; Xiaochao Qu; Luoqi Liu; Ting Liu 018 (CoRR, 2024)

SAM-REF: Rethinking Image-Prompt Synergy for Refinement in Segment Anything. - Chongkai Yu; Anqi Li; Xiaochao Qu; Luoqi Liu; Ting Liu 018 (CoRR, 2024)

Draw Like an Artist: Complex Scene Generation with Diffusion Model via Composition, Painting, and Retouching. - Minghao Liu; Le Zhang; Yingjie Tian 001; Xiaochao Qu; Luoqi Liu; Ting Liu 018 (CoRR, 2024)

Memory Efficient Matting with Adaptive Token Routing. - Yiheng Lin 002; Yihan Hu 004; Chenyi Zhang 004; Ting Liu 018; Xiaochao Qu; Luoqi Liu; Yao Zhao 001; Yunchao Wei (AAAI, 2025)

NTClick: Achieving Precise Interactive Segmentation With Noise-tolerant Clicks. - Chenyi Zhang 004; Ting Liu 018; Xiaochao Qu; Luoqi Liu; Yao Zhao 001; Yunchao Wei (CVPR, 2025)

EVPGS: Enhanced View Prior Guidance for Splatting-based Extrapolated View Synthesis. - Jiahe Li 016; Feiyu Wang; Xiaochao Qu; Chengjing Wu; Luoqi Liu; Ting Liu 018 (CVPR, 2025)

MTADiffusion: Mask Text Alignment Diffusion Model for Object Inpainting. - Jun Huang; Ting Liu 018; Yihang Wu; Xiaochao Qu; Luoqi Liu; Xiaolin Hu (CVPR, 2025)

GlyphMastero: A Glyph Encoder for High-Fidelity Scene Text Editing. - Tong Wang; Ting Liu 018; Xiaochao Qu; Chengjing Wu; Luoqi Liu; Xiaolin Hu (CVPR, 2025)

SAM-REF: Introducing Image-Prompt Synergy during Interaction for Detail Enhancement in the Segment Anything Model. - Chongkai Yu; Ting Liu 018; Anqi Li; Xiaochao Qu; Chengjing Wu; Luoqi Liu; Xiaolin Hu (CVPR, 2025)

DCEdit: Dual-Level Controlled Image Editing via Precisely Localized Semantics. - Yihan Hu 004; Jianing Peng; Yiheng Lin 002; Ting Liu 018; Xiaochao Qu; Luoqi Liu; Yao Zhao 001; Yunchao Wei (CoRR, 2025)

AlignGen: Boosting Personalized Image Generation with Cross-Modality Prior Alignment. - Yiheng Lin 002; Shifang Zhao; Ting Liu 018; Xiaochao Qu; Luoqi Liu; Yao Zhao 001; Yunchao Wei (CoRR, 2025)