NFLB dropout: Improve generalization ability by dropping out the best -A biologically inspired adaptive dropout method for unsupervised learning. - Peijie Yin; Lu Qi 001; Xuanyang Xi; Bo Zhang 006; Hong Qiao (IJCNN, 2016)

A Novel Biologically Mechanism-Based Visual Cognition Model-Automatic Extraction of Semantics, Formation of Integrated Concepts and Re-selection Features for Ambiguity. - Peijie Yin; Hong Qiao; Wei Wu 003; Lu Qi 001; Yinlin Li; Shanlin Zhong; Bo Zhang 006 (CoRR, 2016)

Faster R-CNN for Marine Organism Detection and Recognition Using Data Augmentation. - Hao Zhou 014; Hai Huang 004; Xu Yang 004; Lu Zhang 054; Lu Qi 001 (ICVIP, 2017)

Path Aggregation Network for Instance Segmentation. - Shu Liu 005; Lu Qi 001; Haifang Qin; Jianping Shi; Jiaya Jia (CVPR, 2018)

Single Shot Feature Aggregation Network for Underwater Object Detection. - Lu Zhang 054; Xu Yang 004; Zhiyong Liu 001; Lu Qi 001; Hao Zhou 014; Charles Chiu (ICPR, 2018)

Sequential Context Encoding for Duplicate Removal. - Lu Qi 001; Shu Liu 005; Jianping Shi; Jiaya Jia (NeurIPS, 2018)

A Novel Biologically Inspired Visual Cognition Model: Automatic Extraction of Semantics, Formation of Integrated Concepts, and Reselection Features for Ambiguity. - Peijie Yin; Hong Qiao; Wei Wu 003; Lu Qi 001; Yinlin Li; Shanlin Zhong; Bo Zhang 006 (IEEE Trans. Cogn. Dev. Syst., 2018)

Amodal Instance Segmentation With KINS Dataset. - Lu Qi 001; Li Jiang 009; Shu Liu 005; Xiaoyong Shen; Jiaya Jia (CVPR, 2019)

Faster R-CNN for marine organisms detection and recognition using data augmentation. - Hai Huang 004; Hao Zhou 014; Xu Yang 004; Lu Zhang 054; Lu Qi 001; Ai-Yun Zang (Neurocomputing, 2019)

RGB-D Co-attention Network for Semantic Segmentation. - Hao Zhou 014; Lu Qi 001; Zhaoliang Wan; Hai Huang 004; Xu Yang 004 (ACCV (1), 2020)

MuCAN: Multi-correspondence Aggregation Network for Video Super-Resolution. - Wenbo Li 002; Xin Tao 001; Taian Guo; Lu Qi 001; Jiangbo Lu; Jiaya Jia (ECCV (10), 2020)

LAPAR: Linearly-Assembled Pixel-Adaptive Regression Network for Single Image Super-resolution and Beyond. - Wenbo Li 002; Kun Zhou 001; Lu Qi 001; Nianjuan Jiang; Jiangbo Lu; Jiaya Jia (NeurIPS, 2020)

PointINS: Point-based Instance Segmentation. - Lu Qi 001; Xiangyu Zhang 005; Ying-Cong Chen; Yukang Chen; Jian Sun 001; Jiaya Jia (CoRR, 2020)

Scale-Aware Automatic Augmentation for Object Detection. - Yukang Chen; Yanwei Li; Tao Kong; Lu Qi 001; Ruihang Chu; Lei Li 005; Jiaya Jia (CVPR, 2021)

Multi-Scale Aligned Distillation for Low-Resolution Detection. - Lu Qi 001; Jason Kuen; Jiuxiang Gu; Zhe Lin 001; Yi Wang 074; Yukang Chen; Yanwei Li; Jiaya Jia (CVPR, 2021)

Image Synthesis via Semantic Composition. - Yi Wang 074; Lu Qi 001; Ying-Cong Chen; Xiangyu Zhang 005; Jiaya Jia (ICCV, 2021)

Best-Buddy GANs for Highly Detailed Image Super-Resolution. - Wenbo Li 002; Kun Zhou 001; Lu Qi 001; Liying Lu; Nianjuan Jiang; Jiangbo Lu; Jiaya Jia (CoRR, 2021)

CaSP: Class-agnostic Semi-Supervised Pretraining for Detection and Segmentation. - Lu Qi 001; Jason Kuen; Zhe Lin 001; Jiuxiang Gu; Fengyun Rao; Dian Li; Weidong Guo; Zhen Wen; Jiaya Jia (CoRR, 2021)

Best-Buddy GANs for Highly Detailed Image Super-resolution. - Wenbo Li 002; Kun Zhou 001; Lu Qi 001; Liying Lu; Jiangbo Lu (AAAI, 2022)

MAT: Mask-Aware Transformer for Large Hole Image Inpainting. - Wenbo Li 002; Zhe Lin 001; Kun Zhou 001; Lu Qi 001; Yi Wang 074; Jiaya Jia (CVPR, 2022)

High Quality Segmentation for Ultra High-resolution Images. - Tiancheng Shen; Yuechen Zhang; Lu Qi 001; Jason Kuen; Xingyu Xie; Jianlong Wu; Zhe Lin 001; Jiaya Jia (CVPR, 2022)

CA-SSL: Class-Agnostic Semi-Supervised Learning for Detection and Segmentation. - Lu Qi 001; Jason Kuen; Zhe Lin 001; Jiuxiang Gu; Fengyun Rao; Dian Li; Weidong Guo; Zhen Wen; Ming-Hsuan Yang 001; Jiaya Jia (ECCV (31), 2022)

PalGAN: Image Colorization with Palette Generative Adversarial Networks. - Yi Wang 074; Menghan Xia; Lu Qi 001; Jing Shao; Yu Qiao 001 (ECCV (15), 2022)

Automatically Discovering Novel Visual Categories with Self-supervised Prototype Learning. - Lu Zhang 054; Lu Qi 001; Xu Yang 004; Hong Qiao; Ming-Hsuan Yang 001; Zhiyong Liu 001 (CoRR, 2022)

Fine-Grained Entity Segmentation. - Lu Qi 001; Jason Kuen; Weidong Guo; Tiancheng Shen; Jiuxiang Gu; Wenbo Li 001; Jiaya Jia; Zhe Lin 001; Ming-Hsuan Yang 001 (CoRR, 2022)

PointINS: Point-Based Instance Segmentation. - Lu Qi 001; Yi Wang 074; Yukang Chen; Ying-Cong Chen; Xiangyu Zhang 005; Jian Sun 001; Jiaya Jia (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

CANet: Co-attention network for RGB-D semantic segmentation. - Hao Zhou 014; Lu Qi 001; Hai Huang 004; Xu Yang 004; Zhaoliang Wan; Xianglong Wen (Pattern Recognit., 2022)

ICM-3D: Instantiated Category Modeling for 3D Instance Segmentation. - Ruihang Chu; Yukang Chen; Tao Kong; Lu Qi 001; Lei Li 005 (IEEE Robotics Autom. Lett., 2022)

High Quality Entity Segmentation. - Lu Qi 001; Jason Kuen; Tiancheng Shen; Jiuxiang Gu; Wenbo Li 001; Weidong Guo; Jiaya Jia; Zhe Lin 001; Ming-Hsuan Yang 001 (ICCV, 2023)

AIMS: All-Inclusive Multi-Level Segmentation for Anything. - Lu Qi 001; Jason Kuen; Weidong Guo; Jiuxiang Gu; Zhe Lin 001; Bo Du 001; Yu Xu; Ming-Hsuan Yang 001 (NeurIPS, 2023)

TMT-VIS: Taxonomy-aware Multi-dataset Joint Training for Video Instance Segmentation. - Rongkun Zheng; Lu Qi 001; Xi Chen 072; Yi Wang 074; Kun Wang 056; Yu Qiao 001; Hengshuang Zhao (NeurIPS, 2023)

AIMS: All-Inclusive Multi-Level Segmentation. - Lu Qi 001; Jason Kuen; Weidong Guo; Jiuxiang Gu; Zhe Lin 001; Bo Du 001; Yu Xu; Ming-Hsuan Yang 001 (CoRR, 2023)

Rethinking Evaluation Metrics of Open-Vocabulary Segmentaion. - Hao Zhou 014; Tiancheng Shen; Xu Yang 004; Hai Huang 004; Xiangtai Li; Lu Qi 001; Ming-Hsuan Yang 001 (CoRR, 2023)

Effective Adapter for Face Recognition in the Wild. - Yunhao Liu 006; Lu Qi 001; Yu-Ju Tsai; Xiangtai Li; Kelvin C. K. Chan; Ming-Hsuan Yang 001 (CoRR, 2023)

Scale-Aware Automatic Augmentations for Object Detection With Dynamic Training. - Yukang Chen; Peizhen Zhang; Tao Kong; Yanwei Li; Xiangyu Zhang 005; Lu Qi 001; Jian Sun 001; Jiaya Jia (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Fully Convolutional Networks for Panoptic Segmentation With Point-Based Supervision. - Yanwei Li; Hengshuang Zhao; Xiaojuan Qi 001; Yukang Chen; Lu Qi 001; Liwei Wang 009; Zeming Li; Jian Sun 001; Jiaya Jia (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Open World Entity Segmentation. - Lu Qi 001; Jason Kuen; Yi Wang 074; Jiuxiang Gu; Hengshuang Zhao; Philip H. S. Torr; Zhe Lin 001; Jiaya Jia (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Incremental Few-Shot Object Detection with scale- and centerness-aware weight generation. - Lu Zhang 054; Xu Yang 004; Lu Qi 001; Shaofeng Zeng; Zhiyong Liu 001 (Comput. Vis. Image Underst., 2023)

CSL: Class-Agnostic Structure-Constrained Learning for Segmentation Including the Unseen. - Hao Zhang 122; Fang Li 012; Lu Qi 001; Ming-Hsuan Yang 001; Narendra Ahuja (AAAI, 2024)

UniGS: Unified Representation for Image Generation and Segmentation. - Lu Qi 001; Lehan Yang; Weidong Guo; Yu Xu; Bo Du 001; Varun Jampani; Ming-Hsuan Yang 001 (CVPR, 2024)

Pyramid Diffusion for Fine 3D Large Scene Generation. - Yuheng Liu; Xinke Li; Xueting Li; Lu Qi 001; Chongshou Li; Ming-Hsuan Yang 001 (ECCV (69), 2024)

Dual Associated Encoder for Face Restoration. - Yu-Ju Tsai; Yu-Lun Liu 001; Lu Qi 001; Kelvin C. K. Chan; Ming-Hsuan Yang 001 (ICLR, 2024)

VinT-6D: A Large-Scale Object-in-hand Dataset from Vision, Touch and Proprioception. - Zhaoliang Wan; Yonggen Ling; Senlin Yi; Lu Qi 001; Wang Wei Lee; Minglei Lu; Sicheng Yang; Xiao Teng; Peng Lu; Xu Yang 004; Ming-Hsuan Yang 001; Hui Cheng 002 (ICML, 2024)

SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified Flow. - Chaoyang Wang 003; Xiangtai Li; Lu Qi 001; Henghui Ding; Yunhai Tong; Ming-Hsuan Yang 001 (NeurIPS, 2024)

SyncVIS: Synchronized Video Instance Segmentation. - Rongkun Zheng; Lu Qi 001; Xi Chen 072; Yi Wang 074; Kun Wang 056; Yu Qiao 001; Hengshuang Zhao (NeurIPS, 2024)

RAP-SAM: Towards Real-Time All-Purpose Segment Anything. - Shilin Xu 001; Haobo Yuan; Qingyu Shi; Lu Qi 001; Jingbo Wang 001; Yibo Yang; Yining Li; Kai Chen 026; Yunhai Tong; Bernard Ghanem; Xiangtai Li; Ming-Hsuan Yang 001 (CoRR, 2024)

Generalizable Entity Grounding via Assistance of Large Language Model. - Lu Qi 001; Yi-Wen Chen; Lehan Yang; Tiancheng Shen; Xiangtai Li; Weidong Guo; Yu Xu; Ming-Hsuan Yang 001 (CoRR, 2024)

Training Class-Imbalanced Diffusion Model Via Overlap Optimization. - Divin Yan; Lu Qi 001; Vincent Tao Hu; Ming-Hsuan Yang 001; Meng Tang (CoRR, 2024)

Empowering Visual Creativity: A Vision-Language Assistant to Image Editing Recommendations. - Tiancheng Shen; Jun Hao Liew; Long Mai; Lu Qi 001; Jiashi Feng; Jiaya Jia (CoRR, 2024)

Mamba or RWKV: Exploring High-Quality and High-Efficiency Segment Anything Model. - Haobo Yuan; Xiangtai Li; Lu Qi 001; Tao Zhang 042; Ming-Hsuan Yang 001; Shuicheng Yan; Chen Change Loy (CoRR, 2024)

ViLLa: Video Reasoning Segmentation with Large Language Model. - Rongkun Zheng; Lu Qi 001; Xi Chen 072; Yi Wang 074; Kun Wang 056; Yu Qiao 001; Hengshuang Zhao (CoRR, 2024)

LLAVADI: What Matters For Multimodal Large Language Models Distillation. - Shilin Xu 001; Xiangtai Li; Haobo Yuan; Lu Qi 001; Yunhai Tong; Ming-Hsuan Yang 001 (CoRR, 2024)

PredFormer: Transformers Are Effective Spatial-Temporal Predictive Learners. - Yujin Tang; Lu Qi 001; Fei Xie; Xiangtai Li; Chao Ma 004; Ming-Hsuan Yang 001 (CoRR, 2024)

RelationBooth: Towards Relation-Aware Customized Object Generation. - Qingyu Shi; Lu Qi 001; Jianzong Wu; Jinbin Bai; Jingbo Wang 001; Yunhai Tong; Xiangtai Li; Ming-Hsuan Yang 001 (CoRR, 2024)

Automatically Discovering Novel Visual Categories With Adaptive Prototype Learning. - Lu Zhang 054; Lu Qi 001; Xu Yang 004; Hong Qiao; Ming-Hsuan Yang 001; Zhiyong Liu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Spatiotemporal Feature Enhancement Network for Blur Robust Underwater Object Detection. - Hao Zhou 014; Lu Qi 001; Hai Huang 004; Xu Yang 004; Jing Yang 067 (IEEE Trans. Cogn. Dev. Syst., 2024)

Reference Twice: A Simple and Unified Baseline for Few-Shot Instance Segmentation. - Yue Han; Jiangning Zhang; Yabiao Wang; Chengjie Wang 001; Yong Liu 007; Lu Qi 001; Ming-Hsuan Yang 001; Xiangtai Li (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Reason3D: Searching and Reasoning 3D Segmentation via Large Language Model. - Kuan-Chih Huang; Xiangtai Li; Lu Qi 001; Shuicheng Yan; Ming-Hsuan Yang 001 (3DV, 2025)

Explore In-Context Segmentation via Latent Diffusion Models. - Chaoyang Wang 003; Xiangtai Li; Henghui Ding; Lu Qi 001; Jiangning Zhang; Yunhai Tong; Chen Change Loy; Shuicheng Yan (AAAI, 2025)

Point Cloud Mamba: Point Cloud Learning via State Space Model. - Tao Zhang 042; Haobo Yuan; Lu Qi 001; Jiangning Zhang; Qianyu Zhou 001; Shunping Ji; Shuicheng Yan; Xiangtai Li (AAAI, 2025)

DreamRelation: Bridging Customization and Relation Generation. - Qingyu Shi; Lu Qi 001; Jianzong Wu; Jinbin Bai; Jingbo Wang 001; Yunhai Tong; Xiangtai Li (CVPR, 2025)

Unified Dense Prediction of Video Diffusion. - Lehan Yang; Lu Qi 001; Xiangtai Li; Sheng Li 001; Varun Jampani; Ming-Hsuan Yang 001 (CVPR, 2025)

Controllable 3D Outdoor Scene Generation via Scene Graphs. - Yuheng Liu; Xinke Li; Yuning Zhang; Lu Qi 001; Xin Li 034; Wenping Wang; Chongshou Li; Xueting Li; Ming-Hsuan Yang 001 (ICCV, 2025)

Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing. - Chengxu Liu 001; Lu Qi 001; Jinshan Pan; Xueming Qian; Ming-Hsuan Yang 001 (ICCV, 2025)

Learning Deblurring Texture Prior From Unpaired Data with Diffusion Model. - Chengxu Liu 001; Lu Qi 001; Jinshan Pan; Xueming Qian; Ming-Hsuan Yang 001 (ICCV, 2025)

Decouple and Track: Benchmarking and Improving Video Diffusion Transformers for Motion Transfer. - Qingyu Shi; Jianzong Wu; Jinbin Bai; Jiangning Zhang; Lu Qi 001; Yunhai Tong; Xiangtai Li (ICCV, 2025)

ViLLa: Video Reasoning Segmentation with Large Language Model. - Rongkun Zheng; Lu Qi 001; Xi Chen 072; Yi Wang 074; Kun Wang 056; Hengshuang Zhao (ICCV, 2025)

Are They the Same? Exploring Visual Correspondence Shortcomings of Multimodal LLMs. - Yikang Zhou; Tao Zhang 042; Shilin Xu 001; Shihao Chen; Qianyu Zhou 001; Yunhai Tong; Shunping Ji; Jiangning Zhang; Lu Qi 001; Xiangtai Li (ICCV, 2025)

HQGS: High-Quality Novel View Synthesis with Gaussian Splatting in Degraded Scenes. - Xin Lin; Shi Luo; Xiaojun Shan; Xiaoyu Zhou; Chao Ren 002; Lu Qi 001; Ming-Hsuan Yang 001; Nuno Vasconcelos (ICLR, 2025)

RMP-SAM: Towards Real-Time Multi-Purpose Segment Anything. - Shilin Xu 001; Haobo Yuan; Qingyu Shi; Lu Qi 001; Jingbo Wang 001; Yibo Yang; Yining Li; Kai Chen 026; Yunhai Tong; Bernard Ghanem; Xiangtai Li; Ming-Hsuan Yang 001 (ICLR, 2025)

RobuRCDet: Enhancing Robustness of Radar-Camera Fusion in Bird's Eye View for 3D Object Detection. - Jingtong Yue; Zhiwei Lin; Xin Lin; Xiaoyu Zhou; Xiangtai Li; Lu Qi 001; Yongtao Wang; Ming-Hsuan Yang 001 (ICLR, 2025)

Layout-your-3D: Controllable and Precise 3D Generation with 2D Blueprint. - Junwei Zhou 003; Xueting Li; Lu Qi 001; Ming-Hsuan Yang 001 (ICLR, 2025)

Three-Dimensional Trajectory Prediction with 3DMoTraj Dataset. - Hao Zhou 014; Xu Yang 004; Mingyu Fan; Lu Qi 001; Xiangtai Li; Ming-Hsuan Yang 001; Fei Luo 003 (ICML, 2025)

Restage4D: Reanimating Deformable 3D Reconstruction from a Single Video. - Jixuan He; Chieh Hubert Lin; Lu Qi 001; Ming-Hsuan Yang 001 (NeurIPS, 2025)

RAPID Hand: Robust, Affordable, Perception-Integrated, Dexterous Manipulation Platform for Embodied Intelligence. - Zhaoliang Wan; Zetong Bi; Zida Zhou; Hao Ren 006; Yiming Zeng 008; Yihan Li; Lu Qi 001; Xu Yang 004; Ming-Hsuan Yang 001; Hui Cheng 002 (NeurIPS, 2025)

HoliGS: Holistic Gaussian Splatting for Embodied View Synthesis. - Xiaoyuan Wang; Yizhou Zhao; Botao Ye; Xiaojun Shan; Weijie Lyu; Lu Qi 001; Kelvin C. K. Chan; Yinxiao Li; Ming-Hsuan Yang 001 (NeurIPS, 2025)

Seg-VAR: Image Segmentation with Visual Autoregressive Modeling. - Rongkun Zheng; Lu Qi 001; Xi Chen 072; Yi Wang 074; Kun Wang 056; Hengshuang Zhao (NeurIPS, 2025)

Sa2VA: Marrying SAM2 with LLaVA for Dense Grounded Understanding of Images and Videos. - Haobo Yuan; Xiangtai Li; Tao Zhang 042; Zilong Huang; Shilin Xu 001; Shunping Ji; Yunhai Tong; Lu Qi 001; Jiashi Feng; Ming-Hsuan Yang 001 (CoRR, 2025)

UMC: Unified Resilient Controller for Legged Robots with Joint Malfunctions. - Yu Qiu; Xin Lin; Jingbo Wang 001; Xiangtai Li; Lu Qi 001; Ming-Hsuan Yang 001 (CoRR, 2025)

Dual Degradation Representation for Joint Deraining and Low-Light Enhancement in the Dark. - Xin Lin; Jingtong Yue; Sixian Ding; Chao Ren 002; Lu Qi 001; Ming-Hsuan Yang 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

CFCI-Net: Cross-Modality Feature Calibration and Integration Network for RGB-D Semantic Segmentation. - Hao Zhou 014; Xu Yang 004; Lu Qi 001; Haojie Chen; Hai Huang 004; Hongde Qin (IEEE Trans. Intell. Veh., 2025)

4th PVUW MeViS 3rd Place Report: Sa2VA. - Haobo Yuan; Tao Zhang 042; Xiangtai Li; Lu Qi 001; Zilong Huang; Shilin Xu 001; Jiashi Feng; Ming-Hsuan Yang 001 (CoRR, 2025)

An Empirical Study of GPT-4o Image Generation Capabilities. - Sixiang Chen; Jinbin Bai; Zhuoran Zhao; Tian Ye 001; Qingyu Shi; Donghao Zhou; Wenhao Chai; Xin Lin; Jianzong Wu; Chao Tang; Shilin Xu 001; Tao Zhang 042; et al. (CoRR, 2025)

PVUW 2025 Challenge Report: Advances in Pixel-level Understanding of Complex Videos in the Wild. - Henghui Ding; Chang Liu 072; Nikhila Ravi; Shuting He; Yunchao Wei; Song Bai 001; Philip Torr 001; Kehuan Song; Xinglin Xie; Kexin Zhang; Licheng Jiao; Lingling Li 002; et al. (CoRR, 2025)

BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation. - Haiquan Wen; Yiwei He; Zhenglin Huang; Tianxiao Li; Zihan Yu; Xingru Huang; Lu Qi 001; Baoyuan Wu; Xiangtai Li; Guangliang Cheng (CoRR, 2025)

Conditional Panoramic Image Generation via Masked Autoregressive Modeling. - Chaoyang Wang 003; Xiangtai Li; Lu Qi 001; Xiaofan Lin; Jinbin Bai; Qianyu Zhou 001; Yunhai Tong (CoRR, 2025)

RAPID Hand: A Robust, Affordable, Perception-Integrated, Dexterous Manipulation Platform for Generalist Robot Autonomy. - Zhaoliang Wan; Zetong Bi; Zida Zhou; Hao Ren 006; Yiming Zeng 008; Yihan Li; Lu Qi 001; Xu Yang 004; Ming-Hsuan Yang 001; Hui Cheng 002 (CoRR, 2025)

CyberV: Cybernetics for Test-time Scaling in Video Understanding. - Jiahao Meng; Shuyang Sun; Yue Tan; Lu Qi 001; Yunhai Tong; Xiangtai Li; Longyin Wen (CoRR, 2025)

Dense360: Dense Understanding from Omnidirectional Panoramas. - Yikang Zhou; Tao Zhang 042; Dizhe Zhang; Shunping Ji; Xiangtai Li; Lu Qi 001 (CoRR, 2025)

CoCo4D: Comprehensive and Complex 4D Scene Generation. - Junwei Zhou 003; Xueting Li; Lu Qi 001; Ming-Hsuan Yang 001 (CoRR, 2025)

DenseWorld-1M: Towards Detailed Dense Grounded Caption in the Real World. - Xiangtai Li; Tao Zhang 042; Yanwei Li; Haobo Yuan; Shihao Chen; Yikang Zhou; Jiahao Meng; Yueyi Sun; Shilin Xu 001; Lu Qi 001; Tianheng Cheng; Yi Lin; et al. (CoRR, 2025)

On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification. - Yongliang Wu; Yizhou Zhou; Zhou Ziheng; Yingzhe Peng; Xinyu Ye; Xinting Hu; Wenbo Zhu; Lu Qi 001; Ming-Hsuan Yang 001; Xu Yang 004 (CoRR, 2025)

Rethinking Evaluation Metrics of Open-Vocabulary Segmentation. - Hao Zhou 014; Lu Qi 001; Tiancheng Shen; Hai Huang 004; Xu Yang 004; Xiangtai Li; Ming-Hsuan Yang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

One Flight Over the Gap: A Survey from Perspective to Panoramic Vision. - Xin Lin; Xian Ge; Dizhe Zhang; Zhaoliang Wan; Xianshun Wang; Xiangtai Li; Wenjie Jiang; Bo Du 001; Dacheng Tao; Ming-Hsuan Yang 001; Lu Qi 001 (CoRR, 2025)

The 1st Solution for 7th LSVOS RVOS Track: SaSaSa2VA. - Quanzhu Niu; Dengxian Gong; Shihao Chen; Tao Zhang 042; Yikang Zhou; Haobo Yuan; Lu Qi 001; Xiangtai Li; Shunping Ji (CoRR, 2025)

D2GS: Depth-and-Density Guided Gaussian Splatting for Stable and Accurate Sparse-View Reconstruction. - Meixi Song; Xin Lin; Dizhe Zhang; Haodong Li; Xiangtai Li; Bo Du 001; Lu Qi 001 (CoRR, 2025)

DiT360: High-Fidelity Panoramic Image Generation via Hybrid Training. - Haoran Feng; Dizhe Zhang; Xiangtai Li; Bo Du 001; Lu Qi 001 (CoRR, 2025)

Rethinking Cross-Generator Image Forgery Detection through DINOv3. - Zhenglin Huang; Jason Li; Haiquan Wen; Tianxiao Li; Xi Yang 008; Lu Qi 001; Bei Peng 001; Xiaowei Huang 001; Ming-Hsuan Yang 001; Guangliang Cheng (CoRR, 2025)

Re-Boosting Self-Collaboration Parallel Prompt GAN for Unsupervised Image Restoration. - Xin Lin; Yuyan Zhou; Jingtong Yue; Chao Ren 002; Kelvin C. K. Chan; Lu Qi 001; Ming-Hsuan Yang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

AirSim360: A Panoramic Simulation Platform within Drone View. - Xian Ge; Yuling Pan; Yuhang Zhang; Xiang Li 067; Weijun Zhang; Dizhe Zhang; Zhaoliang Wan; Xin Lin; Xiangkai Zhang; Juntao Liang; Jason Li; Wenjie Jiang; et al. (CoRR, 2025)

Visual Reasoning Tracer: Object-Level Grounded Reasoning Benchmark. - Haobo Yuan; Yueyi Sun; Yanwei Li; Tao Zhang 042; Xueqing Deng; Henghui Ding; Lu Qi 001; Anran Wang 001; Xiangtai Li; Ming-Hsuan Yang 001 (CoRR, 2025)

Depth Any Panoramas: A Foundation Model for Panoramic Depth Estimation. - Xin Lin; Meixi Song; Dizhe Zhang; Wenxuan Lu; Haodong Li; Bo Du 001; Ming-Hsuan Yang 001; Truong Nguyen 002; Lu Qi 001 (CoRR, 2025)

Video Prediction Transformers without Recurrence or Convolution. - Yujin Tang; Lu Qi 001; Xiangtai Li; Chao Ma 004; Ming-Hsuan Yang 001 (Trans. Mach. Learn. Res., 2026)

SAMTok: Representing Any Mask with Two Words. - Yikang Zhou; Tao Zhang 042; Dengxian Gong; Yuanzheng Wu; Ye Tian; Haochen Wang; Haobo Yuan; Jiacong Wang; Lu Qi 001; Hao Fei 001; Anran Wang 001; Zhuochen Wang; et al. (CoRR, 2026)

SLER-IR: Spherical Layer-wise Expert Routing for All-in-One Image Restoration. - Peng Shurui; Xin Lin; Shi Luo; Jincen Ou; Dizhe Zhang; Lu Qi 001; Truong Nguyen 002; Chao Ren 002 (CoRR, 2026)

MOSIV: Multi-Object System Identification from Videos. - Chunjiang Liu; Xiaoyuan Wang; Qingran Lin; Albert Xiao; Haoyu Chen; Shizheng Wen; Hao Zhang 122; Lu Qi 001; Ming-Hsuan Yang 001; László A. Jeni; Min Xu; Yizhou Zhao (CoRR, 2026)

Fly360: Omnidirectional Obstacle Avoidance within Drone View. - Xiangkai Zhang; Dizhe Zhang; WenZhuo Cao; Zhaoliang Wan; Yingjie Niu; Lu Qi 001; Xu Yang 004; Zhiyong Liu 001 (CoRR, 2026)

Recover to Predict: Progressive Retrospective Learning for Variable-Length Trajectory Prediction. - Hao Zhou 014; Lu Qi 001; Jason Li; Jie Zhang; Yi Liu; Xu Yang 004; Mingyu Fan; Fei Luo 003 (CoRR, 2026)

SaSaSaSa2VA: 2nd Place of the 5th PVUW MeViS-Text Track. - Dengxian Gong; Quanzhu Niu; Shihao Chen; Yuanzheng Wu; Yikang Zhou; Tao Zhang 042; Haobo Yuan; Lu Qi 001; Shunping Ji (CoRR, 2026)

Fine-Grained Multimodal Alignment for Image-Text Retrieval via Graph Learning. - Mao Chen 007; Xiangkai Zhang; Lu Qi 001; Xiangtai Li; Xu Yang 004; Steven C. H. Hoi; Zhiyong Liu 001; Ming-Hsuan Yang 001 (Int. J. Comput. Vis., 2026)

STRNet: Visual Navigation with Spatio-Temporal Representation through Dynamic Graph Aggregation. - Hao Ren 006; Zetong Bi; Yiming Zeng 008; Zhaoliang Wan; Lu Qi 001; Hui Cheng 002 (CoRR, 2026)

DC-SAM: In-Context Segment Anything in Images and Videos via Dual Consistency. - Mengshi Qi; Pengfei Zhu 001; Xiangtai Li; Xiaoyang Bi; Lu Qi 001; Huadong Ma; Ming-Hsuan Yang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2026)

Fisher-Preserving Guidance: Training-Free Manifold Constraints for Safe Diffusion Control. - Hao Ren 006; Zetong Bi; Yiming Zeng 008; Le Zheng; Zhi Li 091; Zhaoliang Wan; Lu Qi 001; Hui Cheng 002 (CoRR, 2026)

Causal Prompts for Open-Vocabulary Video Instance Segmentation. - Rongkun Zheng; Lu Qi 001; Xi Chen 119; Yi Wang 074; Kun Wang 056; Yu Qiao 001; Hengshuang Zhao (IEEE Trans. Pattern Anal. Mach. Intell., 2026)