Nian Liu

According to our database, Nian Liu authored at least 66 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Unsupervised Pre-Training With Language-Vision Prompts for Low-Data Instance Segmentation.

Dingwen Zhang, Hao Li, Diqi He, Nian Liu, Lechao Cheng, Jingdong Wang, Junwei Han

IEEE Trans. Pattern Anal. Mach. Intell., October, 2025

Advanced Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection.

Long Li, Huichao Xie, Nian Liu, Dingwen Zhang, Rao Muhammad Anwer, Hisham Cholakkal, Junwei Han

IEEE Trans. Pattern Anal. Mach. Intell., September, 2025

Composed Object Retrieval: Object-level Retrieval via Composed Expressions.

Tong Wang, Guanyu Yang, Nian Liu, Zongyan Han, Jinxing Zhou, Salman H. Khan, Fahad Shahbaz Khan

CoRR, August, 2025

AURORA: Augmented Understanding via Structured Reasoning and Reinforcement Learning for Reference Audio-Visual Segmentation.

Ziyang Luo, Nian Liu, Fahad Shahbaz Khan, Junwei Han

CoRR, August, 2025

RAGNet: Large-scale Reasoning-based Affordance Segmentation Benchmark towards General Grasping.

Dongming Wu, Yanping Fu, Saike Huang, Yingfei Liu, Fan Jia, Nian Liu, Feng Dai, Tiancai Wang, Rao Muhammad Anwer, Fahad Shahbaz Khan, Jianbing Shen

CoRR, July, 2025

TAViS: Text-bridged Audio-Visual Segmentation with Foundation Models.

Ziyang Luo, Nian Liu, Xuguang Yang, Salman Khan, Rao Muhammad Anwer, Hisham Cholakkal, Fahad Shahbaz Khan, Junwei Han

CoRR, June, 2025

NTRENet++: Unleashing the Power of Non-Target Knowledge for Few-Shot Semantic Segmentation.

Yuanwei Liu, Nian Liu, Yi Wu, Hisham Cholakkal, Rao Muhammad Anwer, Xiwen Yao, Junwei Han

IEEE Trans. Circuits Syst. Video Technol., May, 2025

LLaVA-Endo: a large language-and-vision assistant for gastrointestinal endoscopy.

Jieru Yao, Xueran Li, Qiang Xie, Longfei Han, Yiwen Jia, Nian Liu, Dingwen Zhang, Junwei Han

Frontiers Comput. Sci., April, 2025

Adapting In-Domain Few-Shot Segmentation to New Domains without Retraining.

Qi Fan, Kaiqi Liu, Nian Liu, Hisham Cholakkal, Rao Muhammad Anwer, Wenbin Li, Yang Gao

CoRR, April, 2025

EM-Trans: Edge-Aware Multimodal Transformer for RGB-D Salient Object Detection.

Geng Chen, Qingyue Wang, Bo Dong, Ruitao Ma, Nian Liu, Huazhu Fu, Yong Xia

IEEE Trans. Neural Networks Learn. Syst., February, 2025

Density-aware and Depth-aware Visual Representation for Zero-Shot Object Counting.

Fang Nan, Feng Tian, Ni Zhang, Nian Liu, Haonan Miao, Guang Dai, Mengmeng Wang

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Pixel Distillation: Cost-Flexible Distillation Across Image Sizes and Heterogeneous Networks.

Guangyu Guo, Dingwen Zhang, Longfei Han, Nian Liu, Ming-Ming Cheng, Junwei Han

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

VST++: Efficient and Stronger Visual Saliency Transformer.

Nian Liu, Ziyang Luo, Ni Zhang, Junwei Han

IEEE Trans. Pattern Anal. Mach. Intell., November, 2024

BEVRefiner: Improving 3D Object Detection in Bird's-Eye-View via Dual Refinement.

Binglu Wang, Haowen Zheng, Lei Zhang, Nian Liu, Rao Muhammad Anwer, Hisham Cholakkal, Yongqiang Zhao, Zhijun Li

IEEE Trans. Intell. Transp. Syst., October, 2024

Learning Complementary Spatial-Temporal Transformer for Video Salient Object Detection.

Nian Liu, Kepan Nan, Wangbo Zhao, Xiwen Yao, Junwei Han

IEEE Trans. Neural Networks Learn. Syst., August, 2024

CADC++: Advanced Consensus-Aware Dynamic Convolution for Co-Salient Object Detection.

Ni Zhang, Nian Liu, Fang Nan, Junwei Han

IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Contextual Dependency Vision Transformer for spectrogram-based multivariate time series analysis.

Jieru Yao, Longfei Han, Kaihui Yang, Guangyu Guo, Nian Liu, Xiankai Huang, Zhaohui Zheng, Dingwen Zhang, Junwei Han

Neurocomputing, March, 2024

Robust Perception and Precise Segmentation for Scribble-Supervised RGB-D Saliency Detection.

Long Li, Junwei Han, Nian Liu, Salman H. Khan, Hisham Cholakkal, Rao Muhammad Anwer, Fahad Khan

IEEE Trans. Pattern Anal. Mach. Intell., January, 2024

CalibNet: Dual-Branch Cross-Modal Calibration for RGB-D Salient Instance Segmentation.

Jialun Pei, Tao Jiang, He Tang, Nian Liu, Yueming Jin, Deng-Ping Fan, Pheng-Ann Heng

IEEE Trans. Image Process., 2024

V2VSSC: A 3D Semantic Scene Completion Benchmark for Perception with Vehicle to Vehicle Communication.

Yuanfang Zhang, Junxuan Li, Kaiqing Luo, Yiying Yang, Jiayi Han, Nian Liu, Denghui Qin, Peng Han, Chengpei Xu

CoRR, 2024

Bidirectional Reciprocative Information Communication for Few-Shot Semantic Segmentation.

Yuanwei Liu, Junwei Han, Xiwen Yao, Salman Khan, Hisham Cholakkal, Rao Muhammad Anwer, Nian Liu, Fahad Shahbaz Khan

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Learning Camouflaged Object Detection from Noisy Pseudo Label.

Jin Zhang, Ruiheng Zhang, Yanjiao Shi, Zhe Cao, Nian Liu, Fahad Shahbaz Khan

Proceedings of the Computer Vision - ECCV 2024, 2024

CONDA: Condensed Deep Association Learning for Co-salient Object Detection.

Long Li, Nian Liu, Dingwen Zhang, Zhongyu Li, Salman Khan, Rao Muhammad Anwer, Hisham Cholakkal, Junwei Han, Fahad Shahbaz Khan

Proceedings of the Computer Vision - ECCV 2024, 2024

VSCode: General Visual Salient and Camouflaged Object Detection with 2D Prompt Learning.

Ziyang Luo, Nian Liu, Wangbo Zhao, Xuguang Yang, Dingwen Zhang, Deng-Ping Fan, Fahad Khan, Junwei Han

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

GP-NeRF: Generalized Perception NeRF for Context-Aware 3D Scene Understanding.

Hao Li, Dingwen Zhang, Yalun Dai, Nian Liu, Lechao Cheng, Jingfeng Li, Jingdong Wang, Junwei Han

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

TransGOP: Transformer-Based Gaze Object Prediction.

Binglu Wang, Chenxi Guo, Yang Jin, Haisheng Xia, Nian Liu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Salient Object Detection via Integrity Learning.

Mingchen Zhuge, Deng-Ping Fan, Nian Liu, Dingwen Zhang, Dong Xu, Ling Shao

IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Face De-Occlusion With Deep Cascade Guidance Learning.

Ni Zhang, Nian Liu, Junwei Han, Kaiyuan Wan, Ling Shao

IEEE Trans. Multim., 2023

Boosting Low-Data Instance Segmentation by Unsupervised Pre-training with Saliency Prompt.

Hao Li, Dingwen Zhang, Nian Liu, Lechao Cheng, Yalun Dai, Chao Zhang, Xinggang Wang, Junwei Han

CoRR, 2023

Multi-grained Temporal Prototype Learning for Few-shot Video Object Segmentation.

Nian Liu, Kepan Nan, Wangbo Zhao, Yuanwei Liu, Xiwen Yao, Salman Khan, Hisham Cholakkal, Rao Muhammad Anwer, Junwei Han, Fahad Shahbaz Khan

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Towards Instance-adaptive Inference for Federated Learning.

Chun-Mei Feng, Kai Yu, Nian Liu, Xinxing Xu, Salman Khan, Wangmeng Zuo

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Boosting Low-Data Instance Segmentation by Unsupervised Pre-training with Saliency Prompt.

Hao Li, Dingwen Zhang, Nian Liu, Lechao Cheng, Yalun Dai, Chao Zhang, Xinggang Wang, Junwei Han

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection.

Long Li, Junwei Han, Ni Zhang, Nian Liu, Salman H. Khan, Hisham Cholakkal, Rao Muhammad Anwer, Fahad Shahbaz Khan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Deep RGB-D Saliency Detection Without Depth.

Yuan-fang Zhang, Jiangbin Zheng, Wenjing Jia, Wenfeng Huang, Long Li, Nian Liu, Fei Li, Xiangjian He

IEEE Trans. Multim., 2022

Learning Implicit Class Knowledge for RGB-D Co-Salient Object Detection With Transformers.

Ni Zhang, Junwei Han, Nian Liu

IEEE Trans. Image Process., 2022

Disentangled Capsule Routing for Fast Part-Object Relational Saliency.

Yi Liu, Dingwen Zhang, Nian Liu, Shoukun Xu, Jungong Han

IEEE Trans. Image Process., 2022

Learning Selective Mutual Attention and Contrast for RGB-D Saliency Detection.

Nian Liu, Ni Zhang, Ling Shao, Junwei Han

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Instance-Level Relative Saliency Ranking With Graph Reasoning.

Nian Liu, Long Li, Wangbo Zhao, Junwei Han, Ling Shao

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Scribble-Supervised Video Object Segmentation.

Peiliang Huang, Junwei Han, Nian Liu, Jun Ren, Dingwen Zhang

IEEE CAA J. Autom. Sinica, 2022

Structured Attention Composition for Temporal Action Localization.

Le Yang, Junwei Han, Tao Zhao, Nian Liu, Dingwen Zhang

CoRR, 2022

Intermediate Prototype Mining Transformer for Few-Shot Semantic Segmentation.

Yuanwei Liu, Nian Liu, Xiwen Yao, Junwei Han

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Learning Non-target Knowledge for Few-shot Semantic Segmentation.

Yuanwei Liu, Nian Liu, Qinglong Cao, Xiwen Yao, Junwei Han, Ling Shao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Group Re-Identification With Group Context Graph Neural Networks.

Ji Zhu, Hua Yang, Weiyao Lin, Nian Liu, Jia Wang, Wenjun Zhang

IEEE Trans. Multim., 2021

SCG: Saliency and Contour Guided Salient Instance Segmentation.

Nian Liu, Wangbo Zhao, Ling Shao, Junwei Han

IEEE Trans. Image Process., 2021

Rethinking feature aggregation for deep RGB-D salient object detection.

Yuanfang Zhang, Jiangbin Zheng, Long Li, Nian Liu, Wenjing Jia, Xiaochen Fan, Chengpei Xu, Xiangjian He

Neurocomputing, 2021

AMDFNet: Adaptive multi-level deformable fusion network for RGB-D saliency detection.

Fei Li, Jiangbin Zheng, Yuanfang Zhang, Nian Liu, Wenjing Jia

Neurocomputing, 2021

Light Field Saliency Detection with Dual Local Graph Learning andReciprocative Guidance.

Nian Liu, Wangbo Zhao, Dingwen Zhang, Junwei Han, Ling Shao

CoRR, 2021

Context-aware Cross-level Fusion Network for Camouflaged Object Detection.

Yujia Sun, Geng Chen, Tao Zhou, Yi Zhang, Nian Liu

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Summarize and Search: Learning Consensus-aware Dynamic Convolution for Co-Saliency Detection.

Ni Zhang, Junwei Han, Nian Liu, Ling Shao

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Light Field Saliency Detection with Dual Local Graph Learning and Reciprocative Guidance.

Nian Liu, Wangbo Zhao, Dingwen Zhang, Junwei Han, Ling Shao

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Visual Saliency Transformer.

Nian Liu, Ni Zhang, Kaiyuan Wan, Ling Shao, Junwei Han

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Weakly Supervised Video Salient Object Detection.

Wangbo Zhao, Jing Zhang, Long Li, Nick Barnes, Nian Liu, Junwei Han

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

PiCANet: Pixel-Wise Contextual Attention Learning for Accurate Saliency Detection.

Nian Liu, Junwei Han, Ming-Hsuan Yang

IEEE Trans. Image Process., 2020

Learning Selective Self-Mutual Attention for RGB-D Saliency Detection.

Nian Liu, Ni Zhang, Junwei Han

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2018

Learning to Predict Eye Fixations via Multiresolution Convolutional Neural Networks.

Nian Liu, Junwei Han, Tianming Liu, Xuelong Li

IEEE Trans. Neural Networks Learn. Syst., 2018

Attentive Linear Transformation for Image Captioning.

Senmao Ye, Junwei Han, Nian Liu

IEEE Trans. Image Process., 2018

Segmentation in Weakly Labeled Videos via a Semantic Ranking and Optical Warping Network.

Le Yang, Junwei Han, Dingwen Zhang, Nian Liu, Dong Zhang

IEEE Trans. Image Process., 2018

A Deep Spatial Contextual Long-Term Recurrent Convolutional Network for Saliency Detection.

Nian Liu, Junwei Han

IEEE Trans. Image Process., 2018

CNNs-Based RGB-D Saliency Detection via Cross-View Transfer and Multiview Fusion.

Junwei Han, Hao Chen, Nian Liu, Chenggang Yan, Xuelong Li

IEEE Trans. Cybern., 2018

Advanced Deep-Learning Techniques for Salient and Category-Specific Object Detection: A Survey.

Junwei Han, Dingwen Zhang, Gong Cheng, Nian Liu, Dong Xu

IEEE Signal Process. Mag., 2018

Online Multi-Object Tracking with Dual Matching Attention Networks.

Ji Zhu, Hua Yang, Nian Liu, Minyoung Kim, Wenjun Zhang, Ming-Hsuan Yang

Proceedings of the Computer Vision - ECCV 2018, 2018

PiCANet: Learning Pixel-Wise Contextual Attention for Saliency Detection.

Nian Liu, Junwei Han, Ming-Hsuan Yang

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

PiCANet: Learning Pixel-wise Contextual Attention in ConvNets and Its Application in Saliency Detection.

Nian Liu, Junwei Han

CoRR, 2017

2016

Latent source mining in FMRI data via deep neural network.

Heng Huang, Xintao Hu, Junwei Han, Jinglei Lv, Nian Liu, Lei Guo, Tianming Liu

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

DHSNet: Deep Hierarchical Saliency Network for Salient Object Detection.

Nian Liu, Junwei Han

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Predicting eye fixations using convolutional neural networks.

Nian Liu, Junwei Han, Dingwen Zhang, Shifeng Wen, Tianming Liu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015