Gaowen Liu

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 55

Top Venues

CoRR

IEEE Trans. Image Process.

ICASSP

NeurIPS

University of Trento, Italy (PHD)

Education History

University of Trento, Italy

PHD

Publications

Letian Peng, Yuwei Zhang, Zilong Wang, Jayanth Srinivasa, Gaowen Liu, Zihan Wang, Jingbo Shang
Answer is All You Need: Instruction-following Text Embedding via Answering the Question. ACL (1) (2024)
Fatih Ilhan, Ka-Ho Chow, Sihao Hu, Tiansheng Huang, Selim F. Tekin, Wenqi Wei, Yanzhao Wu, Myungjin Lee, Ramana Kompella, Hugo Latapie, Gaowen Liu, Ling Liu
Adaptive Deep Neural Network Inference Optimization with EENet. WACV (2024)
Sihao Hu, Tiansheng Huang, Fatih Ilhan, Selim F. Tekin, Gaowen Liu, Ramana Kompella, Ling Liu
A Survey on Large Language Model-Based Game Agents. CoRR (2024)
Junge Zhang, Qihang Zhang, Li Zhang, Ramana Rao Kompella, Gaowen Liu, Bolei Zhou
Urban Scene Diffusion through Semantic Occupancy Map. CoRR (2024)
Hou-I Liu, Christine Wu, Jen-Hao Cheng, Wenhao Chai, Shian-Yun Wang, Gaowen Liu, Jenq-Neng Hwang, Hong-Han Shuai, Wen-Huang Cheng
MonoTAKD: Teaching Assistant Knowledge Distillation for Monocular 3D Object Detection. CoRR (2024)
Yuchi Liu, Jaskirat Singh, Gaowen Liu, Ali Payani, Liang Zheng
Towards Hierarchical Multi-Agent Workflows for Zero-Shot Prompt Optimization. CoRR (2024)
Yuzhang Shang, Dan Xu, Gaowen Liu, Ramana Rao Kompella, Yan Yan
Efficient Multitask Dense Predictor via Binarization. CoRR (2024)
Nick John Eliopoulos, Purvish Jajal, James C. Davis, Gaowen Liu, George K. Thiravathukal, Yung-Hsiang Lu
Pruning One More Token is Enough: Leveraging Latency-Workload Non-Linearities for Vision Transformers on the Edge. CoRR (2024)
Han Shen, Santiago Paternain, Gaowen Liu, Ramana Kompella, Tianyi Chen
A Method for Bilevel Optimization with Convex Lower-Level Problem. ICASSP (2024)
Kaiwen Cai, Zhekai Duan, Gaowen Liu, Charles Fleming, Chris Xiaoxuan Lu
Self-Adapting Large Visual-Language Models to Edge Devices across Visual Modalities. CoRR (2024)
Weitai Kang, Gaowen Liu, Mubarak Shah, Yan Yan
SegVG: Transferring Object Bounding Box to Segmentation for Visual Grounding. CoRR (2024)
Jiabao Ji, Yujian Liu, Yang Zhang, Gaowen Liu, Ramana Rao Kompella, Sijia Liu, Shiyu Chang
Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference. CoRR (2024)
Matteo Farina, Massimiliano Mancini, Elia Cunegatti, Gaowen Liu, Giovanni Iacca, Elisa Ricci
MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning. CoRR (2024)
Jiabao Ji, Bairu Hou, Zhen Zhang, Guanhua Zhang, Wenqi Fan, Qing Li, Yang Zhang, Gaowen Liu, Sijia Liu, Shiyu Chang
Advancing the Robustness of Large Language Models through Self-Denoised Smoothing. CoRR (2024)
Ziheng Chen, Yue Song, Xiaojun Wu, Gaowen Liu, Nicu Sebe
Understanding Matrix Function Normalizations in Covariance Pooling through the Lens of Riemannian Geometry. CoRR (2024)
Xintong Li, Jinya Jiang, Ria Dharmani, Jayanth Srinivasa, Gaowen Liu, Jingbo Shang
Open-world Multi-label Text Classification with Extremely Weak Supervision. CoRR (2024)
Sheng-Yao Kuan, Jen-Hao Cheng, Hsiang-Wei Huang, Wenhao Chai, Cheng-Yen Yang, Hugo Latapie, Gaowen Liu, Bing-Fei Wu, Jenq-Neng Hwang
Boosting Online 3D Multi-Object Tracking through Camera-Radar Cross Check. CoRR (2024)
Letian Peng, Yuwei Zhang, Zilong Wang, Jayanth Srinivasa, Gaowen Liu, Zihan Wang, Jingbo Shang
Answer is All You Need: Instruction-following Text Embedding via Answering the Question. CoRR (2024)
Heshan Devaka Fernando, Lisha Chen, Songtao Lu, Pin-Yu Chen, Miao Liu, Subhajit Chaudhury, Keerthiram Murugesan, Gaowen Liu, Meng Wang, Tianyi Chen
Variance Reduction Can Improve Trade-Off in Multi-Objective Learning. ICASSP (2024)
Wenfang Sun, Yingjun Du, Gaowen Liu, Ramana Kompella, Cees G. M. Snoek
Training-Free Semantic Segmentation via LLM-Supervision. CoRR (2024)
Zhiliang Wu, Changchang Sun, Hanyu Xuan, Gaowen Liu, Yan Yan
WaveFormer: Wavelet Transformer for Noise-Robust Video Inpainting. AAAI (2024)
Sheng-Yao Kuan, Jen-Hao Cheng, Hsiang-Wei Huang, Wenhao Chai, Cheng-Yen Yang, Hugo Latapie, Gaowen Liu, Bing-Fei Wu, Jenq-Neng Hwang
Boosting Online 3D Multi-Object Tracking through Camera-Radar Cross Check. IV (2024)
Ziheng Chen, Yue Song, Gaowen Liu, Ramana Rao Kompella, Xiaojun Wu, Nicu Sebe
Riemannian Multiclass Logistics Regression for SPD Neural Networks. CoRR (2023)
Fatih Ilhan, Ling Liu, Ka Ho Chow, Wenqi Wei, Yanzhao Wu, Myungjin Lee, Ramana Kompella, Hugo Latapie, Gaowen Liu
EENet: Learning to Early Exit for Adaptive Inference. CoRR (2023)
Gaowen Liu, Yuzhang Shang, Yuguang Yao, Ramana Kompella
Network Specialization via Feature-level Knowledge Distillation. CVPR Workshops (2023)
Jinghan Jia, Jiancheng Liu, Parikshit Ram, Yuguang Yao, Gaowen Liu, Yang Liu, Pranay Sharma, Sijia Liu
Model Sparsification Can Simplify Machine Unlearning. CoRR (2023)
Yuzhang Shang, Bingxin Xu, Gaowen Liu, Ramana Rao Kompella, Yan Yan
Causal-DFQ: Causality Guided Data-free Network Quantization. ICCV (2023)
Jen-Hao Cheng, Sheng-Yao Kuan, Hugo Latapie, Gaowen Liu, Jenq-Neng Hwang
CenterRadarNet: Joint 3D Object Detection and Tracking Framework using 4D FMCW Radar. CoRR (2023)
Sanjana Vijay Ganesh, Yanzhao Wu, Gaowen Liu, Ramana Kompella, Ling Liu
Amplifying Object Tracking Performance on Edge Devices. CogMI (2023)
Peihao Chen, Xinyu Sun, Hongyan Zhi, Runhao Zeng, Thomas H. Li, Gaowen Liu, Mingkui Tan, Chuang Gan
Nav: Action-Aware Zero-Shot Robot Navigation by Exploiting Vision-and-Language Ability of Foundation Models. CoRR (2023)
Yihua Zhang, Yimeng Zhang, Aochuan Chen, Jinghan Jia, Jiancheng Liu, Gaowen Liu, Mingyi Hong, Shiyu Chang, Sijia Liu
Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning. CoRR (2023)
Sanjana Vijay Ganesh, Yanzhao Wu, Gaowen Liu, Ramana Kompella, Ling Liu
Fast and Resource-Efficient Object Tracking on Edge Devices: A Measurement Study. CoRR (2023)
Yihua Zhang, Yimeng Zhang, Aochuan Chen, Jinghan Jia, Jiancheng Liu, Gaowen Liu, Mingyi Hong, Shiyu Chang, Sijia Liu
Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning. NeurIPS (2023)
Haotao Wang, Ziyu Jiang, Yuning You, Yan Han, Gaowen Liu, Jayanth Srinivasa, Ramana Kompella, Zhangyang Wang
Graph Mixture of Experts: Learning on Large-Scale Graphs with Explicit Diversity Modeling. NeurIPS (2023)
Yuzhang Shang, Bingxin Xu, Gaowen Liu, Ramana Kompella, Yan Yan
Causal-DFQ: Causality Guided Data-free Network Quantization. CoRR (2023)
Bin Duan, Keshav Bhandari, Gaowen Liu, Yan Yan
Optical Flow Estimation in 360° Videos: Dataset, Model and Application. CoRR (2023)
Gaowen Liu, Huan Liu, Caixia Yan, Yuyang Guo, Rui Li, Sizhe Dang
Spatially-Aware Human-Object Interaction Detection with Cross-Modal Enhancement. ICONIP (5) (2023)
Zhuoshi Pan, Yuguang Yao, Gaowen Liu, Bingquan Shen, H. Vicky Zhao, Ramana Rao Kompella, Sijia Liu
From Trojan Horses to Castle Walls: Unveiling Bilateral Backdoor Effects in Diffusion Models. CoRR (2023)
Jinghan Jia, Jiancheng Liu, Parikshit Ram, Yuguang Yao, Gaowen Liu, Yang Liu, Pranay Sharma, Sijia Liu
Model Sparsity Can Simplify Machine Unlearning. NeurIPS (2023)
Jianyuan Ni, Hao Tang, Anne H. H. Ngu, Gaowen Liu, Yan Yan
Physical-aware Cross-modal Adversarial Network for Wearable Sensor-based Human Action Recognition. CoRR (2023)
Keshav Bhandari, Bin Duan, Gaowen Liu, Hugo Latapie, Ziliang Zong, Yan Yan
Learning Omnidirectional Flow in 360-degree Video via Siamese Representation. CoRR (2022)
Changchang Sun, Hugo Latapie, Gaowen Liu, Yan Yan
Deep Normalized Cross-Modal Hashing with Bi-Direction Relation Reasoning. CVPR Workshops (2022)
Keshav Bhandari, Bin Duan, Gaowen Liu, Hugo Latapie, Ziliang Zong, Yan Yan
Learning Omnidirectional Flow in 360$^\circ $ Video via Siamese Representation. ECCV (8) (2022)
Gaowen Liu, Hugo Latapie, Özkan Kiliç, Adam Lawrence
Parallel Generative Adversarial Network for Third-person to First-person Image Generation. CVPR Workshops (2022)
Gaowen Liu, Hao Tang, Hugo Latapie, Jason J. Corso, Yan Yan
Cross-View Exocentric to Egocentric Video Synthesis. ACM Multimedia (2021)
Gaowen Liu, Hao Tang, Hugo Latapie, Jason J. Corso, Yan Yan
Cross-View Exocentric to Egocentric Video Synthesis. CoRR (2021)
Hugo Latapie, Özkan Kiliç, Gaowen Liu, Yan Yan, Ramana Kompella, Pei Wang, Kristinn R. Thórisson, Adam Lawrence, Yuhong Sun, Jayanth Srinivasa
A Metamodel and Framework for Artificial General Intelligence From Theory to Practice. CoRR (2021)
Hugo Latapie, Özkan Kiliç, Gaowen Liu, Ramana Kompella, Adam Lawrence, Yuhong Sun, Jayanth Srinivasa, Yan Yan, Pei Wang, Kristinn R. Thórisson
A Metamodel and Framework for Artificial General Intelligence From Theory to Practice. J. Artif. Intell. Conscious. 8 (2) (2021)
Gaowen Liu, Hao Tang, Hugo Latapie, Yan Yan
Exocentric to Egocentric Image Generation via Parallel Generative Adversarial Network. CoRR (2020)
Gaowen Liu, Hao Tang, Hugo Latapie, Yan Yan
Exocentric to Egocentric Image Generation Via Parallel Generative Adversarial Network. ICASSP (2020)
Hao Tang, Dan Xu, Gaowen Liu, Wei Wang, Nicu Sebe, Yan Yan
Cycle In Cycle Generative Adversarial Networks for Keypoint-Guided Image Generation. ACM Multimedia (2019)
Hao Tang, Dan Xu, Gaowen Liu, Wei Wang, Nicu Sebe, Yan Yan
Cycle In Cycle Generative Adversarial Networks for Keypoint-Guided Image Generation. CoRR (2019)
Yan Yan, Gaowen Liu, Sen Wang, Jian Zhang, Kai Zheng
Graph-based clustering and ranking for diversified image search. Multim. Syst. 23 (1) (2017)
Yan Yan, Elisa Ricci, Ramanathan Subramanian, Gaowen Liu, Oswald Lanz, Nicu Sebe
A Multi-Task Learning Framework for Head Pose Estimation under Target Motion. IEEE Trans. Pattern Anal. Mach. Intell. 38 (6) (2016)
Gaowen Liu, Yan Yan, Ramanathan Subramanian, Jingkuan Song, Guoyu Lu, Nicu Sebe
Active domain adaptation with noisy labels for multimedia analysis. World Wide Web 19 (2) (2016)
Yan Yan, Yi Yang, Haoquan Shen, Deyu Meng, Gaowen Liu, Alexander G. Hauptmann, Nicu Sebe
Complex Event Detection via Event Oriented Dictionary Learning. AAAI (2015)
Yan Yan, Elisa Ricci, Gaowen Liu, Nicu Sebe
Egocentric Daily Activity Recognition via Multitask Clustering. IEEE Trans. Image Process. 24 (10) (2015)
Yan Yan, Yi Yang, Deyu Meng, Gaowen Liu, Wei Tong, Alexander G. Hauptmann, Nicu Sebe
Event Oriented Dictionary Learning for Complex Event Detection. IEEE Trans. Image Process. 24 (6) (2015)
Gaowen Liu, Yan Yan, Elisa Ricci, Yi Yang, Yahong Han, Stefan Winkler, Nicu Sebe
Inferring Painting Style with Multi-Task Dictionary Learning. IJCAI (2015)
Gaowen Liu, Yan Yan, Chenqiang Gao, Wei Tong, Alexander G. Hauptmann, Nicu Sebe
The Mystery of Faces: Investigating Face Contribution for Multimedia Event Detection. ICMR (2014)
Yan Yan, Elisa Ricci, Ramanathan Subramanian, Gaowen Liu, Nicu Sebe
Multitask Linear Discriminant Analysis for View Invariant Action Recognition. IEEE Trans. Image Process. 23 (12) (2014)
Yan Yan, Elisa Ricci, Gaowen Liu, Nicu Sebe
Recognizing Daily Activities from First-Person Videos with Multi-task Clustering. ACCV (4) (2014)
Chenqiang Gao, Deyu Meng, Wei Tong, Yi Yang, Yang Cai, Haoquan Shen, Gaowen Liu, Shicheng Xu, Alexander G. Hauptmann
Interactive Surveillance Event Detection through Mid-level Discriminative Representation. ICMR (2014)
Gaowen Liu, Yan Yan, Jingkuan Song, Nicu Sebe
Minimizing dataset bias: Discriminative multi-task sparse coding through shared subspace learning for image classification. ICIP (2014)
Yan Yan, Haoquan Shen, Gaowen Liu, Zhigang Ma, Chenqiang Gao, Nicu Sebe
GLocal tells you more: Coupling GLocal structural for feature selection with sparsity for image and video classification. Comput. Vis. Image Underst. 124 (2014)
Yan Yan, Elisa Ricci, Gaowen Liu, Ramanathan Subramanian, Nicu Sebe
Clustered Multi-task Linear Discriminant Analysis for View Invariant Color-Depth Action Recognition. ICPR (2014)
Yan Yan, Gaowen Liu, Elisa Ricci, Nicu Sebe
Multi-task linear discriminant analysis for multi-view action recognition. ICIP (2013)
Yan Yan, Zhongwen Xu, Gaowen Liu, Zhigang Ma, Nicu Sebe
GLocal structural feature selection with sparsity for multimedia data understanding. ACM Multimedia (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Gaowen Liu