Exploiting Semantic Role Contextualized Video Features for Multi-Instance Text-Video Retrieval EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2022.

[BibT_eX]

[DOI]

Burak Satar

Hongyuan Zhu

Hanwang Zhang

Joo Hwee Lim

CoRR, 2022

RoME: Role-aware Mixture-of-Expert Transformer for Text-to-Video Retrieval.

[BibT_eX]

[DOI]

CoRR, 2022

What Makes for Effective Few-shot Point Cloud Classification?

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

HCMA'22: 3rd International Workshop on Human-Centric Multimedia Analysis.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

CRAFT: Cross-Attentional Flow Transformer for Robust Optical Flow.

[BibT_eX]

[DOI]

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

2021

Deep Spectral Representation Learning From Multi-View Data.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Single-Image Dehazing via Compositional Adversarial Network.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Joint Versus Independent Multiview Hashing for Cross-View Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Cross-modal discriminant adversarial network.

[BibT_eX]

[DOI]

Pattern Recognit., 2021

A comprehensive survey of procedural video datasets.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2021

MusicBERT: A Self-supervised Learning of Music Representation.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Semantic Role Aware Correlation Transformer For Text To Video Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Spcr: semi-supervised point cloud instance segmentation with perturbation consistency regularization.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

A Diagnostic Study Of Visual Question Answering With Analogical Reasoning.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Learning Cross-Modal Retrieval With Noisy Labels.

[BibT_eX]

[DOI]

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

OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Deep Clustering With Sample-Assignment Invariance Prior.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Pop Music Generation: From Melody to Multi-style Arrangement.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2020

Zero-Shot Image Dehazing.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Combining Faster R-CNN and Model-Driven Clustering for Elongated Object Detection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Holistic Multi-Modal Memory Network for Movie Question Answering.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Improving Night-Time Pedestrian Retrieval With Distribution Alignment and Contextual Distance.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2020

A novel hybrid approach for crack detection.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Partition level multiview subspace clustering.

[BibT_eX]

[DOI]

Neural Networks, 2020

6D Pose Estimation with Correlation Fusion.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Semi-Supervised Multi-Modal Learning with Balanced Spectral Decomposition.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

AnomalyNet: An Anomaly Detection Network for Video Surveillance.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2019

Multiple Marginal Fisher Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2019

Clustering with similarity preserving.

[BibT_eX]

[DOI]

Neurocomputing, 2019

6D Pose Estimation with Correlation Fusion.

[BibT_eX]

[DOI]

CoRR, 2019

Efficient Robotic Task Generalization Using Deep Model Fusion Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Robotics and Biomimetics, 2019

Cross-channel Communication Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Multi-view Spectral Clustering Network.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

COMIC: Multi-view Clustering Without Parameter Selection.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Spatial Fusion GAN for Image Synthesis.

[BibT_eX]

[DOI]

Fangneng Zhan

Hongyuan Zhu

Shijian Lu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Dual Adversarial Neural Transfer for Low-Resource Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Singe Image Rain Removal with Unpaired Information: A Differentiable Programming Perspective.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

k-meansNet: When k-means Meets Differentiable Programming.

[BibT_eX]

[DOI]

Xi Peng

Joey Tianyi Zhou

Hongyuan Zhu

CoRR, 2018

XiaoIce Band: A Melody and Arrangement Generation Framework for Pop Music.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

DehazeGAN: When Image Dehazing Meets Differential Programming.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017

YoTube: Searching Action Proposal via Recurrent and Static Regression Networks.

[BibT_eX]

[DOI]

CoRR, 2017

Truly Multi-modal YouTube-8M Video Classification with Video, Audio, and Text.

[BibT_eX]

[DOI]

CoRR, 2017

Search video action proposal with recurrent and static YOLO.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

TORNADO: A Spatio-Temporal Convolutional Regression Network for Video Action Proposal.

[BibT_eX]

[DOI]

Hongyuan Zhu

Romain Vial

Shijian Lu

Proceedings of the IEEE International Conference on Computer Vision, 2017

Automatic visual impairment detection system for age-related eye diseases through gaze analysis.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016

Multiple Human Identification and Cosegmentation: A Human-Oriented CRF Approach With Poselets.

[BibT_eX]

[DOI]

Nadia Magnenat-Thalmann

IEEE Trans. Multim., 2016

Beyond pixels: A comprehensive survey from bottom-up to semantic image segmentation and cosegmentation.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2016

Shape based co-segmentation repairing by segment evaluation and object proposals.

[BibT_eX]

[DOI]

Proceedings of the 2016 Visual Communications and Image Processing, 2016

Discriminative Multi-modal Feature Fusion for RGBD Indoor Scene Recognition.

[BibT_eX]

[DOI]

Hongyuan Zhu

Jean-Baptiste Weibel

Shijian Lu

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

2015

Semantic image segmentation and cosegmentation

[BibT_eX]

[DOI]

Hongyuan Zhu

PhD thesis, 2015

Diagnosing state-of-the-art object proposal methods.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2015, 2015

2014

Multiple foreground recognition and cosegmentation: An object-oriented CRF model with robust higher-order potentials.

[BibT_eX]

[DOI]

Nadia Magnenat-Thalmann

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Poselet-based multiple human identification and cosegmentation.

[BibT_eX]

[DOI]

Nadia Magnenat-Thalmann

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

Object-Level Image Segmentation Using Low Level Cues.

[BibT_eX]

[DOI]

Hongyuan Zhu

Jianmin Zheng

Jianfei Cai

Nadia Magnenat-Thalmann

IEEE Trans. Image Process., 2013

Multi-class Cosegmentation with Pairwise Active Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2013, 2013

Salient object cutout using Google images.

[BibT_eX]

[DOI]

Nadia Magnenat-Thalmann

Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Hongyuan Zhu

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