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M a l o n g  R e s e a r c h

Selected Publications

Cross-Batch Memory for Embedding Learning

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020. (Oral)


Deformable Siamese Attention Networks 
for Visual Object Tracking

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.


V4D: 4D Convolutional Neural Networks for Video-level Representation Learning

International Conference on Learning Representations (ICLR), 2020.

Knowledge Integration Networks for Action Recognition

AAAI Conference on Artificial Intelligence (AAAI), 2020.

iFAN: Image-Instance Full Alignment Networks for Adaptive Object Detection

AAAI Conference on Artificial Intelligence (AAAI), 2020.

Channel Interaction Networks for Fine-Grained Image Categorization

AAAI Conference on Artificial Intelligence (AAAI), 2020.


FiNet:Compatible and Diverse Fashion Image Inpainting

IEEE International Conference on Computer Vision (ICCV), 2019. (Oral)

Convolutional Character Networks

IEEE International Conference on Computer Vision (ICCV), 2019.

Label-PEnet: Sequential Label Propagation and Enhancement Networks for Weakly Supervised Instance Segmentation

IEEE International Conference on Computer Vision (ICCV), 2019.

ClothFlow: A Flow-Based Model for Clothed Person Generation

IEEE International Conference on Computer Vision (ICCV), 2019.

The iMaterialist Fashion Attribute Dataset

IEEE International Conference on Computer Vision (ICCV) Workshop on Computer Vision for Fashion, Art and Design, 2019. (Best Paper Award)

Multi-Similarity Loss With General Pair Weighting for Deep Metric Learning

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

Dual-Stream Pyramid Registration Network

The 20th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2019. (Oral)

Decoupling Category-wise Independence and Relevance with Self-attention for Multi-label Image Classification

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019. (Oral)

CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images

European Conference on Computer Vision (ECCV), 2018.

Deep Metric Learning with Hierarchical Triplet Loss

European Conference on Computer Vision (ECCV), 2018.

DCAN: Dual Channel-wise Alignment Networks for Unsupervised Scene Adaptation

European Conference on Computer Vision (ECCV), 2018.

An End-to-End TextSpotter with Explicit Alignment and Attention

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018.