Publication
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Deep Nets: What have they ever done for Vision?. (2018). CBMM-Memo-088.pdf (7.88 MB)
Deep Regression Forests for Age Estimation. (2018). CBMM-Memo-085.pdf (2.2 MB)
DeepVoting: A Robust and Explainable Deep Network for Semantic Part Detection under Partial Occlusion. (2018). CBMM-Memo-083.pdf (2.32 MB)
DeepVoting: An Explainable Framework for Semantic Part Detection under Partial Occlusion. Conference on Computer Vision and Pattern Recognition (CVPR) (2018). at <http://cvpr2018.thecvf.com/>
Recurrent Multimodal Interaction for Referring Image Segmentation. (2018). CBMM-Memo-079.pdf (10.16 MB)
Scene Graph Parsing as Dependency Parsing. (2018). CBMM-Memo-082.pdf (869 KB)
Single-Shot Object Detection with Enriched Semantics. Conference on Computer Vision and Pattern Recognition (CVPR) (2018). at <http://cvpr2018.thecvf.com/>
Single-Shot Object Detection with Enriched Semantics. (2018). CBMM-Memo-084.pdf (1.92 MB)
Visual Concepts and Compositional Voting. Annals of Mathematical Sciences and Applications (AMSA) 3, 151–188 (2018).
Visual concepts and compositional voting. (2018). CBMM-Memo-087.pdf (3.37 MB)
Detecting Semantic Parts on Partially Occluded Objects. British Machine Vision Conference (BMVC) (2017). at <https://bmvc2017.london/proceedings/>
Detecting Semantic Parts on Partially Occluded Objects. (2017). CBMM-Memo-078.pdf (1.74 MB)
DOC: Deep OCclusion Recovering From A Single Image. ECCV (2016).
Generation and Comprehension of Unambiguous Object Descriptions. The Conference on Computer Vision and Pattern Recognition (CVPR) (2016). at <https://github.com/ mjhucla/Google_Refexp_toolbox> object_description_cbmm.pdf (2.21 MB)
Training and Evaluating Multimodal Word Embeddings with Large-scale Web Annotated Images. NIPS 2016 (2016). 6590-training-and-evaluating-multimodal-word-embeddings-with-large-scale-web-annotated-images.pdf (1.57 MB)
Complexity of Representation and Inference in Compositional Models with Part Sharing. (2015). CBMM Memo 031.pdf (1.14 MB)
Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN). (2015). CBMM Memo 033.pdf (839.42 KB)
Learning like a Child: Fast Novel Visual Concept Learning from Sentence Descriptions of Images. International Conference of Computer Vision (2015). at <www.stat.ucla.edu/~junhua.mao/projects/child_learning.html> child_learning_iccv2015.pdf (1.16 MB)
One Shot Learning by Composition of Meaningful Patches. International Conference on Computer Vision (ICCV) (2015). AlexWongOneShotCVPR2015.pdf (1.83 MB)
One Shot Learning via Compositions of Meaningful Patches. International Conference on Computer Vision (ICCV) (2015). AlexWongOneShotCVPR2015.pdf (1.83 MB)
Parsing Occluded People by Flexible Compositions. Computer Vision and Pattern Recognition (CVPR) (2015). CBMM Memo 034.pdf (5.54 MB)