Frederick Tung

CoRR, 2024

Attention as an RNN.

[BibT_eX]

[DOI]

CoRR, 2024

Pretext Training Algorithms for Event Sequence Data.

[BibT_eX]

[DOI]

CoRR, 2024

Forget Sharpness: Perturbed Forgetting of Model Biases Within SAM Dynamics.

[BibT_eX]

[DOI]

Ankit Vani

Gabriel L. Oliveira

Hossein Sharifi-Noghabi

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

Memory Efficient Neural Processes via Constant Memory Attention Block.

[BibT_eX]

[DOI]

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

Tree Cross Attention.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

AdaFlood: Adaptive Flood Regularization.

[BibT_eX]

[DOI]

CoRR, 2023

Prompting-based Efficient Temporal Domain Generalization.

[BibT_eX]

[DOI]

Sepidehsadat Hosseini

Mengyao Zhai

CoRR, 2023

Constant Memory Attention Block.

[BibT_eX]

[DOI]

CoRR, 2023

Constant Memory Attentive Neural Processes.

[BibT_eX]

[DOI]

CoRR, 2023

Meta Temporal Point Processes.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

DynaShare: Task and Instance Conditioned Parameter Sharing for Multi-Task Learning.

[BibT_eX]

[DOI]

Elahe Rahimian

Golara Javadi

Gabriel Leivas Oliveira

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

Ranking Regularization for Critical Rare Classes: Minimizing False Positives at a High True Positive Rate.

[BibT_eX]

[DOI]

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

2022

Heterogeneous Multi-Task Learning With Expert Diversity.

[BibT_eX]

[DOI]

Raquel Aoki

Gabriel L. Oliveira

IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Gumbel-Softmax Selective Networks.

[BibT_eX]

[DOI]

CoRR, 2022

RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression.

[BibT_eX]

[DOI]

Yu Gong

Proceedings of the International Conference on Machine Learning, 2022

2021

Learning Discriminative Prototypes With Dynamic Time Warping.

[BibT_eX]

[DOI]

Xiaobin Chang

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

2020

Deep Neural Network Compression by In-Parallel Pruning-Quantization.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Piggyback GAN: Efficient Lifelong Learning for Image Conditioned Generation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Interpretable Spatio-Temporal Attention for Video Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Lifelong GAN: Continual Learning for Conditional Image Generation.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Similarity-Preserving Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Where and When to Look? Spatio-temporal Attention for Action Recognition in Videos.

[BibT_eX]

[DOI]

CoRR, 2018

Exploiting Points and Lines in Regression Forests for RGB-D Camera Relocalization.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Multi-level Residual Networks from Dynamical Systems View.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

Constraint-Aware Deep Neural Network Compression.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

CLIP-Q: Deep Network Compression Learning by In-Parallel Pruning-Quantization.

[BibT_eX]

[DOI]

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

2017

The Raincouver Scene Parsing Benchmark for Self-Driving in Adverse Weather and at Night.

[BibT_eX]

[DOI]

IEEE Robotics Autom. Lett., 2017

Learning Person Trajectory Representations for Team Activity Analysis.

[BibT_eX]

[DOI]

CoRR, 2017

Autonomous mobile robot navigation in uneven and unstructured indoor environments.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Backtracking regression forests for accurate camera relocalization.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

MF3D: Model-free 3D semantic scene parsing.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Fine-Pruning: Joint Fine-Tuning and Compression of a Convolutional Network with Bayesian Optimization.

[BibT_eX]

[DOI]

Srikanth Muralidharan

Proceedings of the British Machine Vision Conference 2017, 2017

2016

Scene parsing by nonparametric label transfer of content-adaptive windows.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2016

Factorized Binary Codes for Large-Scale Nearest Neighbor Search.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2016, 2016

Exploiting Random RGB and Sparse Features for Camera Pose Estimation.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2016, 2016

SSP: Supervised Sparse Projections for Large-Scale Retrieval in High Dimensions.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2016, 2016

2015

Improving scene attribute recognition using web-scale object detectors.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2015

Bank of Quantization Models: A Data-Specific Approach to Learning Binary Codes for Large-Scale Retrieval Applications.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

2014

CollageParsing: Nonparametric Scene Parsing by Adaptive Overlapping Windows.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2014, 2014

2013

A Decoupled Approach to Illumination-Robust Optical Flow Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2013

Polynomial self-similarity for object classification.

[BibT_eX]

[DOI]

Alexander Wong

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

2011

Goal-based trajectory analysis for unusual behaviour detection in intelligent surveillance.

[BibT_eX]

[DOI]

John S. Zelek

David A. Clausi

Image Vis. Comput., 2011

2010

Enabling scalable spectral clustering for image segmentation.

[BibT_eX]

[DOI]

Alexander Wong

David A. Clausi

Pattern Recognit., 2010

2009

Efficient Target Recovery Using STAGE for Mean-shift Tracking.

[BibT_eX]

[DOI]