Sarah Adel Bargal

Cihang Xie

Benjamin Spetter-Goldstein

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Ani-GIFs: A benchmark dataset for domain generalization of action recognition from GIFs.

[BibT_eX]

[DOI]

Shoumik Sovan Majumdar

Frontiers Comput. Sci., 2022

Temporal Relevance Analysis for Video Action Models.

[BibT_eX]

[DOI]

CoRR, 2022

Finding Differences Between Transformers and ConvNets Using Counterfactual Simulation Testing.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Multi-varied Cumulative Alignment for Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Measurements and Interventions to Improve Student Engagement Through Facial Expression Recognition.

[BibT_eX]

[DOI]

Will Lee

Danielle Allessio

William Rebelsky

Sai Satish Gattupalli

Proceedings of the Adaptive Instructional Systems, 2022

Simulated Adversarial Testing of Face Recognition Models.

[BibT_eX]

[DOI]

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

ZeroWaste Dataset: Towards Deformable Object Segmentation in Cluttered Scenes.

[BibT_eX]

[DOI]

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

2021

Guided Zoom: Zooming into Network Evidence to Refine Fine-Grained Model Decisions.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Excitation Dropout: Encouraging Plasticity in Deep Neural Networks.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2021

Examining the Human Perceptibility of Black-Box Adversarial Attacks on Face Recognition.

[BibT_eX]

[DOI]

CoRR, 2021

ZeroWaste Dataset: Towards Automated Waste Recycling.

[BibT_eX]

[DOI]

CoRR, 2021

Distillation Multiple Choice Learning for Multimodal Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

VisDA 2022 Challenge: Domain Adaptation for Industrial Waste Sorting.

[BibT_eX]

[DOI]

Proceedings of the NeurIPS 2022 Competition Track, 2021

NBDT: Neural-Backed Decision Tree.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Student Engagement Dataset.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Explainable Deep Classification Models for Domain Generalization.

[BibT_eX]

[DOI]

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

2020

Moments in Time Dataset: One Million Videos for Event Understanding.

[BibT_eX]

[DOI]

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

SegNBDT: Visual Decision Rules for Segmentation.

[BibT_eX]

[DOI]

CoRR, 2020

Protecting Against Image Translation Deepfakes by Leaking Universal Perturbations from Black-Box Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2020

NBDT: Neural-Backed Decision Trees.

[BibT_eX]

[DOI]

CoRR, 2020

Multi-way Encoding for Robustness.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Beyond the Visual Analysis of Deep Model Saliency.

[BibT_eX]

[DOI]

Proceedings of the xxAI - Beyond Explainable AI, 2020

Disrupting Deepfakes: Adversarial Attacks Against Conditional Image Translation Networks and Facial Manipulation Systems.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

2019

Grounding deep models of visual data

[BibT_eX]

[DOI]

PhD thesis, 2019

Hashing with Mutual Information.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2019

DMCL: Distillation Multiple Choice Learning for Multimodal Action Recognition.

[BibT_eX]

[DOI]

CoRR, 2019

Are CNN Predictions based on Reasonable Evidence?

[BibT_eX]

[DOI]

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

Guided Zoom: Questioning Network Evidence for Fine-grained Classification.

[BibT_eX]

[DOI]

Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018

Top-Down Neural Attention by Excitation Backprop.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2018

Excitation Backprop for RNNs.

[BibT_eX]

[DOI]

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

Hashing as Tie-Aware Learning to Rank.

[BibT_eX]

[DOI]

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

2017

Do less and achieve more: Training CNNs for action recognition utilizing action images from the Web.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Online supervised hashing.

[BibT_eX]

[DOI]

Fatih Çakir

Comput. Vis. Image Underst., 2017

MIHash: Online Hashing with Mutual Information.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

2016

Emotion recognition in the wild from videos using images.

[BibT_eX]

[DOI]

Emad Barsoum

Cristian Canton-Ferrer

Cha Zhang

Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016

2015

Online Supervised Hashing for Ever-Growing Datasets.

[BibT_eX]

[DOI]

Fatih Çakir