Suzanne Petryk

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All published works
Action Title Year Authors
+ PDF Chat Data-Centric AI Governance: Addressing the Limitations of Model-Focused Policies 2024 Ritwik Gupta
Leah Walker
Rodolfo Corona
Stephanie Fu
Suzanne Petryk
Janet Napolitano
Trevor Darrell
Andrew W. Reddie
+ PDF Chat An Introduction to Vision-Language Modeling 2024 Florian Bordes
Richard Yuanzhe Pang
Anurag Ajay
Alexander C. Li
Adrien Bardes
Suzanne Petryk
Oscar Mañas
Zhiqiu Lin
Anas Mahmoud
Bargav Jayaraman
+ PDF Chat ALOHa: A New Measure for Hallucination in Captioning Models 2024 Suzanne Petryk
David M. Chan
Anish Kachinthaya
Haodi Zou
John Canny
Joseph E. Gonzalez
Trevor Darrell
+ PDF Chat Simple Token-Level Confidence Improves Caption Correctness 2024 Suzanne Petryk
Spencer Whitehead
Joseph E. Gonzalez
Trevor Darrell
Anna Rohrbach
Marcus Rohrbach
+ PDF Chat ALOHa: A New Measure for Hallucination in Captioning Models 2024 Suzanne Petryk
David W. Chan
Anish Kachinthaya
Haodi Zou
John Canny
Joseph E. Gonzalez
Trevor Darrell
+ Simple Token-Level Confidence Improves Caption Correctness 2023 Suzanne Petryk
Spencer Whitehead
Joseph E. Gonzalez
Trevor Darrell
Anna Rohrbach
Marcus Rohrbach
+ CLAIR: Evaluating Image Captions with Large Language Models 2023 David M. Chan
Suzanne Petryk
Joseph E. Gonzalez
Trevor Darrell
John Canny
+ PDF Chat CLAIR: Evaluating Image Captions with Large Language Models 2023 David M. Chan
Suzanne Petryk
Joseph E. Gonzalez
Trevor Darrell
John Canny
+ PDF Chat On Guiding Visual Attention with Language Specification 2022 Suzanne Petryk
Lisa Dunlap
Keyan Nasseri
Joseph E. Gonzalez
Trevor Darrell
Anna Rohrbach
+ On Guiding Visual Attention with Language Specification 2022 Suzanne Petryk
Lisa Dunlap
Keyan Nasseri
Joseph E. Gonzalez
Trevor Darrell
Anna Rohrbach
+ Reliable Visual Question Answering: Abstain Rather Than Answer Incorrectly 2022 Spencer Whitehead
Suzanne Petryk
Vedaad Shakib
Joseph E. Gonzalez
Trevor Darrell
Anna Rohrbach
Marcus Rohrbach
+ Prior Knowledge-Guided Attention in Self-Supervised Vision Transformers 2022 Kevin C. Miao
Akash Gokul
Raghav Singh
Suzanne Petryk
Joseph E. Gonzalez
Kurt Keutzer
Trevor Darrell
Colorado Reed
+ PDF Chat Reliable Visual Question Answering: Abstain Rather Than Answer Incorrectly 2022 Spencer Whitehead
Suzanne Petryk
Vedaad Shakib
Joseph E. Gonzalez
Trevor Darrell
Anna Rohrbach
Marcus Rohrbach
+ PDF Chat Remembering for the right reasons: Explanations reduce catastrophic forgetting 2021 Sayna Ebrahimi
Suzanne Petryk
Akash Gokul
William Gan
Joseph E. Gonzalez
Marcus Rohrbach
Trevor Darrell
+ PDF Chat Remembering for the Right Reasons: Explanations Reduce Catastrophic Forgetting 2021 Sayna Ebrahimi
Suzanne Petryk
Akash Gokul
William Gan
Joseph E. Gonzalez
Marcus Rohrbach
Trevor Darrell
+ Remembering for the Right Reasons: Explanations Reduce Catastrophic Forgetting 2020 Sayna Ebrahimi
Suzanne Petryk
Akash Gokul
William Gan
Joseph E. Gonzalez
Marcus Rohrbach
Trevor Darrell
+ NBDT: Neural-Backed Decision Trees 2020 Alvin Wan
Lisa Dunlap
Daniel E. Ho
Jihan Yin
Scott Lee
Henry Jin
Suzanne Petryk
Sarah Adel Bargal
Joseph E. Gonzalez
+ Remembering for the Right Reasons: Explanations Reduce Catastrophic Forgetting 2020 Sayna Ebrahimi
Suzanne Petryk
Akash Gokul
William Gan
Joseph E. Gonzalez
Marcus Rohrbach
Trevor Darrell
Common Coauthors
Commonly Cited References
Action Title Year Authors # of times referenced
+ PDF Chat Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization 2017 Ramprasaath R. Selvaraju
Michael Cogswell
Abhishek Das
Ramakrishna Vedantam
Devi Parikh
Dhruv Batra
5
+ PDF Chat Top-Down Neural Attention by Excitation Backprop 2017 Jianming Zhang
Sarah Adel Bargal
Zhe Lin
Jonathan Brandt
Xiaohui Shen
Stan Sclaroff
4
+ PDF Chat iCaRL: Incremental Classifier and Representation Learning 2017 Sylvestre-Alvise Rebuffi
Alexander Kolesnikov
Georg Sperl
Christoph H. Lampert
3
+ PDF Chat Object Hallucination in Image Captioning 2018 Anna Rohrbach
Lisa Anne Hendricks
Kaylee Burns
Trevor Darrell
Kate Saenko
3
+ Axiomatic Attribution for Deep Networks 2017 Mukund Sundararajan
Ankur Taly
Qiqi Yan
3
+ Learning Transferable Visual Models From Natural Language Supervision 2021 Alec Radford
Jong Wook Kim
Chris Hallacy
Aditya Ramesh
Gabriel Goh
Sandhini Agarwal
Girish Sastry
Amanda Askell
Pamela Mishkin
Jack Clark
3
+ PDF Chat Women Also Snowboard: Overcoming Bias in Captioning Models 2018 Lisa Anne Hendricks
Kaylee Burns
Kate Saenko
Trevor Darrell
Anna Rohrbach
3
+ Overcoming catastrophic forgetting in neural networks 2017 James Kirkpatrick
Razvan Pascanu
Neil C. Rabinowitz
Joel Veness
Guillaume Desjardins
Andrei A. Rusu
Kieran Milan
John Quan
Tiago Ramalho
Agnieszka Grabska‐Barwińska
3
+ PDF Chat Grad-CAM++: Generalized Gradient-Based Visual Explanations for Deep Convolutional Networks 2018 Aditya Chattopadhay
Anirban Sarkar
Prantik Howlader
Vineeth N Balasubramanian
3
+ PDF Chat PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning 2018 Arun Mallya
Svetlana Lazebnik
3
+ PDF Chat Learning Without Forgetting 2016 Zhizhong Li
Derek Hoiem
3
+ PDF Chat Adversarial Continual Learning 2020 Sayna Ebrahimi
Franziska Meier
Roberto Calandra
Trevor Darrell
Marcus Rohrbach
3
+ PDF Chat Learning Without Memorizing 2019 Prithviraj Dhar
Rajat Singh
Kuan-Chuan Peng
Ziyan Wu
Rama Chellappa
3
+ PDF Chat Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks 2020 Xiujun Li
Xi Yin
Chunyuan Li
Pengchuan Zhang
Xiaowei Hu
Lei Zhang
Lijuan Wang
Houdong Hu
Dong Li
Furu Wei
3
+ PDF Chat Memory Efficient Experience Replay for Streaming Learning 2019 Tyler L. Hayes
Nathan D. Cahill
Christopher Kanan
3
+ RISE: Randomized Input Sampling for Explanation of Black-box Models. 2018 Vitali Petsiuk
Abir Das
Kate Saenko
3
+ How to Explain Individual Classification Decisions 2009 David Baehrens
Timon Schroeter
Stefan Harmeling
Motoaki Kawanabe
Katja Hansen
Klaus‐Robert Müller
3
+ Right for the Right Reasons: Training Differentiable Models by Constraining their Explanations 2017 Andrew Slavin Ross
Michael C. Hughes
Finale Doshi‐Velez
3
+ Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps 2013 Karen Simonyan
Andrea Vedaldi
Andrew Zisserman
3
+ PDF Chat iTAML: An Incremental Task-Agnostic Meta-learning Approach 2020 Jathushan Rajasegaran
Salman Khan
Munawar Hayat
Fahad Shahbaz Khan
Mubarak Shah
3
+ PDF Chat End-to-End Incremental Learning 2018 Francisco M. Castro
Manuel J. Marín‐Jiménez
Nicolás Guil
Cordelia Schmid
Karteek Alahari
3
+ PDF Chat Large Scale Incremental Learning 2019 Yue Wu
Yinpeng Chen
Lijuan Wang
Yuancheng Ye
Zicheng Liu
Yandong Guo
Yun Fu
3
+ Uncertainty-guided Continual Learning with Bayesian Neural Networks 2020 Sayna Ebrahimi
Mohamed Elhoseiny
Trevor Darrell
Marcus Rohrbach
2
+ PDF Chat Regional Multi-Scale Approach for Visually Pleasing Explanations of Deep Neural Networks 2019 Dasom Seo
Kanghan Oh
Il-Seok Oh
2
+ PathNet: Evolution Channels Gradient Descent in Super Neural Networks 2017 Chrisantha Fernando
Dylan Banarse
Charles Blundell
Yori Zwólš
David Ha
Andrei A. Rusu
Alexander Pritzel
Daan Wierstra
2
+ PDF Chat Deep Residual Learning for Image Recognition 2016 Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
2
+ Microsoft COCO Captions: Data Collection and Evaluation Server 2015 Xinlei Chen
Hao Fang
Tsung-Yi Lin
Ramakrishna Vedantam
Saurabh Gupta
Piotr Dollár
C. Lawrence Zitnick
2
+ On the Variance of the Adaptive Learning Rate and Beyond 2019 Liyuan Liu
Haoming Jiang
Pengcheng He
Weizhu Chen
Xiaodong Liu
Jianfeng Gao
Jiawei Han
2
+ PDF Chat Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded 2019 Ramprasaath R. Selvaraju
Stefan Lee
Yilin Shen
Hongxia Jin
Shalini Ghosh
Larry Heck
Dhruv Batra
Devi Parikh
2
+ PDF Chat VizWiz Grand Challenge: Answering Visual Questions from Blind People 2018 Danna Gurari
Qing Li
Abigale Stangl
Anhong Guo
Chi Lin
Kristen Grauman
Jiebo Luo
Jeffrey P. Bigham
2
+ Continual Learning with Deep Generative Replay 2017 Hanul Shin
Jung Kwon Lee
Jaehong Kim
Jiwon Kim
2
+ PDF Chat Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering 2018 Aishwarya Agrawal
Dhruv Batra
Devi Parikh
Aniruddha Kembhavi
2
+ Striving for Simplicity: The All Convolutional Net 2014 Jost Tobias Springenberg
Alexey Dosovitskiy
Thomas Brox
Martin Riedmiller
2
+ FearNet: Brain-Inspired Model for Incremental Learning 2017 Ronald Kemker
Christopher Kanan
2
+ PDF Chat Self-Critical Sequence Training for Image Captioning 2017 Steven J. Rennie
Etienne Marcheret
Youssef Mroueh
Jerret Ross
Vaibhava Goel
2
+ Learning to Learn without Forgetting by Maximizing Transfer and Minimizing Interference 2018 Matthew Riemer
Ignacio Cases
Robert Ajemian
Miao Liu
Irina Rish
Yuhai Tu
Gerald Tesauro
2
+ Deep Generative Dual Memory Network for Continual Learning 2017 Nitin Kamra
Umang Gupta
Yan Liu
2
+ PDF Chat Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering 2018 Peter Anderson
Xiaodong He
Chris Buehler
Damien Teney
Mark Johnson
Stephen Jay Gould
Lei Zhang
2
+ SmoothGrad: removing noise by adding noise 2017 Daniel Smilkov
Nikhil Thorat
Been Kim
Fernanda Viégas
Martin Wattenberg
2
+ PDF Chat CIDEr: Consensus-based image description evaluation 2015 Ramakrishna Vedantam
C. Lawrence Zitnick
Devi Parikh
2
+ Proceedings of the 25th international conference on Machine learning 2008 William W. Cohen
Andrew McCallum
Sam T. Roweis
2
+ PDF Chat SPICE: Semantic Propositional Image Caption Evaluation 2016 Peter Anderson
Basura Fernando
Mark Johnson
Stephen Jay Gould
2
+ Not Just a Black Box: Learning Important Features Through Propagating Activation Differences 2016 Avanti Shrikumar
Peyton Greenside
А.В. Щербина
Anshul Kundaje
2
+ Lifelong Learning with Dynamically Expandable Networks 2017 Jaehong Yoon
Eunho Yang
Jeongtae Lee
Sung Ju Hwang
2
+ Learning Important Features Through Propagating Activation Differences 2017 Avanti Shrikumar
Peyton Greenside
Anshul Kundaje
2
+ Grad-CAM: Why did you say that? 2016 Ramprasaath R. Selvaraju
Abhishek Das
Ramakrishna Vedantam
Michael Cogswell
Devi Parikh
Dhruv Batra
2
+ PDF Chat Learning Deep Features for Discriminative Localization 2016 Bolei Zhou
Aditya Khosla
Àgata Lapedriza
Aude Oliva
Antonio Torralba
2
+ Efficient Lifelong Learning with A-GEM 2018 Arslan Chaudhry
Marc’Aurelio Ranzato
Marcus Rohrbach
Mohamed Elhoseiny
2
+ Overcoming catastrophic forgetting with hard attention to the task 2018 Joan Serrà
Dídac Surís
Marius Miron
Alexandros Karatzoglou
2
+ PDF Chat VinVL: Revisiting Visual Representations in Vision-Language Models 2021 Pengchuan Zhang
Xiujun Li
Xiaowei Hu
Jianwei Yang
Lei Zhang
Lijuan Wang
Yejin Choi
Jianfeng Gao
2