Elahe Arani

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All published works

Action	Title	Year	Authors
+ PDF Chat	Gradual Divergence for Seamless Adaptation: A Novel Domain Incremental Learning Method	2024	Kishaan Jeeveswaran Elahe Arani Bahram Zonooz
+ PDF Chat	CarLLaVA: Vision language models for camera-only closed-loop driving	2024	Katrin Renz Long Chen Ana-Maria Marcu Jan Hünermann Benoit Hanotte Alice Karnsund Jamie Shotton Elahe Arani Oleg Sinavski
+ PDF Chat	Mitigating Interference in the Knowledge Continuum through Attention-Guided Incremental Learning	2024	Prashant Bhat Bharath Renjith Elahe Arani Bahram Zonooz
+ PDF Chat	Beyond Unimodal Learning: The Importance of Integrating Multiple Modalities for Lifelong Learning	2024	Fahad Sarfraz Bahram Zonooz Elahe Arani
+ PDF Chat	IMEX-Reg: Implicit-Explicit Regularization in the Function Space for Continual Learning	2024	Prashant Bhat Bharath Renjith Elahe Arani Bahram Zonooz
+ PDF Chat	Enhancing performance of vision transformers on small datasets through local inductive bias incorporation	2024	İbrahim Batuhan Akkaya Senthilkumar Kathiresan Elahe Arani Bahram Zonooz
+ PDF Chat	Can We Break Free from Strong Data Augmentations in Self-Supervised Learning?	2024	Shruthi Gowda Elahe Arani Bahram Zonooz
+ PDF Chat	The Effectiveness of Random Forgetting for Robust Generalization	2024	Vijaya Raghavan T. Ramkumar Bahram Zonooz Elahe Arani
+ PDF Chat	Conserve-Update-Revise to Cure Generalization and Robustness Trade-off in Adversarial Training	2024	Shruthi Gowda Bahram Zonooz Elahe Arani
+ PDF Chat	Continual Learning of Unsupervised Monocular Depth from Videos	2024	Hemang Chawla Arnav Varma Elahe Arani Bahram Zonooz
+ PDF Chat	Sparse Coding in a Dual Memory System for Lifelong Learning	2023	Fahad Sarfraz Elahe Arani Bahram Zonooz
+ PDF Chat	LSFSL: Leveraging Shape Information in Few-shot Learning	2023	Deepan Chakravarthi Padmanabhan Shruthi Gowda Elahe Arani Bahram Zonooz
+ PDF Chat	Image Masking for Robust Self-Supervised Monocular Depth Estimation	2023	Hemang Chawla Kishaan Jeeveswaran Elahe Arani Bahram Zonooz
+	Dynamically Modular and Sparse General Continual Learning	2023	Arnav Varma Elahe Arani Bahram Zonooz
+	Sparse Coding in a Dual Memory System for Lifelong Learning	2023	Fahad Sarfraz Elahe Arani Bahram Zonooz
+	Task-Aware Information Routing from Common Representation Space in Lifelong Learning	2023	Prashant Bhat Bahram Zonooz Elahe Arani
+	Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt Representation Drift in Continual Learning	2023	Fahad Sarfraz Elahe Arani Bahram Zonooz
+	Dynamically Modular and Sparse General Continual Learning	2023	Arnav Varma Elahe Arani Bahram Zonooz
+	Learn, Unlearn and Relearn: An Online Learning Paradigm for Deep Neural Networks	2023	Vijaya Raghavan T. Ramkumar Elahe Arani Bahram Zonooz
+	LSFSL: Leveraging Shape Information in Few-shot Learning	2023	Deepan Chakravarthi Padmanabhan Shruthi Gowda Elahe Arani Bahram Zonooz
+	A Study of Biologically Plausible Neural Network: The Role and Interactions of Brain-Inspired Mechanisms in Continual Learning	2023	Fahad Sarfraz Elahe Arani Bahram Zonooz
+	Multi-Task Structural Learning using Local Task Similarity induced Neuron Creation and Removal	2023	Naresh Kumar Gurulingan Bahram Zonooz Elahe Arani
+	BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning	2023	Kishaan Jeeveswaran Prashant Bhat Bahram Zonooz Elahe Arani
+	Enhancing Performance of Vision Transformers on Small Datasets through Local Inductive Bias Incorporation	2023	İbrahim Batuhan Akkaya Senthilkumar Kathiresan Elahe Arani Bahram Zonooz
+	Towards Brain Inspired Design for Addressing the Shortcomings of ANNs	2023	Fahad Sarfraz Elahe Arani Bahram Zonooz
+	TriRE: A Multi-Mechanism Learning Paradigm for Continual Knowledge Retention and Promotion	2023	Preetha Vijayan Prashant Bhat Elahe Arani Bahram Zonooz
+ PDF Chat	Transformers in Unsupervised Structure-from-Motion	2023	Hemang Chawla Arnav Varma Elahe Arani Bahram Zonooz
+	Dual Cognitive Architecture: Incorporating Biases and Multi-Memory Systems for Lifelong Learning	2023	Shruthi Gowda Bahram Zonooz Elahe Arani
+	Continual Learning of Unsupervised Monocular Depth from Videos	2023	Hemang Chawla Arnav Varma Elahe Arani Bahram Zonooz
+ PDF Chat	Adversarial Attacks on Monocular Pose Estimation	2022	Hemang Chawla Arnav Varma Elahe Arani Bahram Zonooz
+ PDF Chat	Highlighting the Importance of Reducing Research Bias and Carbon Emissions in CNNs	2022	Ahmed Badar Arnav Varma Adrian Staniec Mahmoud Gamal Omar Magdy Haris Iqbal Elahe Arani Bahram Zonooz
+	Transformers in Self-Supervised Monocular Depth Estimation with Unknown Camera Intrinsics	2022	Arnav Varma Hemang Chawla Bahram Zonooz Elahe Arani
+	A Comprehensive Study of Vision Transformers on Dense Prediction Tasks	2022	Kishaan Jeeveswaran Senthilkumar Kathiresan Arnav Varma Omar Magdy Bahram Zonooz Elahe Arani
+	Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System	2022	Elahe Arani Fahad Sarfraz Bahram Zonooz
+	A Comprehensive Study of Vision Transformers on Dense Prediction Tasks	2022	Kishaan Jeeveswaran Senthilkumar Kathiresan Arnav Varma Omar Magdy Bahram Zonooz Elahe Arani
+	Transformers in Self-Supervised Monocular Depth Estimation with Unknown Camera Intrinsics	2022	Arnav Varma Hemang Chawla Bahram Zonooz Elahe Arani
+	SYNERgy between SYNaptic consolidation and Experience Replay for general continual learning	2022	Fahad Sarfraz Elahe Arani Bahram Zonooz
+	InBiaseD: Inductive Bias Distillation to Improve Generalization and Robustness through Shape-awareness	2022	Shruthi Gowda Bahram Zonooz Elahe Arani
+	Consistency is the key to further mitigating catastrophic forgetting in continual learning	2022	Prashant Bhat Bahram Zonooz Elahe Arani
+	Task Agnostic Representation Consolidation: a Self-supervised based Continual Learning Approach	2022	Prashant Bhat Bahram Zonooz Elahe Arani
+	Adversarial Attacks on Monocular Pose Estimation	2022	Hemang Chawla Arnav Varma Elahe Arani Bahram Zonooz
+	Differencing based Self-supervised pretraining for Scene Change Detection	2022	Vijaya Raghavan T. Ramkumar Elahe Arani Bahram Zonooz
+	Curbing Task Interference using Representation Similarity-Guided Multi-Task Feature Sharing	2022	Naresh Kumar Gurulingan Elahe Arani Bahram Zonooz
+	A Comprehensive Study of Real-Time Object Detection Networks Across Multiple Domains: A Survey	2022	Elahe Arani Shruthi Gowda Ratnajit Mukherjee Omar Magdy Senthilkumar Kathiresan Bahram Zonooz
+	Image Masking for Robust Self-Supervised Monocular Depth Estimation	2022	Hemang Chawla Kishaan Jeeveswaran Elahe Arani Bahram Zonooz
+	AI-Driven Road Maintenance Inspection v2: Reducing Data Dependency & Quantifying Road Damage	2022	Haris Iqbal Hemang Chawla Arnav Varma Terence Brouns Ahmed Badar Elahe Arani Bahram Zonooz
+	Does Thermal data make the detection systems more reliable	2021	Shruthi Gowda Bahram Zonooz Elahe Arani
+ PDF Chat	UniNet: A Unified Scene Understanding Network and Exploring Multi-Task Relationships through the Lens of Adversarial Attacks	2021	Naresh Kumar Gurulingan Elahe Arani Bahram Zonooz
+ PDF Chat	Improving the Efficiency of Transformers for Resource-Constrained Devices	2021	Hamid Tabani Ajay Balasubramaniam Shabbir Marzban Elahe Arani Bahram Zonooz
+	UniNet: A Unified Scene Understanding Network and Exploring Multi-Task Relationships through the Lens of Adversarial Attacks.	2021	NareshKumar Gurulingan Elahe Arani Bahram Zonooz
+	Improving the Efficiency of Transformers for Resource-Constrained Devices	2021	Hamid Tabani Ajay Balasubramaniam Shabbir Marzban Elahe Arani Bahram Zonooz
+	AI Driven Road Maintenance Inspection.	2021	Ratnajit Mukherjee Haris Iqbal Shabbir Marzban Ahmed Badar Terence Brouns Shruthi Gowda Elahe Arani Bahram Zonooz
+ PDF Chat	Distill on the Go: Online knowledge distillation in self-supervised learning	2021	Prashant Bhat Elahe Arani Bahram Zonooz
+ PDF Chat	Perceptual Loss for Robust Unsupervised Homography Estimation	2021	Daniel Koguciuk Elahe Arani Bahram Zonooz
+ PDF Chat	Multimodal Scale Consistency and Awareness for Monocular Self-Supervised Depth Estimation	2021	Hemang Chawla Arnav Varma Elahe Arani Bahram Zonooz
+	Distill on the Go: Online knowledge distillation in self-supervised learning	2021	Prashant Bhat Elahe Arani Bahram Zonooz
+	Perceptual Loss for Robust Unsupervised Homography Estimation	2021	Daniel Koguciuk Elahe Arani Bahram Zonooz
+	Multimodal Scale Consistency and Awareness for Monocular Self-Supervised Depth Estimation	2021	Hemang Chawla Arnav Varma Elahe Arani Bahram Zonooz
+ PDF Chat	Knowledge Distillation Beyond Model Compression	2021	Fahad Sarfraz Elahe Arani Bahram Zonooz
+	Practical Auto-calibration for Spatial Scene-understanding from Crowdsourced Dashcamera Videos	2021	Hemang Chawla Matti Jukola Shabbir Marzban Elahe Arani Bahram Zonooz
+ PDF Chat	Noisy Concurrent Training for Efficient Learning under Label Noise	2021	Fahad Sarfraz Elahe Arani Bahram Zonooz
+ PDF Chat	Noise as a Resource for Learning in Knowledge Distillation	2021	Elahe Arani Fahad Sarfraz Bahram Zonooz
+ PDF Chat	RGPNet: A Real-Time General Purpose Semantic Segmentation	2021	Elahe Arani Shabbir Marzban Andrei Pata Bahram Zonooz
+	Challenges and Obstacles Towards Deploying Deep Learning Models on Mobile Devices	2021	Hamid Tabani Ajay Balasubramaniam Elahe Arani Bahram Zonooz
+	Does Thermal data make the detection systems more reliable?	2021	Shruthi Gowda Bahram Zonooz Elahe Arani
+	UniNet: A Unified Scene Understanding Network and Exploring Multi-Task Relationships through the Lens of Adversarial Attacks	2021	NareshKumar Gurulingan Elahe Arani Bahram Zonooz
+	Improving the Efficiency of Transformers for Resource-Constrained Devices	2021	Hamid Tabani Ajay Balasubramaniam Shabbir Marzban Elahe Arani Bahram Zonooz
+	Highlighting the Importance of Reducing Research Bias and Carbon Emissions in CNNs	2021	Ahmed Badar Arnav Varma Adrian Staniec Mahmoud Gamal Omar Magdy Haris Iqbal Elahe Arani Bahram Zonooz
+	AI Driven Road Maintenance Inspection	2021	Ratnajit Mukherjee Haris Iqbal Shabbir Marzban Ahmed Badar Terence Brouns Shruthi Gowda Elahe Arani Bahram Zonooz
+	Distill on the Go: Online knowledge distillation in self-supervised learning	2021	Prashant Bhat Elahe Arani Bahram Zonooz
+	Perceptual Loss for Robust Unsupervised Homography Estimation	2021	Daniel Koguciuk Elahe Arani Bahram Zonooz
+	Multimodal Scale Consistency and Awareness for Monocular Self-Supervised Depth Estimation	2021	Hemang Chawla Arnav Varma Elahe Arani Bahram Zonooz
+ PDF Chat	Crowdsourced 3D Mapping: A Combined Multi-View Geometry and Self-Supervised Learning Approach	2020	Hemang Chawla Matti Jukola Terence Brouns Elahe Arani Bahram Zonooz
+ PDF Chat	Monocular Vision based Crowdsourced 3D Traffic Sign Positioning with Unknown Camera Intrinsics and Distortion Coefficients	2020	Hemang Chawla Matti Jukola Elahe Arani Bahram Zonooz
+	Noisy Concurrent Training for Efficient Learning under Label Noise	2020	Fahad Sarfraz Elahe Arani Bahram Zonooz
+	Adversarial Concurrent Training: Optimizing Robustness and Accuracy Trade-off of Deep Neural Networks.	2020	Elahe Arani Fahad Sarfraz Bahram Zonooz
+	Crowdsourced 3D Mapping: A Combined Multi-View Geometry and Self-Supervised Learning Approach	2020	Hemang Chawla Matti Jukola Terence Brouns Elahe Arani Bahram Zonooz
+	Knowledge Distillation Beyond Model Compression	2020	Fahad Sarfraz Elahe Arani Bahram Zonooz
+	Noisy Concurrent Training for Efficient Learning under Label Noise	2020	Fahad Sarfraz Elahe Arani Bahram Zonooz
+	Adversarial Concurrent Training: Optimizing Robustness and Accuracy Trade-off of Deep Neural Networks	2020	Elahe Arani Fahad Sarfraz Bahram Zonooz
+	Crowdsourced 3D Mapping: A Combined Multi-View Geometry and Self-Supervised Learning Approach	2020	Hemang Chawla Matti Jukola Terence Brouns Elahe Arani Bahram Zonooz
+	Knowledge Distillation Beyond Model Compression	2020	Fahad Sarfraz Elahe Arani Bahram Zonooz
+	RGPNet: A Real-Time General Purpose Semantic Segmentation	2019	Elahe Arani Shabbir Marzban Andrei Pata Bahram Zonooz
+	Improving Generalization and Robustness with Noisy Collaboration in Knowledge Distillation.	2019	Elahe Arani Fahad Sarfraz Bahram Zonooz
+	Noise as a Resource for Learning in Knowledge Distillation	2019	Elahe Arani Fahad Sarfraz Bahram Zonooz
+	Reverse engineering neural networks from many partial recordings	2019	Elahe Arani Sofia Triantafillou Konrad P. Körding
+	RGPNet: A Real-Time General Purpose Semantic Segmentation	2019	Elahe Arani Shabbir Marzban Andrei Pata Bahram Zonooz
+	Noise as a Resource for Learning in Knowledge Distillation	2019	Elahe Arani Fahad Sarfraz Bahram Zonooz
+	Reverse engineering neural networks from many partial recordings	2019	Elahe Arani Sofia Triantafillou Konrad P. Körding
+ PDF Chat	Reverse Engineering Neural Networks From Many Partial Recordings	2018	Elahe Arani Sofia Triantafillou Konrad P. Körding

Common Coauthors

Coauthor	Papers Together
Bahram Zonooz	86
Fahad Sarfraz	20
Hemang Chawla	18
Arnav Varma	17
Shruthi Gowda	11
Prashant Bhat	10
Shabbir Marzban	7
Kishaan Jeeveswaran	6
Terence Brouns	6
Senthilkumar Kathiresan	5
Omar Magdy	5
Ahmed Badar	5
Matti Jukola	5
Haris Iqbal	5
Hamid Tabani	4
Ajay Balasubramaniam	4
Vijaya Raghavan T. Ramkumar	3
Naresh Kumar Gurulingan	3
Daniel Koguciuk	3
Ratnajit Mukherjee	3
Konrad P. Körding	3
Sofia Triantafillou	3
Andrei Pata	3
NareshKumar Gurulingan	2
Adrian Staniec	2
İbrahim Batuhan Akkaya	2
Deepan Chakravarthi Padmanabhan	2
Shabbir Marzban	2
Bharath Renjith	2
Katrin Renz	1
Alice Karnsund	1
Ana-Maria Marcu	1
Benoit Hanotte	1
Oleg Sinavski	1
Jan Hünermann	1
Mahmoud Gamal	1
Long Chen	1
Preetha Vijayan	1
Mahmoud Gamal	1
Jamie Shotton	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Distilling the Knowledge in a Neural Network	2015	Geoffrey E. Hinton Oriol Vinyals Jay B. Dean	11
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	10
+ PDF Chat	Unsupervised Learning of Depth and Ego-Motion from Video	2017	Tinghui Zhou Matthew Brown Noah Snavely David Lowe	9
+ PDF Chat	Digging Into Self-Supervised Monocular Depth Estimation	2019	Clément Godard Oisin Mac Aodha Michael Firman Gabriel Brostow	9
+ PDF Chat	The Cityscapes Dataset for Semantic Urban Scene Understanding	2016	Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele	8
+ PDF Chat	ORB-SLAM: A Versatile and Accurate Monocular SLAM System	2015	Raul Mur-Artal J. M. M. Montiel Juan D. Tardós	8
+ PDF Chat	Unsupervised Monocular Depth Estimation with Left-Right Consistency	2017	Clément Godard Oisin Mac Aodha Gabriel Brostow	8
+ PDF Chat	3D Packing for Self-Supervised Monocular Depth Estimation	2020	Vitor Guizilini Rareș Ambruș Sudeep Pillai Allan Raventos Adrien Gaidon	7
+ PDF Chat	Depth From Videos in the Wild: Unsupervised Monocular Depth Learning From Unknown Cameras	2019	Ariel Gordon Hanhan Li Rico Jonschkowski Anelia Angelova	7
+ PDF Chat	Enforcing Geometric Constraints of Virtual Normal for Depth Prediction	2019	Wei Yin Yifan Liu Chunhua Shen Youliang Yan	6
+	Unsupervised Scale-consistent Depth and Ego-motion Learning from Monocular Video	2019	Jia-Wang Bian Zhichao Li Naiyan Wang Huangying Zhan Chunhua Shen Ming‐Ming Cheng Ian Reid	6
+	Wide Residual Networks	2016	Sergey Zagoruyko Nikos Komodakis	6
+	Depth Map Prediction from a Single Image using a Multi-Scale Deep Network	2014	David Eigen Christian Puhrsch Rob Fergus	6
+	Towards Deep Learning Models Resistant to Adversarial Attacks	2017	Aleksander Mądry Aleksandar Makelov Ludwig Schmidt Dimitris Tsipras Adrian Vladu	6
+ PDF Chat	Knowledge Distillation Beyond Model Compression	2021	Fahad Sarfraz Elahe Arani Bahram Zonooz	5
+	Targeted Adversarial Perturbations for Monocular Depth Prediction	2020	Alex Wong Safa Cicek Stefano Soatto	5
+	Towards Deep Learning Models Resistant to Adversarial Attacks.	2018	Aleksander Mądry Aleksandar Makelov Ludwig Schmidt Dimitris Tsipras Adrian Vladu	5
+ PDF Chat	Relational Knowledge Distillation	2019	Wonpyo Park Dongju Kim Yan Lu Minsu Cho	5
+ PDF Chat	Self-supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance	2020	Marvin Klingner Jan-Aike Termöhlen Jonas Mikolajczyk Tim Fingscheidt	5
+ PDF Chat	Multimodal Scale Consistency and Awareness for Monocular Self-Supervised Depth Estimation	2021	Hemang Chawla Arnav Varma Elahe Arani Bahram Zonooz	5
+ PDF Chat	Crowdsourced 3D Mapping: A Combined Multi-View Geometry and Self-Supervised Learning Approach	2020	Hemang Chawla Matti Jukola Terence Brouns Elahe Arani Bahram Zonooz	5
+	PyTorch: An Imperative Style, High-Performance Deep Learning Library	2019	Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury Gregory Chanan Trevor Killeen Zeming Lin Natalia Gimelshein Luca Antiga	5
+ PDF Chat	Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation	2019	Anurag Ranjan Varun Jampani Lukas Balles Kihwan Kim Deqing Sun Jonas Wulff Michael J. Black	5
+	Knowledge Distillation Beyond Model Compression	2020	Fahad Sarfraz Elahe Arani Bahram Zonooz	5
+ PDF Chat	An end-to-end system for crowdsourced 3D maps for autonomous vehicles: The mapping component	2017	Onkar Dabeer Wei Ding Radhika Gowaiker Slawomir K. Grzechnik Mythreya J. Lakshman Sean Lee Gerhard Reitmayr Arunandan Sharma Kiran Somasundaram Ravi Teja Sukhavasi	4
+	Depth Map Prediction from a Single Image using a Multi-Scale Deep Network	2014	David Eigen Christian Puhrsch Rob Fergus	4
+	Knowledge Distillation by On-the-Fly Native Ensemble	2018	Lan Xu Xiatian Zhu Shaogang Gong	4
+	Adversarial examples in the physical world	2016	Alexey Kurakin Ian Goodfellow Samy Bengio	4
+	SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation	2017	Vijay Badrinarayanan A. C. Kendall Roberto Cipolla	4
+	Attention Is All You Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	4
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	4
+	PyTorch: An Imperative Style, High-Performance Deep Learning Library	2019	Adam Paszke Sam Gross Francisco Massa Adam Lerer James T. Bradbury Gregory Chanan Trevor Killeen Zeming Lin Natalia Gimelshein Luca Antiga	4
+ PDF Chat	Swin Transformer: Hierarchical Vision Transformer using Shifted Windows	2021	Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin Baining Guo	4
+ PDF Chat	ImageNet Large Scale Visual Recognition Challenge	2015	Olga Russakovsky Jia Deng Hao Su Jonathan Krause Sanjeev Satheesh Sean Ma Zhiheng Huang Andrej Karpathy Aditya Khosla Michael S. Bernstein	4
+ PDF Chat	Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers	2021	Sixiao Zheng Jiachen Lu Hengshuang Zhao Xiatian Zhu Zekun Luo Yabiao Wang Yanwei Fu Jianfeng Feng Tao Xiang Philip H. S. Torr	4
+	SSD: Single Shot MultiBox Detector	2016	Wei Liu Dragomir Anguelov Dumitru Erhan Christian Szegedy Scott Reed Cheng-Yang Fu Alexander C. Berg	4
+ PDF Chat	Fully convolutional networks for semantic segmentation	2015	Jonathan Long Evan Shelhamer Trevor Darrell	4
+	An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale	2020	Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai Thomas Unterthiner Mostafa Dehghani Matthias Minderer Georg Heigold Sylvain Gelly	4
+ PDF Chat	DeepTAM: Deep Tracking and Mapping	2018	Huizhong Zhou Benjamin Ummenhofer Thomas Brox	4
+ PDF Chat	Shortcut learning in deep neural networks	2020	Robert Geirhos Jörn-Henrik Jacobsen Claudio Michaelis Richard S. Zemel Wieland Brendel Matthias Bethge Felix A. Wichmann	4
+	Training Convolutional Networks with Noisy Labels	2014	Sainbayar Sukhbaatar Joan Bruna Manohar Paluri Lubomir Bourdev Rob Fergus	4
+ PDF Chat	Degeneracy in Self-Calibration Revisited and a Deep Learning Solution for Uncalibrated SLAM	2019	Bingbing Zhuang Quoc-Huy Tran Gim Hee Lee Loong Fah Cheong Manmohan Chandraker	4
+	FitNets: Hints for Thin Deep Nets	2014	Adriana Romero Nicolas Ballas Samira Ebrahimi Kahou Antoine Chassang Carlo Gatta Yoshua Bengio	4
+	Transformers in Self-Supervised Monocular Depth Estimation with Unknown Camera Intrinsics	2022	Arnav Varma Hemang Chawla Bahram Zonooz Elahe Arani	4
+ PDF Chat	Deep learning and the information bottleneck principle	2015	Naftali Tishby Noga Zaslavsky	3
+ PDF Chat	Monocular depth estimation with hierarchical fusion of dilated CNNs and soft-weighted-sum inference	2018	Bo Li Yuchao Dai Mingyi He	3
+ PDF Chat	Adversarial Examples for Semantic Segmentation and Object Detection	2017	Cihang Xie Jianyu Wang Zhishuai Zhang Yuyin Zhou Lingxi Xie Alan Yuille	3
+ PDF Chat	Unsupervised Learning of Depth and Ego-Motion from Monocular Video Using 3D Geometric Constraints	2018	Reza Mahjourian Martin Wicke Anelia Angelova	3
+ PDF Chat	On the Robustness of Semantic Segmentation Models to Adversarial Attacks	2018	Anurag Arnab Ondrej Miksik Philip H. S. Torr	3
+	Adversarial examples in the physical world	2016	Alexey Kurakin Ian Goodfellow Samy Bengio	3