Search results for "Spurious"

Hits ?▲	Authors	Title	Venue	Year	Link
15	Maan Qraitem, Kate Saenko, Bryan A. Plummer	From Fake to Real (FFR): A two-stage training pipeline for mitigating spurious correlations with synthetic data.	CoRR	2023	DBLP DOI BibTeX RDF
15	Tao Feng 0013, Lizhen Qu, Gholamreza Haffari	Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal Discovery.	CoRR	2023	DBLP DOI BibTeX RDF
15	Siddharth Joshi, Yu Yang, Yihao Xue, Wenhan Yang, Baharan Mirzasoleiman	Towards Mitigating Spurious Correlations in the Wild: A Benchmark & a more Realistic Dataset.	CoRR	2023	DBLP DOI BibTeX RDF
15	Amar Kumar, Nima Fathi, Raghav Mehta, Brennan Nichyporuk, Jean-Pierre R. Falet, Sotirios A. Tsaftaris, Tal Arbel	Debiasing Counterfactuals In the Presence of Spurious Correlations.	CoRR	2023	DBLP DOI BibTeX RDF
15	Susu Sun, Lisa M. Koch, Christian F. Baumgartner	Right for the Wrong Reason: Can Interpretable ML Techniques Detect Spurious Correlations?	CoRR	2023	DBLP DOI BibTeX RDF
15	Parikshit Bansal, Amit Sharma 0007	Controlling Learned Effects to Reduce Spurious Correlations in Text Classifiers.	CoRR	2023	DBLP DOI BibTeX RDF
15	Abhinav Kumar, Amit Deshpande, Amit Sharma 0007	Causal Effect Regularization: Automated Detection and Removal of Spurious Attributes.	CoRR	2023	DBLP DOI BibTeX RDF
15	Ziye Ma, Igor Molybog, Javad Lavaei, Somayeh Sojoudi	Over-parametrization via Lifting for Low-rank Matrix Sensing: Conversion of Spurious Solutions to Strict Saddle Points.	CoRR	2023	DBLP DOI BibTeX RDF
15	Yong Lin, Lu Tan, Yifan Hao, Honam Wong, Hanze Dong, Weizhong Zhang, Yujiu Yang, Tong Zhang	Spurious Feature Diversification Improves Out-of-distribution Generalization.	CoRR	2023	DBLP DOI BibTeX RDF
15	Shree Charran R, Sandipan Das Mahapatra	Cross Feature Selection to Eliminate Spurious Interactions and Single Feature Dominance Explainable Boosting Machines.	CoRR	2023	DBLP DOI BibTeX RDF
15	Preetam Prabhu Srikar Dammu, Chirag Shah	Detecting Spurious Correlations via Robust Visual Concepts in Real and AI-Generated Image Classification.	CoRR	2023	DBLP DOI BibTeX RDF
15	Pascal R. Karam, Bassam Bamieh	Implicit Boundary Conditions in Partial Differential Equations Discretizations: Identifying Spurious Modes and Model Reduction.	CoRR	2023	DBLP DOI BibTeX RDF
15	Aengus Lynch, Gbètondji J.-S. Dovonon, Jean Kaddour, Ricardo Silva	Spawrious: A Benchmark for Fine Control of Spurious Correlation Biases.	CoRR	2023	DBLP DOI BibTeX RDF
15	Ruimeng Li, Yuanhao Pu, Zhaoyi Li, Hong Xie, Defu Lian	Invariant Representation Learning via Decoupling Style and Spurious Features.	CoRR	2023	DBLP DOI BibTeX RDF
15	Dekai Zhang, Matthew Williams 0001, Francesca Toni	Targeted Activation Penalties Help CNNs Ignore Spurious Signals.	CoRR	2023	DBLP DOI BibTeX RDF
15	Thomas Izgin, Stefan Kopecz, Andreas Meister 0003, Amandine Schilling	On the non-global linear stability and spurious fixed points of MPRK schemes with negative RK parameters.	CoRR	2023	DBLP DOI BibTeX RDF
15	Yuhang Zhou, Paiheng Xu, Xiaoyu Liu, Bang An, Wei Ai 0002, Furong Huang	Explore Spurious Correlations at the Concept Level in Language Models for Text Classification.	CoRR	2023	DBLP DOI BibTeX RDF
15	Cian Eastwood, Shashank Singh 0011, Andrei Liviu Nicolicioiu, Marin Vlastelica, Julius von Kügelgen, Bernhard Schölkopf	Spuriosity Didn't Kill the Classifier: Using Invariant Predictions to Harness Spurious Features.	CoRR	2023	DBLP DOI BibTeX RDF
15	Xian Teng, Yongsu Ahn, Yu-Ru Lin	VISPUR: Visual Aids for Identifying and Interpreting Spurious Associations in Data-Driven Decisions.	CoRR	2023	DBLP DOI BibTeX RDF
15	Vladimir Kostic, Karim Lounici, Pietro Novelli, Massimiliano Pontil	Koopman Operator Learning: Sharp Spectral Rates and Spurious Eigenvalues.	CoRR	2023	DBLP DOI BibTeX RDF
15	Kang-il Lee, Segwang Kim, Kyomin Jung	Weakly Supervised Semantic Parsing with Execution-based Spurious Program Filtering.	CoRR	2023	DBLP DOI BibTeX RDF
15	Yihe Deng, Yu Yang, Baharan Mirzasoleiman, Quanquan Gu	Robust Learning with Progressive Data Expansion Against Spurious Correlation.	CoRR	2023	DBLP DOI BibTeX RDF
15	Mingshan Chang, Min Yang 0007, Qingshan Jiang, Ruifeng Xu	Reducing Spurious Correlations for Aspect-Based Sentiment Analysis with Variational Information Bottleneck and Contrastive Learning.	CoRR	2023	DBLP DOI BibTeX RDF
15	Hans W. A. Hanley, Deepak Kumar 0006, Zakir Durumeric	Specious Sites: Tracking the Spread and Sway of Spurious News Stories at Scale.	CoRR	2023	DBLP DOI BibTeX RDF
15	Yihao Xue, Ali Payani, Yu Yang, Baharan Mirzasoleiman	Eliminating Spurious Correlations from Pre-trained Models via Data Mixing.	CoRR	2023	DBLP DOI BibTeX RDF
15	Baharin Aliashrafi Jodat, Abhishek Chandar, Shiva Nejati, Mehrdad Sabetzadeh	Test Generation Strategies for Building Failure Models and Explaining Spurious Failures.	CoRR	2023	DBLP DOI BibTeX RDF
15	Yu Yang, Eric Gan, Gintare Karolina Dziugaite, Baharan Mirzasoleiman	Identifying Spurious Biases Early in Training through the Lens of Simplicity Bias.	CoRR	2023	DBLP DOI BibTeX RDF
15	Yingchun Wang, Jingcai Guo, Yi Liu, Song Guo 0001, Weizhan Zhang, Xiangyong Cao, Qinghua Zheng	SFP: Spurious Feature-targeted Pruning for Out-of-Distribution Generalization.	CoRR	2023	DBLP DOI BibTeX RDF
15	Rafayel Darbinyan, Hrayr Harutyunyan, Aram H. Markosyan, Hrant Khachatrian	Identifying and Disentangling Spurious Features in Pretrained Image Representations.	CoRR	2023	DBLP DOI BibTeX RDF
15	Shirley Wu, Mert Yüksekgönül, Linjun Zhang, James Zou 0001	Discover and Cure: Concept-aware Mitigation of Spurious Correlation.	CoRR	2023	DBLP DOI BibTeX RDF
15	Gautam Sreekumar, Vishnu Naresh Boddeti	Spurious Correlations and Where to Find Them.	CoRR	2023	DBLP DOI BibTeX RDF
15	Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee	Unlearning Spurious Correlations in Chest X-ray Classification.	CoRR	2023	DBLP DOI BibTeX RDF
15	Derk Frerichs-Mihov, Linus Henning, Volker John	Using Deep Neural Networks for Detecting Spurious Oscillations in Discontinuous Galerkin Solutions of Convection-Dominated Convection-Diffusion Equations.	J. Sci. Comput.	2023	DBLP DOI BibTeX RDF
15	Haiyan Sun, Xingyu Wang, Zheng Zhu, Jicong Zhao	Theoretical and Experimental Analysis of the Spurious Modes and Quality Factors for Dual-Mode AlN Lamb-Wave Resonators.	IEICE Trans. Electron.	2023	DBLP DOI BibTeX RDF
15	Ioan Burda	Spurious Resonance of the QCM Sensor: Load Analysis Based on Impedance Spectroscopy.	Sensors	2023	DBLP DOI BibTeX RDF
15	Bo Chen, Fangzhou Meng, Hongying Tang, Guanjun Tong	Two-Level Attention Module Based on Spurious-3D Residual Networks for Human Action Recognition.	Sensors	2023	DBLP DOI BibTeX RDF
15	Yulong Liu, Hongliang Wang, Feng Zhang, Luhao Gou, Shengkuo Zhang, Gang Cao, Pengcheng Zhang	High-Performance SAW Resonator with Spurious Mode Suppression Using Hexagonal Weighted Electrode Structure.	Sensors	2023	DBLP DOI BibTeX RDF
15	Shuping Sun, Yaonan Tong, Biqiang Zhang, Bowen Yang, Long Yan, Peiguang He, Hong Xu	A novel adaptive methodology for removing spurious components in a modified incremental Gaussian mixture model.	Int. J. Mach. Learn. Cybern.	2023	DBLP DOI BibTeX RDF
15	Tomás Halada, Ludek Benes	Effect of boundary conditions on particle spurious movement in Smoothed Particle Hydrodynamics method.	J. Comput. Appl. Math.	2023	DBLP DOI BibTeX RDF
15	Junqi Diao, Jun Xiao 0005, Yihong He, Haiyong Jiang	Combating Spurious Correlations in Loose-fitting Garment Animation Through Joint-Specific Feature Learning.	Comput. Graph. Forum	2023	DBLP DOI BibTeX RDF
15	Chi Liu, Huajie Chen, Tianqing Zhu, Jun Zhang 0010, Wanlei Zhou 0001	Making DeepFakes More Spurious: Evading Deep Face Forgery Detection via Trace Removal Attack.	IEEE Trans. Dependable Secur. Comput.	2023	DBLP DOI BibTeX RDF
15	Zhian Deng, Zhiguo Wang, Tianbao Zhang, Chunjie Zhang, Weijian Si	A novel density-based clustering method for effective removal of spurious intersections in bearings-only localization.	EURASIP J. Adv. Signal Process.	2023	DBLP DOI BibTeX RDF
15	Cornelius Fritz, Marius Mehrl, Paul W. Thurner, Göran Kauermann	All that glitters is not gold: Relational events models with spurious events.	Netw. Sci.	2023	DBLP DOI BibTeX RDF
15	Angana Borah, Daria Pylypenko, Cristina España-Bonet, Josef van Genabith	Measuring Spurious Correlation in Classification: "Clever Hans" in Translationese.	RANLP	2023	DBLP BibTeX RDF
15	Keita Takeda, Eiji Mitate, Tomoya Sakai 0002	Background Subtraction Approach to Unsupervised Cell Segmentation: Toward Excluding Spurious Features in Degraded Cytology Slides.	ISBI	2023	DBLP DOI BibTeX RDF
15	Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee	Unlearning Spurious Correlations in Chest X-Ray Classification.	DS	2023	DBLP DOI BibTeX RDF
15	Amar Kumar, Nima Fathi, Raghav Mehta, Brennan Nichyporuk, Jean-Pierre R. Falet, Sotirios A. Tsaftaris, Tal Arbel	Debiasing Counterfactuals in the Presence of Spurious Correlations.	CLIP/FAIMI/EPIMI@MICCAI	2023	DBLP DOI BibTeX RDF
15	Colin Parellier, Axel Barrau, Silvère Bonnabel	A Computationally Efficient Global Indicator to Detect Spurious Measurement Drifts in Kalman Filtering.	CDC	2023	DBLP DOI BibTeX RDF
15	Vinicius Mariano Gonçalves, Prashanth Krishnamurthy, Anthony Tzes, Farshad Khorrami	Using Circulation to Mitigate Spurious Equilibria in Control Barrier Function.	CDC	2023	DBLP DOI BibTeX RDF
15	Aditya Narayanan, Nagendra Krishnapura	Simulation of Divider Phase Noise and Spurious Tones in Integer-N PLLs.	ICECS	2023	DBLP DOI BibTeX RDF
15	Timothée Lesort	Spurious Features in Continual Learning.	AAAI Bridge Program	2023	DBLP BibTeX RDF
15	Lily H. Zhang, Rajesh Ranganath	Robustness to Spurious Correlations Improves Semantic Out-of-Distribution Detection.	AAAI	2023	DBLP DOI BibTeX RDF
15	Kirill Bykov, Laura Kopf, Marina M.-C. Höhne	Finding Spurious Correlations with Function-Semantic Contrast Analysis.	xAI (2)	2023	DBLP DOI BibTeX RDF
15	Jae-Myung Kim, A. Sophia Koepke, Cordelia Schmid, Zeynep Akata	Exposing and Mitigating Spurious Correlations for Cross-Modal Retrieval.	CVPR Workshops	2023	DBLP DOI BibTeX RDF
15	Victor Medina, Dante Loi, Pieter Rombouts, Luis Hernández 0003	Analysis of in-band Spurious Tones of VCO-based Analog Filters and Mitigation Techniques.	ISCAS	2023	DBLP DOI BibTeX RDF
15	Susu Sun, Lisa M. Koch, Christian F. Baumgartner	Right for the Wrong Reason: Can Interpretable ML Techniques Detect Spurious Correlations?	MICCAI (2)	2023	DBLP DOI BibTeX RDF
15	Qianlong Wang, Keyang Ding, Bin Liang, Min Yang 0007, Ruifeng Xu	Reducing Spurious Correlations in Aspect-based Sentiment Analysis with Explanation from Large Language Models.	EMNLP (Findings)	2023	DBLP DOI BibTeX RDF
15	Xuanli He, Qiongkai Xu, Jun Wang 0126, Benjamin I. P. Rubinstein, Trevor Cohn	Mitigating Backdoor Poisoning Attacks through the Lens of Spurious Correlation.	EMNLP	2023	DBLP DOI BibTeX RDF
15	Kang-il Lee, Segwang Kim, Kyomin Jung	Weakly Supervised Semantic Parsing with Execution-based Spurious Program Filtering.	EMNLP	2023	DBLP DOI BibTeX RDF
15	Tianshu Yu, Min Yang 0007, Chengming Li, Ruifeng Xu	Reducing Spurious Correlations for Relation Extraction by Feature Decomposition and Semantic Augmentation.	SIGIR	2023	DBLP DOI BibTeX RDF
15	Qingyao Sun, Kevin P. Murphy, Sayna Ebrahimi, Alexander D'Amour	Beyond Invariance: Test-Time Label-Shift Adaptation for Addressing "Spurious" Correlations.	NeurIPS	2023	DBLP BibTeX RDF
15	Abhinav Kumar, Amit Deshpande, Amit Sharma 0007	Causal Effect Regularization: Automated Detection and Removal of Spurious Correlations.	NeurIPS	2023	DBLP BibTeX RDF
15	Yihe Deng, Yu Yang, Baharan Mirzasoleiman, Quanquan Gu	Robust Learning with Progressive Data Expansion Against Spurious Correlation.	NeurIPS	2023	DBLP BibTeX RDF
15	Wenhao Ding, Laixi Shi, Yuejie Chi, Ding Zhao	Seeing is not Believing: Robust Reinforcement Learning against Spurious Correlation.	NeurIPS	2023	DBLP BibTeX RDF
15	Cian Eastwood, Shashank Singh 0011, Andrei Liviu Nicolicioiu, Marin Vlastelica Pogancic, Julius von Kügelgen, Bernhard Schölkopf	Spuriosity Didn't Kill the Classifier: Using Invariant Predictions to Harness Spurious Features.	NeurIPS	2023	DBLP BibTeX RDF
15	Drago Plecko, Elias Bareinboim	A Causal Framework for Decomposing Spurious Variations.	NeurIPS	2023	DBLP BibTeX RDF
15	Anísio Lacerda, Daniel Ayala, Francisco Malaguth, Fabio Kanadani	An Empirical Analysis of Vision Transformers Robustness to Spurious Correlations in Health Data.	IJCNN	2023	DBLP DOI BibTeX RDF
15	Polina Kirichenko, Pavel Izmailov, Andrew Gordon Wilson	Last Layer Re-Training is Sufficient for Robustness to Spurious Correlations.	ICLR	2023	DBLP BibTeX RDF
15	Sheng Liu, Xu Zhang, Nitesh Sekhar, Yue Wu, Prateek Singhal, Carlos Fernandez-Granda	Avoiding spurious correlations via logit correction.	ICLR	2023	DBLP BibTeX RDF
15	Yu Yang 0007, Besmira Nushi, Hamid Palangi, Baharan Mirzasoleiman	Mitigating Spurious Correlations in Multi-modal Models during Fine-tuning.	ICML	2023	DBLP BibTeX RDF
15	Shirley Wu, Mert Yüksekgönül, Linjun Zhang, James Zou 0001	Discover and Cure: Concept-aware Mitigation of Spurious Correlation.	ICML	2023	DBLP BibTeX RDF
15	Ziye Ma, Igor Molybog, Javad Lavaei, Somayeh Sojoudi	Over-parametrization via Lifting for Low-rank Matrix Sensing: Conversion of Spurious Solutions to Strict Saddle Points.	ICML	2023	DBLP BibTeX RDF
15	Samuele Pollaci	Spurious Valleys and Clustering Behavior of Neural Networks.	ICML	2023	DBLP BibTeX RDF
15	Yanrui Du, Jing Yan 0004, Yan Chen, Jing Liu 0022, Sendong Zhao, Qiaoqiao She, Hua Wu 0003, Haifeng Wang 0001, Bing Qin 0001	Less Learn Shortcut: Analyzing and Mitigating Learning of Spurious Feature-Label Correlation.	IJCAI	2023	DBLP DOI BibTeX RDF
15	Haotian Ye, James Zou 0001, Linjun Zhang	Freeze then Train: Towards Provable Representation Learning under Spurious Correlations and Feature Noise.	AISTATS	2023	DBLP BibTeX RDF
15	Hyungrok Do, Yuxin Chang, Yoon-Sang Cho, Padhraic Smyth, Judy Zhong	When More is Less: Incorporating Additional Datasets Can Hurt Performance By Introducing Spurious Correlations.	MLHC	2023	DBLP BibTeX RDF
15	Rhys Compton, Lily H. Zhang, Aahlad Manas Puli, Rajesh Ranganath	When More is Less: Incorporating Additional Datasets Can Hurt Performance By Introducing Spurious Correlations.	MLHC	2023	DBLP BibTeX RDF
15	Robin Chan, Afra Amini, Mennatallah El-Assady	Which Spurious Correlations Impact Reasoning in NLI Models? A Visual Interactive Diagnosis through Data-Constrained Counterfactuals.	ACL (demo)	2023	DBLP DOI BibTeX RDF
15	Josh Magnus Ludan, Yixuan Meng, Tai Nguyen 0005, Saurabh Shah, Qing Lyu 0001, Marianna Apidianaki, Chris Callison-Burch	Explanation-based Finetuning Makes Models More Robust to Spurious Cues.	ACL (1)	2023	DBLP DOI BibTeX RDF
15	Parikshit Bansal, Amit Sharma 0007	Controlling Learned Effects to Reduce Spurious Correlations in Text Classifiers.	ACL (1)	2023	DBLP DOI BibTeX RDF
15	Gregory Plumb, Marco Túlio Ribeiro, Ameet Talwalkar	Finding and Fixing Spurious Patterns with Explanations.	Trans. Mach. Learn. Res.	2022	DBLP BibTeX RDF
15	Craig Poskanzer, Mengting Fang, Aidas Aglinskas, Stefano Anzellotti	Controlling for Spurious Nonlinear Dependence in Connectivity Analyses.	Neuroinformatics	2022	DBLP DOI BibTeX RDF
15	Bo Chen, Hongying Tang, Zebin Zhang, Guanjun Tong, Baoqing Li	Video-based action recognition using spurious-3D residual attention networks.	IET Image Process.	2022	DBLP DOI BibTeX RDF
15	Erick Schulz, Ralf Hiptmair	Spurious Resonances in Coupled Domain-Boundary Variational Formulations of Transmission Problems in Electromagnetism and Acoustics.	Comput. Methods Appl. Math.	2022	DBLP DOI BibTeX RDF
15	Pedro Rodriguez-Garcia, Jack Sifri, Caleb Calabrese, Adam Goad, Charles Baylis, Robert J. Marks II	Spurious Beam Suppression in Dual-Beam Phased Array Transmission by Impedance Tuning.	IEEE Trans. Aerosp. Electron. Syst.	2022	DBLP DOI BibTeX RDF
15	Jean B. Lasserre	Homogeneous polynomials and spurious local minima on the unit sphere.	Optim. Lett.	2022	DBLP DOI BibTeX RDF
15	Mina Jamshidi Idaji, Juanli Zhang, Tilman Stephani, Guido Nolte, Klaus-Robert Müller, Arno Villringer, Vadim V. Nikulin	Harmoni: A method for eliminating spurious interactions due to the harmonic components in neuronal data.	NeuroImage	2022	DBLP DOI BibTeX RDF
15	Taotao Huang, Haiwen Liu, Cheng Guo, Linping Feng, Li Geng	3-D Printed mm-Wave Filter Using Increased-Height DGS Resonator for Spurious Suppression.	IEEE Trans. Circuits Syst. II Express Briefs	2022	DBLP DOI BibTeX RDF
15	Zhihua Xie, Pengzhi Lin, Thorsten Stoesser	A conservative and consistent implicit Cartesian cut-cell method for moving geometries with reduced spurious pressure oscillations.	J. Comput. Phys.	2022	DBLP DOI BibTeX RDF
15	Jonathan Jung, Vincent Perrier	Steady low Mach number flows: Identification of the spurious mode and filtering method.	J. Comput. Phys.	2022	DBLP DOI BibTeX RDF
15	Venkatesh Inguva, Eugeny Y. Kenig, J. Blair Perot	A front-tracking method for two-phase flow simulation with no spurious currents.	J. Comput. Phys.	2022	DBLP DOI BibTeX RDF
15	Wei Qian, Yuqian Zhang, Yudong Chen 0001	Structures of Spurious Local Minima in k-Means.	IEEE Trans. Inf. Theory	2022	DBLP DOI BibTeX RDF
15	Shitao Lv, Zheng Zhu, Fei Long, Haiyan Sun, Chenguang Song, Aoyu Zhang, Fazeng Tan, Jicong Zhao	Characterization analysis of quality factor, electro-mechanical coupling and spurious modes for AlN Lamb-wave resonators with fs > 2 GHz.	Microelectron. J.	2022	DBLP DOI BibTeX RDF
15	Yossi Arjevani, Michael Field	Annihilation of Spurious Minima in Two-Layer ReLU Networks.	CoRR	2022	DBLP DOI BibTeX RDF
15	Roy Schwartz 0001, Gabriel Stanovsky	On the Limitations of Dataset Balancing: The Lost Battle Against Spurious Correlations.	CoRR	2022	DBLP DOI BibTeX RDF
15	Tina Behnia, Ke Wang 0035, Christos Thrampoulidis	On how to avoid exacerbating spurious correlations when models are overparameterized.	CoRR	2022	DBLP DOI BibTeX RDF
15	Saeid Asgari Taghanaki, Aliasghar Khani, Fereshte Khani, Ali Gholami, Linh Tran, Ali Mahdavi-Amiri, Ghassan Hamarneh	MaskTune: Mitigating Spurious Correlations by Forcing to Explore.	CoRR	2022	DBLP DOI BibTeX RDF
15	Julius Adebayo, Michael Muelly, Hal Abelson, Been Kim	Post hoc Explanations may be Ineffective for Detecting Unknown Spurious Correlation.	CoRR	2022	DBLP DOI BibTeX RDF
15	Ching-pei Lee, Ling Liang, Tianyun Tang, Kim-Chuan Toh	Escaping Spurious Local Minima of Low-Rank Matrix Factorization Through Convex Lifting.	CoRR	2022	DBLP DOI BibTeX RDF
15	Shivanshu Gupta, Sameer Singh 0001, Matt Gardner 0001	Structurally Diverse Sampling Reduces Spurious Correlations in Semantic Parsing Datasets.	CoRR	2022	DBLP DOI BibTeX RDF