Search results for "bottleneck"

Hits ?▲	Authors	Title	Venue	Year	Link
12	Valentin Guillet, Dennis G. Wilson, Carlos Aguilar Melchor, Emmanuel Rachelson	Neural Distillation as a State Representation Bottleneck in Reinforcement Learning.	CoRR	2022	DBLP DOI BibTeX RDF
12	Songjie Xie, Youlong Wu, Shuai Ma 0002, Ming Ding 0001, Yuanming Shi, Mingjian Tang 0001	Robust Information Bottleneck for Task-Oriented Communication with Digital Modulation.	CoRR	2022	DBLP DOI BibTeX RDF
12	Ansgar Lößer, Joel Witzke, Florian Schintke, Björn Scheuermann 0001	BottleMod: Modeling Data Flows and Tasks for Fast Bottleneck Analysis.	CoRR	2022	DBLP DOI BibTeX RDF
12	Beiwen Tian, Liyi Luo, Hao Zhao, Guyue Zhou	VIBUS: Data-efficient 3D Scene Parsing with VIewpoint Bottleneck and Uncertainty-Spectrum Modeling.	CoRR	2022	DBLP DOI BibTeX RDF
12	Fazeleh Sadat Hoseini, Niklas Åkerblom, Morteza Haghir Chehreghani	A Contextual Combinatorial Semi-Bandit Approach to Network Bottleneck Identification.	CoRR	2022	DBLP DOI BibTeX RDF
12	Sumedh A. Sontakke, Buvaneswari Ramanan, Laurent Itti, Thomas Woo	Model2Detector: Widening the Information Bottleneck for Out-of-Distribution Detection using a Handful of Gradient Steps.	CoRR	2022	DBLP BibTeX RDF
12	Ayesha Afzal, Georg Hager, Gerhard Wellein	The Role of Idle Waves, Desynchronization, and Bottleneck Evasion in the Performance of Parallel Programs.	CoRR	2022	DBLP DOI BibTeX RDF
12	Bang Xiang Yong, Alexandra Brintrup	Do autoencoders need a bottleneck for anomaly detection?	CoRR	2022	DBLP BibTeX RDF
12	Enrico Gregori, Alessandro Improta, Luciano Lenzini, Valerio Luconi, Nilo Redini, Alessio Vecchio	Smartphone-based crowdsourcing for estimating the bottleneck capacity in wireless networks.	CoRR	2022	DBLP DOI BibTeX RDF
12	Meiyi Zhu, Chunyan Feng, Caili Guo, Zhe Liu, Nan Jiang 0004, Osvaldo Simeone	Semantics-Aware Remote Estimation via Information Bottleneck-Inspired Type Based Multiple Access.	CoRR	2022	DBLP DOI BibTeX RDF
12	Huan Hua, Jun Yan, Xi Fang, Weiquan Huang, Huilin Yin, Wancheng Ge	Causal Information Bottleneck Boosts Adversarial Robustness of Deep Neural Network.	CoRR	2022	DBLP DOI BibTeX RDF
12	Adam Gronowski, William Paul, Fady Alajaji, Bahman Gharesifard, Philippe Burlina	Renyi Fair Information Bottleneck for Image Classification.	CoRR	2022	DBLP DOI BibTeX RDF
12	Qi Zhang, Shujian Yu, Jingmin Xin, Badong Chen	Multi-view Information Bottleneck Without Variational Approximation.	CoRR	2022	DBLP DOI BibTeX RDF
12	Srivatsan Krishnan, Zishen Wan, Kshitij Bhardwaj, Ninad Jadhav, Aleksandra Faust, Vijay Janapa Reddi	Roofline Model for UAVs: A Bottleneck Analysis Tool for Onboard Compute Characterization of Autonomous Unmanned Aerial Vehicles.	CoRR	2022	DBLP DOI BibTeX RDF
12	Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj	Reducing Redundancy in the Bottleneck Representation of the Autoencoders.	CoRR	2022	DBLP BibTeX RDF
12	Zhuohang Dang, Jihong Wang, Minnan Luo, Chengyou Jia, Caixia Yan, Qinghua Zheng	Disentangled Generation with Information Bottleneck for Few-Shot Learning.	CoRR	2022	DBLP DOI BibTeX RDF
12	Joshua Lockhart, Daniele Magazzeni, Manuela Veloso	Learn to explain yourself, when you can: Equipping Concept Bottleneck Models with the ability to abstain on their concept predictions.	CoRR	2022	DBLP DOI BibTeX RDF
12	Qintong Li, Zhiyong Wu 0003, Lingpeng Kong, Wei Bi	Explanation Regeneration via Information Bottleneck.	CoRR	2022	DBLP DOI BibTeX RDF
12	James Henderson 0001, Fabio Fehr	A Variational AutoEncoder for Transformers with Nonparametric Variational Information Bottleneck.	CoRR	2022	DBLP DOI BibTeX RDF
12	Ezzat Elokda, Carlo Cenedese, Kenan Zhang, John Lygeros, Florian Dörfler	CARMA: Fair and efficient bottleneck congestion management with karma.	CoRR	2022	DBLP DOI BibTeX RDF
12	Bin Deng, Kui Jia	Counterfactual Supervision-based Information Bottleneck for Out-of-Distribution Generalization.	CoRR	2022	DBLP DOI BibTeX RDF
12	Sijie Mai, Ying Zeng, Haifeng Hu 0001	Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations.	CoRR	2022	DBLP DOI BibTeX RDF
12	Junhui Zhang, Junjie Pan, Xiang Yin 0006, Zejun Ma	Direct Speech-to-speech Translation without Textual Annotation using Bottleneck Features.	CoRR	2022	DBLP DOI BibTeX RDF
12	Damjan Kalajdzievski, Ximeng Mao, Pascal Fortier-Poisson, Guillaume Lajoie, Blake A. Richards	Transfer Entropy Bottleneck: Learning Sequence to Sequence Information Transfer.	CoRR	2022	DBLP DOI BibTeX RDF
12	Youngsik Eom, Yeonghyeon Lee, Ji Sub Um, Hoirin Kim	Anti-Spoofing Using Transfer Learning with Variational Information Bottleneck.	CoRR	2022	DBLP DOI BibTeX RDF
12	Matthew J. Katz, Micha Sharir	Bottleneck Matching in the Plane.	CoRR	2022	DBLP DOI BibTeX RDF
12	Edgar Beck, Carsten Bockelmann, Armin Dekorsy	Semantic Communication: An Information Bottleneck View.	CoRR	2022	DBLP DOI BibTeX RDF
12	Adam Gronowski, William Paul, Fady Alajaji, Bahman Gharesifard, Philippe Burlina	Achieving Utility, Fairness, and Compactness via Tunable Information Bottleneck Measures.	CoRR	2022	DBLP DOI BibTeX RDF
12	Jadie Adams, Shireen Y. Elhabian	From Images to Probabilistic Anatomical Shapes: A Deep Variational Bottleneck Approach.	CoRR	2022	DBLP DOI BibTeX RDF
12	Tiago Pimentel, Josef Valvoda, Niklas Stoehr, Ryan Cotterell	The Architectural Bottleneck Principle.	CoRR	2022	DBLP DOI BibTeX RDF
12	Magnus Bakke Botnan, Steffen Oppermann, Steve Oudot, Luis Scoccola	On the bottleneck stability of rank decompositions of multi-parameter persistence modules.	CoRR	2022	DBLP DOI BibTeX RDF
12	Teng-Hui Huang, Aly El Gamal, Hesham El Gamal	On the Multi-View Information Bottleneck Representation.	CoRR	2022	DBLP BibTeX RDF
12	Ziwen Liu, Bonan Li, Congying Han, Tiande Guo, Xuecheng Nie	Masked Reconstruction Contrastive Learning with Information Bottleneck Principle.	CoRR	2022	DBLP DOI BibTeX RDF
12	Eugene Bykovets, Yannick Metz, Mennatallah El-Assady, Daniel A. Keim, Joachim M. Buhmann	BARReL: Bottleneck Attention for Adversarial Robustness in Vision-Based Reinforcement Learning.	CoRR	2022	DBLP DOI BibTeX RDF
12	Ming-fei Hu, Jianwei Liu 0006	β-CapsNet: Learning Disentangled Representation for CapsNet by Information Bottleneck.	CoRR	2022	DBLP DOI BibTeX RDF
12	Kushal Chauhan, Rishabh Tiwari, Jan Freyberg, Pradeep Shenoy, Krishnamurthy Dvijotham	Interactive Concept Bottleneck Models.	CoRR	2022	DBLP DOI BibTeX RDF
12	Pu Wang, Hugo Van hamme	Bottleneck Low-rank Transformers for Low-resource Spoken Language Understanding.	CoRR	2022	DBLP DOI BibTeX RDF
12	Libin Zhu, Parthe Pandit, Mikhail Belkin	A note on Linear Bottleneck networks and their Transition to Multilinearity.	CoRR	2022	DBLP DOI BibTeX RDF
12	Xintao Zhao, Feng Liu, Changhe Song, Zhiyong Wu 0001, Shiyin Kang, Deyi Tuo, Helen Meng	Disentangleing Content and Fine-grained Prosody Information via Hybrid ASR Bottleneck Features for Voice Conversion.	CoRR	2022	DBLP DOI BibTeX RDF
12	Yuanzhe Chen, Ming Tu, Tang Li 0001, Xin Li, Qiuqiang Kong, Jiaxin Li, Zhichao Wang, Qiao Tian, Yuping Wang, Yuxuan Wang 0002	Streaming Voice Conversion Via Intermediate Bottleneck Features And Non-streaming Teacher Guidance.	CoRR	2022	DBLP DOI BibTeX RDF
12	Liang Wang, Nan Yang 0002, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang, Rangan Majumder, Furu Wei	SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval.	CoRR	2022	DBLP DOI BibTeX RDF
12	Michael Dikshtein, Nir Weinberger, Shlomo Shamai	On Information Bottleneck for Gaussian Processes.	CoRR	2022	DBLP DOI BibTeX RDF
12	Chen Qian, Zi Wang 0005, Xinlin Zhang, Qingrui Cai, Taishan Kang, Boyu Jiang, Ran Tao, Zhigang Wu, Di Guo, Xiaobo Qu 0001	Physics-informed deep diffusion MRI reconstruction: break the bottleneck of training data in artificial intelligence.	CoRR	2022	DBLP DOI BibTeX RDF
12	Chen Shani, Jonathan Zarecki, Dafna Shahaf	The Lean Data Scientist: Recent Advances towards Overcoming the Data Bottleneck.	CoRR	2022	DBLP DOI BibTeX RDF
12	Mycal Tucker, Julie Shah, Roger Levy, Noga Zaslavsky	Towards Human-Agent Communication via the Information Bottleneck Principle.	CoRR	2022	DBLP DOI BibTeX RDF
12	Louis-François Bouchard, Mohsen Ben Lazreg, Matthew Toews	U(1) Symmetry-breaking Observed in Generic CNN Bottleneck Layers.	CoRR	2022	DBLP DOI BibTeX RDF
12	Jie Zhou 0015, Qi Zhang 0001, Qin Chen, Liang He 0001, Xuanjing Huang 0001	A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck.	CoRR	2022	DBLP DOI BibTeX RDF
12	Frederik Träuble, Anirudh Goyal, Nasim Rahaman, Michael Mozer, Kenji Kawaguchi, Yoshua Bengio, Bernhard Schölkopf	Discrete Key-Value Bottleneck.	CoRR	2022	DBLP DOI BibTeX RDF
12	Vudtiwat Ngampruetikorn, David J. Schwab	Information bottleneck theory of high-dimensional regression: relevancy, efficiency and optimality.	CoRR	2022	DBLP DOI BibTeX RDF
12	Fangyu Gai, Jianyu Niu, Ivan Beschastnikh, Chen Feng 0001, Sheng Wang 0011	Devouring the Leader Bottleneck in BFT Consensus.	CoRR	2022	DBLP DOI BibTeX RDF
12	Bang You, Jingming Xie, Youping Chen, Jan Peters 0001, Oleg Arenz	Self-supervised Sequential Information Bottleneck for Robust Exploration in Deep Reinforcement Learning.	CoRR	2022	DBLP DOI BibTeX RDF
12	Mehdi Rezaee, Francis Ferraro	RevUp: Revise and Update Information Bottleneck for Event Representation.	CoRR	2022	DBLP DOI BibTeX RDF
12	Cenyuan Zhang, Xiang Zhou, Yixin Wan, Xiaoqing Zheng, Kai-Wei Chang, Cho-Jui Hsieh	Improving the Adversarial Robustness of NLP Models by Information Bottleneck.	CoRR	2022	DBLP DOI BibTeX RDF
12	Mert Yüksekgönül, Maggie Wang, James Zou 0001	Post-hoc Concept Bottleneck Models.	CoRR	2022	DBLP DOI BibTeX RDF
12	Cipta Herwana, Abhishek Kadian	Visualizing Information Bottleneck through Variational Inference.	CoRR	2022	DBLP DOI BibTeX RDF
12	Jordi Ros-Giralt, Noah Amsel, Sruthi Yellamraju, James R. Ezick, Richard Lethin, Yuang Jiang, Aosong Feng, Leandros Tassiulas	A Quantitative Theory of Bottleneck Structures for Data Networks.	CoRR	2022	DBLP DOI BibTeX RDF
12	Shiye Wang, Changsheng Li, Yanming Li, Ye Yuan 0001, Guoren Wang	Self-Supervised Information Bottleneck for Deep Multi-View Subspace Clustering.	CoRR	2022	DBLP DOI BibTeX RDF
12	Kaizhong Zheng, Shujian Yu, Baojuan Li, Robert Jenssen, Badong Chen	BrainIB: Interpretable Brain Network-based Psychiatric Diagnosis with Graph Information Bottleneck.	CoRR	2022	DBLP DOI BibTeX RDF
12	Pierre Marza, Corentin Kervadec, Grigory Antipov, Moez Baccouche, Christian Wolf 0001	An experimental study of the vision-bottleneck in VQA.	CoRR	2022	DBLP BibTeX RDF
12	Mengting Xu, Tao Zhang, Zhongnian Li, Daoqiang Zhang	InfoAT: Improving Adversarial Training Using the Information Bottleneck Principle.	CoRR	2022	DBLP DOI BibTeX RDF
12	Jeya Vikranth Jeyakumar, Luke Dickens, Luis Garcia 0001, Yu-Hsi Cheng, Diego Ramirez-Echavarria, Joseph Noor, Alessandra Russo, Lance M. Kaplan, Erik Blasch, Mani B. Srivastava	Automatic Concept Extraction for Concept Bottleneck-based Video Classification.	CoRR	2022	DBLP DOI BibTeX RDF
12	Fang Wu, Siyuan Li, Lirong Wu, Dragomir R. Radev, Qiang Zhang, Stan Z. Li	Discovering the Representation Bottleneck of Graph Neural Networks from Multi-order Interactions.	CoRR	2022	DBLP DOI BibTeX RDF
12	Anirban Samaddar, Sandeep Madireddy, Prasanna Balaprakash	Sparsity-Inducing Categorical Prior Improves Robustness of the Information Bottleneck.	CoRR	2022	DBLP DOI BibTeX RDF
12	Muhammet Balcilar, Bharath Bhushan Damodaran, Pierre Hellier	Reducing The Amortization Gap of Entropy Bottleneck In End-to-End Image Compression.	CoRR	2022	DBLP DOI BibTeX RDF
12	Jia-Cheng Hu	ExpansionNet: exploring the sequence length bottleneck in the Transformer for Image Captioning.	CoRR	2022	DBLP DOI BibTeX RDF
12	Xiaolong Fan, Maoguo Gong, Yue Wu 0004, Mingyang Zhang 0002, Hao Li 0009, Xiangming Jiang	Towards Consistency and Complementarity: A Multiview Graph Information Bottleneck Approach.	CoRR	2022	DBLP DOI BibTeX RDF
12	Kaushik Balakrishnan, Devesh Upadhyay	BTranspose: Bottleneck Transformers for Human Pose Estimation with Self-Supervised Pre-Training.	CoRR	2022	DBLP DOI BibTeX RDF
12	Junho Kim, Byung-Kwan Lee, Yong Man Ro	Distilling Robust and Non-Robust Features in Adversarial Examples by Information Bottleneck.	CoRR	2022	DBLP DOI BibTeX RDF
12	Jiangxia Cao, Jiawei Sheng, Xin Cong, Tingwen Liu, Bin Wang 0004	Cross-Domain Recommendation to Cold-Start Users via Variational Information Bottleneck.	CoRR	2022	DBLP DOI BibTeX RDF
12	Hanqiu Chen, Yahya Alhinai, Yihan Jiang, Eunjee Na, Cong Hao	Bottleneck Analysis of Dynamic Graph Neural Network Inference on CPU and GPU.	CoRR	2022	DBLP DOI BibTeX RDF
12	Joshua Lockhart, Nicolas Marchesotti, Daniele Magazzeni, Manuela Veloso	Towards learning to explain with concept bottleneck models: mitigating information leakage.	CoRR	2022	DBLP DOI BibTeX RDF
12	Alexander Isenko, Ruben Mayer, Jeffrey Jedele, Hans-Arno Jacobsen	Where Is My Training Bottleneck? Hidden Trade-Offs in Deep Learning Preprocessing Pipelines.	CoRR	2022	DBLP BibTeX RDF
12	Jingjing Jiang, Ziyi Liu, Nanning Zheng 0001	Finetuning Pretrained Vision-Language Models with Correlation Information Bottleneck for Robust Visual Question Answering.	CoRR	2022	DBLP DOI BibTeX RDF
12	Andrew K. Tan, Max Tegmark, Isaac L. Chuang	Pareto-optimal clustering with the primal deterministic information bottleneck.	CoRR	2022	DBLP DOI BibTeX RDF
12	Enzo Tartaglione	Information Removal at the bottleneck in Deep Neural Networks.	CoRR	2022	DBLP DOI BibTeX RDF
12	Yoshihide Sawada, Keigo Nakamura	Concept Bottleneck Model with Additional Unsupervised Concepts.	CoRR	2022	DBLP BibTeX RDF
12	Michael Dikshtein, Nir Weinberger, Shlomo Shamai	The Compound Information Bottleneck Outlook.	CoRR	2022	DBLP DOI BibTeX RDF
12	Sara Papi, Alina Karakanta, Matteo Negri, Marco Turchi	Dodging the Data Bottleneck: Automatic Subtitling with Automatically Segmented ST Corpora.	CoRR	2022	DBLP DOI BibTeX RDF
12	Yufeng Shi, Shuhuang Chen, Xinge You, Qinmu Peng, Weihua Ou, Yue Zhao	Deep Supervised Information Bottleneck Hashing for Cross-modal Retrieval based Computer-aided Diagnosis.	CoRR	2022	DBLP DOI BibTeX RDF
12	Lunan Sun, Caili Guo, Yang Yang 0057	Adaptive Information Bottleneck Guided Joint Source-Channel Coding.	CoRR	2022	DBLP DOI BibTeX RDF
12	Aniket Didolkar, Kshitij Gupta, Anirudh Goyal, Alex Lamb, Nan Rosemary Ke, Yoshua Bengio	Temporal Latent Bottleneck: Synthesis of Fast and Slow Processing Mechanisms in Sequence Learning.	CoRR	2022	DBLP DOI BibTeX RDF
12	Ukyo Honda, Taro Watanabe, Yuji Matsumoto 0001	Switching to Discriminative Image Captioning by Relieving a Bottleneck of Reinforcement Learning.	CoRR	2022	DBLP DOI BibTeX RDF
12	Omid Rohanian, Hannah Jauncey, Mohammadmahdi Nouriborji, Bronner P. Gonçalves, Christiana Kartsonaki, Laura Merson, David A. Clifton	Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints.	CoRR	2022	DBLP DOI BibTeX RDF
12	Hao Xu 0003, Kai-Kit Wong, Giuseppe Caire, Shlomo Shamai	Distributed Information Bottleneck for a Primitive Gaussian Diamond Channel with Rayleigh Fading.	CoRR	2022	DBLP DOI BibTeX RDF
12	César Jesús-Valls, Thorsten Lux, Federico Sánchez	Data-driven detector signal characterization with constrained bottleneck autoencoders.	CoRR	2022	DBLP DOI BibTeX RDF
12	Yuchen Shen, Zhihao Song, Liyong Fu, Xuesong Jiang, Qiaolin Ye	Learning to Reduce Information Bottleneck for Object Detection in Aerial Images.	CoRR	2022	DBLP DOI BibTeX RDF
12	Riashat Islam, Hongyu Zang, Manan Tomar, Aniket Didolkar, Md Mofijul Islam, Samin Yeasar Arnob, Tariq Iqbal, Xin Li 0033, Anirudh Goyal, Nicolas Heess, Alex Lamb	Representation Learning in Deep RL via Discrete Information Bottleneck.	CoRR	2022	DBLP DOI BibTeX RDF
12	Kieran A. Murphy, Dani S. Bassett	Characterizing information loss in a chaotic double pendulum with the Information Bottleneck.	CoRR	2022	DBLP DOI BibTeX RDF
12	Kieran A. Murphy, Dani S. Bassett	The Distributed Information Bottleneck reveals the explanatory structure of complex systems.	CoRR	2022	DBLP DOI BibTeX RDF
12	Elad Michael, Tony A. Wood, Chris Manzie, Iman Shames	Sensitivity analysis for bottleneck assignment problems.	Eur. J. Oper. Res.	2022	DBLP DOI BibTeX RDF
12	Weijun Xie 0001, Jie Zhang, Shabbir Ahmed 0001	Distributionally robust bottleneck combinatorial problems: uncertainty quantification and robust decision making.	Math. Program.	2022	DBLP DOI BibTeX RDF
12	Hüseyin Aydin, Erkin Çilden, Faruk Polat	Using chains of bottleneck transitions to decompose and solve reinforcement learning tasks with hidden states.	Future Gener. Comput. Syst.	2022	DBLP DOI BibTeX RDF
12	Katsuhiro Nakai, Yen-Wei Chen 0001, Xian-Hua Han	Enhanced deep bottleneck transformer model for skin lesion classification.	Biomed. Signal Process. Control.	2022	DBLP DOI BibTeX RDF
12	Xianchao Zhu, Tianyi Huang, Ruiyuan Zhang, William Zhu 0001	WDIBS: Wasserstein deterministic information bottleneck for state abstraction to balance state-compression and performance.	Appl. Intell.	2022	DBLP DOI BibTeX RDF
12	Madhurananda Pahar, Marisa Klopper, Robin Warren 0001, Thomas Niesler	COVID-19 detection in cough, breath and speech using deep transfer learning and bottleneck features.	Comput. Biol. Medicine	2022	DBLP DOI BibTeX RDF
12	Zhong Zhang 0004, Nian Shao, Chongming Gao, Rui Miao, Qinli Yang, Junming Shao	Mixhead: Breaking the low-rank bottleneck in multi-head attention language models.	Knowl. Based Syst.	2022	DBLP DOI BibTeX RDF
12	Ekta Jain, Kalpana Dahiya, Anuj Sharma, Vanita Verma	Task preference-based bottleneck assignment problem.	Comput. Appl. Math.	2022	DBLP DOI BibTeX RDF
12	T. Ahila, A. C. Subhajini	E-GCS: Detection of COVID-19 through classification by attention bottleneck residual network.	Eng. Appl. Artif. Intell.	2022	DBLP DOI BibTeX RDF
12	Michael Dikshtein, Or Ordentlich, Shlomo Shamai (Shitz)	The Double-Sided Information Bottleneck Function.	Entropy	2022	DBLP DOI BibTeX RDF
12	Albert E. Parker, Alexander G. Dimitrov	Symmetry-Breaking Bifurcations of the Information Bottleneck and Related Problems.	Entropy	2022	DBLP DOI BibTeX RDF