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Visualizing and Understanding Recurrent Networks

5 June 2015

Li Fei-Fei

Papers citing "Visualizing and Understanding Recurrent Networks"

50 / 464 papers shown

Title
Language Model Behavioral Phases are Consistent Across Architecture, Training Data, and Scale J. Michaelov Roger P. Levy Benjamin Bergen AI4TS 96 0 0 28 Oct 2025
CURA: Size Isnt All You Need - A Compact Universal Architecture for On-Device Intelligence Jae-Bum Seo Muhammad Salman Lismer Andres Caceres-Najarro 64 0 0 29 Sep 2025
Proactive Statistical Process Control Using AI: A Time Series Forecasting Approach for Semiconductor Manufacturing Mohammad Iqbal Rasul Seeam Victor S. Sheng AI4TS 48 0 0 19 Sep 2025
Superposition in Graph Neural Networks Lukas Pertl Han Xuanyuan Pietro Lio GNN 89 0 0 31 Aug 2025
Yet Unnoticed in LSTM: Binary Tree Based Input Reordering, Weight Regularization, and Gate Nonlinearization Mojtaba Moattari 67 0 0 27 Aug 2025
Towards Explainable Deep Clustering for Time Series Data Udo Schlegel Gabriel Marques Tavares Thomas Seidl AI4TS OOD 208 0 0 28 Jul 2025
Decomposing MLP Activations into Interpretable Features via Semi-Nonnegative Matrix Factorization Or Shafran Atticus Geiger Mor Geva MILM 313 1 0 12 Jun 2025
DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition Marius Bock Michael Moeller Kristof Van Laerhoven HAI BDL 66 0 0 27 May 2025
FastCAV: Efficient Computation of Concept Activation Vectors for Explaining Deep Neural Networks Laines Schmalwasser Niklas Penzel Joachim Denzler Julia Niebling 135 2 0 23 May 2025
A Model Zoo of Vision Transformers Damian Falk Léo Meynent Florence Pfammatter Konstantin Schurholt Damian Borth 440 2 0 14 Apr 2025
In Shift and In Variance: Assessing the Robustness of HAR Deep Learning Models against VariabilityItalian National Conference on Sensors (INS), 2025 Azhar Ali Khaked Nobuyuki Oishi Daniel Roggen Paula Lago 159 1 0 14 Mar 2025
Discovering Influential Neuron Path in Vision TransformersInternational Conference on Learning Representations (ICLR), 2025 Yifan Wang Yifei Liu Yingdong Shi Chong Li Anqi Pang Sibei Yang Jingyi Yu Kan Ren ViT 533 3 0 12 Mar 2025
Superscopes: Amplifying Internal Feature Representations for Language Model Interpretation Jonathan Jacobi Gal Niv LRM ReLM 362 1 0 03 Mar 2025
An End-to-End Homomorphically Encrypted Neural Network Marcos Florencio Luiz Alencar Bianca Lima SyDa 222 0 0 22 Feb 2025
Can Input Attributions Explain Inductive Reasoning in In-Context Learning?Annual Meeting of the Association for Computational Linguistics (ACL), 2024 Mengyu Ye Tatsuki Kuribayashi Goro Kobayashi Jun Suzuki LRM 351 0 0 20 Dec 2024
A Review of Multimodal Explainable Artificial Intelligence: Past, Present and Future Shilin Sun Wenbin An Feng Tian Fang Nan Qidong Liu Jing Liu N. Shah Ping Chen 300 19 0 18 Dec 2024
Analyzing Deep Transformer Models for Time Series Forecasting via Manifold Learning Ilya Kaufman Omri Azencot AI4TS 173 4 0 17 Oct 2024
Mechanistic?BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackBoxNLP), 2024 Naomi Saphra Sarah Wiegreffe AI4CE 197 31 0 07 Oct 2024
Investigating OCR-Sensitive Neurons to Improve Entity Recognition in Historical DocumentsInternational Conference on Asian Digital Libraries (ICADL), 2024 Emanuela Boros Maud Ehrmann 180 0 0 25 Sep 2024
G-NeLF: Memory- and Data-Efficient Hybrid Neural Light Field for Novel View Synthesis Lutao Jiang Lin Wang 167 1 0 09 Sep 2024
Compress and Compare: Interactively Evaluating Efficiency and Behavior Across ML Model Compression ExperimentsIEEE Transactions on Visualization and Computer Graphics (TVCG), 2024 Angie Boggust Venkatesh Sivaraman Yannick Assogba Donghao Ren Dominik Moritz Fred Hohman VLM 161 9 0 06 Aug 2024
Interpretation of the Intent Detection Problem as Dynamics in a Low-dimensional SpaceEuropean Conference on Artificial Intelligence (ECAI), 2024 Eduardo Sánchez-Karhunen Jose F. Quesada-Moreno Miguel A. Gutiérrez-Naranjo 87 1 0 05 Aug 2024
The Quest for the Right Mediator: Surveying Mechanistic Interpretability Through the Lens of Causal Mediation AnalysisComputational Linguistics (CL), 2024 Aaron Mueller Jannik Brinkmann Millicent Li Samuel Marks Koyena Pal ... Arnab Sen Sharma Jiuding Sun Eric Todd David Bau Yonatan Belinkov CML 438 34 0 02 Aug 2024
Automated Code-centric Software Vulnerability Assessment: How Far Are We? An Empirical Study in C/C++ Anh The Nguyen T. H. Le Muhammad Ali Babar 289 5 0 24 Jul 2024
Towards More Trustworthy and Interpretable LLMs for Code through Syntax-Grounded Explanations David Nader-Palacio Daniel Rodríguez-Cárdenas Alejandro Velasco Dipin Khati Kevin Moran Denys Poshyvanyk 227 11 0 12 Jul 2024
Confidence Regulation Neurons in Language Models Alessandro Stolfo Ben Wu Wes Gurnee Yonatan Belinkov Xingyi Song Mrinmaya Sachan Neel Nanda 194 38 0 24 Jun 2024
From Insights to Actions: The Impact of Interpretability and Analysis Research on NLPConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Marius Mosbach Vagrant Gautam Tomás Vergara-Browne Dietrich Klakow Mor Geva AI4CE 170 16 0 18 Jun 2024
Multiway Multislice PHATE: Visualizing Hidden Dynamics of RNNs through Training Jiancheng Xie Lou C. Kohler Voinov Ankur Sikarwar Zhengchao Wan Adam Charles GNN 103 0 0 04 Jun 2024
Interpretability Needs a New Paradigm Andreas Madsen Himabindu Lakkaraju Siva Reddy Sarath Chandar 173 6 0 08 May 2024
On the Road to Clarity: Exploring Explainable AI for World Models in a Driver Assistance System Mohamed Roshdi Julian Petzold Mostafa Wahby Hussein Ebrahim Mladen Berekovic Heiko Hamann 159 1 0 26 Apr 2024
A Multimodal Automated Interpretability Agent Tamar Rott Shaham Sarah Schwettmann Franklin Wang Achyuta Rajaram Evan Hernandez Jacob Andreas Antonio Torralba 413 40 0 22 Apr 2024
Deep Neural Networks via Complex Network Theory: a Perspective Emanuele La Malfa G. Malfa Giuseppe Nicosia Vito Latora GNN 160 4 0 17 Apr 2024
JailbreakLens: Visual Analysis of Jailbreak Attacks Against Large Language Models Yingchaojie Feng Zhizhang Chen Zhining Kang Sijia Wang Haoyu Tian Wei Zhang Minfeng Zhu Wei Chen 278 8 0 12 Apr 2024
Multi-Objective Evolutionary Neural Architecture Search for Recurrent Neural Networks Reinhard Booysen Anna Sergeevna Bosman 172 3 0 17 Mar 2024
Word Importance Explains How Prompts Affect Language Model Outputs Stefan Hackmann Haniyeh Mahmoudian Mark Steadman Michael Schmidt AAML 414 9 0 05 Mar 2024
Value Prediction for Spatiotemporal Gait Data Using Deep Learning Ryan Cavanagh Jelena Trajkovic Wenlu Zhang I-Hung Khoo Vennila Krishnan CVBM 149 0 0 29 Feb 2024
Acoustic characterization of speech rhythm: going beyond metrics with recurrent neural networks Franccois Deloche Laurent Bonnasse-Gahot Judit Gervain 81 0 0 22 Jan 2024
Are self-explanations from Large Language Models faithful?Annual Meeting of the Association for Computational Linguistics (ACL), 2024 Andreas Madsen Sarath Chandar Siva Reddy LRM 293 59 0 15 Jan 2024
Part-of-Speech Tagger for Bodo Language using Deep Learning approach Dhrubajyoti Pathak Sanjib Narzary Sukumar Nandi Bidisha Som 122 3 0 06 Jan 2024
MAMI: Multi-Attentional Mutual-Information for Long Sequence Neuron Captioning Alfirsa Damasyifa Fauzulhaq Wahyu Parwitayasa Joseph A. Sugihdharma M. F. Ridhani N. Yudistira 147 0 0 05 Jan 2024
Knowledge Graph Enhanced Aspect-Level Sentiment Analysis Kavita Sharma Ritu Patel Sunita Iyer 390 1 0 02 Dec 2023
Temporal Action Localization for Inertial-based Human Activity RecognitionProceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2023 Marius Bock Michael Moeller Kristof Van Laerhoven 140 4 0 27 Nov 2023
Automated Natural Language Explanation of Deep Visual Neurons with Large ModelsAAAI Conference on Artificial Intelligence (AAAI), 2023 Chenxu Zhao Wei Qian Yucheng Shi Mengdi Huai Ninghao Liu 110 5 0 16 Oct 2023
Neurons in Large Language Models: Dead, N-gram, PositionalAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Elena Voita Javier Ferrando Christoforos Nalmpantis MILM 316 70 0 09 Sep 2023
Characterizing Learning Curves During Language Model Pre-Training: Learning, Forgetting, and StabilityTransactions of the Association for Computational Linguistics (TACL), 2023 Tyler A. Chang Zhuowen Tu Benjamin Bergen 125 21 0 29 Aug 2023
Cerberus: A Deep Learning Hybrid Model for Lithium-Ion Battery Aging Estimation and Prediction Based on Relaxation Voltage Curves Yue Xiang Bo Jiang Haifeng Dai 45 1 0 15 Aug 2023
A Preliminary Study of the Intrinsic Relationship between Complexity and AlignmentInternational Conference on Language Resources and Evaluation (LREC), 2023 Ying Zhao Yu Bowen Binyuan Hui Haiyang Yu Fei Huang Yongbin Li Ningyu Zhang 191 34 0 10 Aug 2023
Evaluating and Explaining Large Language Models for Code Using Syntactic Structures David Nader-Palacio Alejandro Velasco Daniel Rodríguez-Cárdenas Kevin Moran Denys Poshyvanyk 162 9 0 07 Aug 2023
Wider and Deeper LLM Networks are Fairer LLM Evaluators Xinghua Zhang Yu Bowen Haiyang Yu Yangyu Lv Tingwen Liu Fei Huang Hongbo Xu Yongbin Li ALM 240 114 0 03 Aug 2023
Generative Models as a Complex Systems Science: How can we make sense of large language model behavior?Journal of Social Computing (JSC), 2023 Ari Holtzman Peter West Luke Zettlemoyer AI4CE 225 16 0 31 Jul 2023