Green AI

22 July 2019

Papers citing "Green AI"

50 / 167 papers shown

Title
How Do Companies Manage the Environmental Sustainability of AI? An Interview Study About Green AI Efforts and Regulations Ashmita Sampatsing Sophie Vos Emma Beauxis-Aussalet Justus Bogner 30 0 0 12 May 2025
Diffused Responsibility: Analyzing the Energy Consumption of Generative Text-to-Audio Diffusion Models Riccardo Passoni Francesca Ronchini Luca Comanducci Romain Serizel Fabio Antonacci DiffM 38 0 0 12 May 2025
Do global forecasting models require frequent retraining? Marco Zanotti 39 0 0 01 May 2025
Efficient LLMs with AMP: Attention Heads and MLP Pruning Leandro Giusti Mugnaini Bruno Yamamoto Lucas Lauton de Alcantara Victor Zacarias Edson Bollis Lucas Pellicer A. H. R. Costa Artur Jordao 47 0 0 29 Apr 2025
Preventing Rogue Agents Improves Multi-Agent Collaboration Ohav Barbi Ori Yoran Mor Geva 53 1 0 09 Feb 2025
Towards Sustainable NLP: Insights from Benchmarking Inference Energy in Large Language Models S. Poddar Paramita Koley Janardan Misra Niloy Ganguly Saptarshi Ghosh Saptarshi Ghosh 64 0 0 08 Feb 2025
Can LLMs Rank the Harmfulness of Smaller LLMs? We are Not There Yet Berk Atil Vipul Gupta Sarkar Snigdha Sarathi Das R. Passonneau 202 0 0 07 Feb 2025
Life-Cycle Emissions of AI Hardware: A Cradle-To-Grave Approach and Generational Trends Ian Schneider Hui Xu Stephan Benecke David Patterson Keguo Huang Parthasarathy Ranganathan Cooper Elsworth 70 2 0 01 Feb 2025
Green AI: Which Programming Language Consumes the Most? Niccolò Marini Leonardo Pampaloni Filippo Di Martino Roberto Verdecchia Enrico Vicario 37 0 0 28 Jan 2025
Building Symbiotic AI: Reviewing the AI Act for a Human-Centred, Principle-Based Framework Miriana Calvano Antonio Curci Giuseppe Desolda Andrea Esposito Rosa Lanzilotti Antonio Piccinno 56 1 0 14 Jan 2025
Towards Efficient and Explainable Hate Speech Detection via Model Distillation Paloma Piot Javier Parapar 83 173 0 18 Dec 2024
TinySubNets: An efficient and low capacity continual learning strategy Marcin Pietroñ Kamil Faber Dominik Zurek Roberto Corizzo 80 0 0 14 Dec 2024
Hardware Scaling Trends and Diminishing Returns in Large-Scale Distributed Training Jared Fernandez Luca Wehrstedt Leonid Shamis Mostafa Elhoushi Kalyan Saladi Yonatan Bisk Emma Strubell Jacob Kahn 221 3 0 20 Nov 2024
LMOD: A Large Multimodal Ophthalmology Dataset and Benchmark for Large Vision-Language Models Zhenyue Qin Yu Yin Dylan Campbell Xuansheng Wu Ke Zou Yih-Chung Tham Ninghao Liu Xiuzhen Zhang Qingyu Chen 44 1 0 02 Oct 2024
On Importance of Pruning and Distillation for Efficient Low Resource NLP Aishwarya Mirashi Purva Lingayat Srushti Sonavane Tejas Padhiyar Raviraj Joshi Geetanjali Kale 34 1 0 21 Sep 2024
Energy Consumption Trends in Sound Event Detection Systems Constance Douwes Romain Serizel 40 1 0 13 Sep 2024
SubRegWeigh: Effective and Efficient Annotation Weighing with Subword Regularization Kohei Tsuji Tatsuya Hiraoka Yuchang Cheng Tomoya Iwakura 45 1 0 10 Sep 2024
Justice in Healthcare Artificial Intelligence in Africa Aloysius Ochasi A. J. Mahamadou Russ B. Altman 38 0 0 15 Jun 2024
Curriculum Direct Preference Optimization for Diffusion and Consistency Models Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu N. Sebe Mubarak Shah EGVM 89 6 0 22 May 2024
Towards Green AI: Current status and future research Christian Clemm Lutz Stobbe Kishan Wimalawarne Jan Druschke 49 2 0 01 May 2024
How to Sustainably Monitor ML-Enabled Systems? Accuracy and Energy Efficiency Tradeoffs in Concept Drift Detection Rafiullah Omar Justus Bogner J. Leest Vincenzo Stoico Patricia Lago H. Muccini 17 1 0 30 Apr 2024
Worst-Case Convergence Time of ML Algorithms via Extreme Value Theory Saeid Tizpaz-Niari Sriram Sankaranarayanan 19 0 0 10 Apr 2024
Investigation of Energy-efficient AI Model Architectures and Compression Techniques for "Green" Fetal Brain Segmentation Szymon Mazurek M. Pytlarz Sylwia Malec A. Crimi 33 0 0 03 Apr 2024
Green AI: Exploring Carbon Footprints, Mitigation Strategies, and Trade Offs in Large Language Model Training Vivian Liu Yiqiao Yin 40 11 0 01 Apr 2024
Knowledge Translation: A New Pathway for Model Compression Wujie Sun Defang Chen Jiawei Chen Yan Feng Chun-Yen Chen Can Wang 25 0 0 11 Jan 2024
Graph Convolutions Enrich the Self-Attention in Transformers! Jeongwhan Choi Hyowon Wi Jayoung Kim Yehjin Shin Kookjin Lee Nathaniel Trask Noseong Park 32 4 0 07 Dec 2023
Target Variable Engineering Jessica Clark 35 0 0 13 Oct 2023
Geometry of Linear Neural Networks: Equivariance and Invariance under Permutation Groups Kathlén Kohn Anna-Laura Sattelberger V. Shahverdi 25 3 0 24 Sep 2023
Towards frugal unsupervised detection of subtle abnormalities in medical imaging Geoffroy Oudoumanessah Carole Lartizien M. Dojat Florence Forbes MedIm 25 2 0 04 Sep 2023
Sustainable transparency in Recommender Systems: Bayesian Ranking of Images for Explainability Jorge Paz-Ruza Amparo Alonso-Betanzos Berta Guijarro-Berdiñas Brais Cancela Carlos Eiras-Franco BDL 31 5 0 27 Jul 2023
Reflections from the Workshop on AI-Assisted Decision Making for Conservation Lily Xu Esther Rolf Sara Beery J. Bennett T. Berger-Wolf ... P. Moorcroft Jonathan Palmer Andrew Perrault D. Thau Milind Tambe 45 3 0 17 Jul 2023
A Comparative Study of Machine Learning Algorithms for Anomaly Detection in Industrial Environments: Performance and Environmental Impact Álvaro Huertas-García Carlos Martí-González Rubén García Maezo Alejandro Echeverría Rey 24 3 0 01 Jul 2023
Decentralized Technologies for AI Hubs R. Blythman Mohamed Arshath Sal Vivona Jakub Smékal Hithesh Shaji 14 0 0 07 Jun 2023
CFL: Causally Fair Language Models Through Token-level Attribute Controlled Generation Rahul Madhavan Rishabh Garg Kahini Wadhawan S. Mehta 29 5 0 01 Jun 2023
An Experimental Review of Speaker Diarization methods with application to Two-Speaker Conversational Telephone Speech recordings L. Serafini Samuele Cornell Giovanni Morrone Enrico Zovato A. Brutti S. Squartini 47 9 0 29 May 2023
Revisiting Token Dropping Strategy in Efficient BERT Pretraining Qihuang Zhong Liang Ding Juhua Liu Xuebo Liu Min Zhang Bo Du Dacheng Tao VLM 34 9 0 24 May 2023
Towards A Unified View of Sparse Feed-Forward Network in Pretraining Large Language Model Leo Liu Tim Dettmers Xi Lin Ves Stoyanov Xian Li MoE 26 9 0 23 May 2023
SPARSEFIT: Few-shot Prompting with Sparse Fine-tuning for Jointly Generating Predictions and Natural Language Explanations Jesus Solano Oana-Maria Camburu Pasquale Minervini 20 1 0 22 May 2023
Exploring the Carbon Footprint of Hugging Face's ML Models: A Repository Mining Study Joel Castaño Silverio Martínez-Fernández Xavier Franch Justus Bogner CVBM 21 33 0 18 May 2023
TorchBench: Benchmarking PyTorch with High API Surface Coverage Yueming Hao Xu Zhao Bin Bao David Berard William Constable Adnan Aziz Xu Liu 30 5 0 27 Apr 2023
Energy Efficiency Considerations for Popular AI Benchmarks Raphael Fischer Matthias Jakobs K. Morik 27 4 0 17 Apr 2023
A Bibliometric Review of Neuromorphic Computing and Spiking Neural Networks Nicholas J. Pritchard A. Wicenec Bennamoun Richard Dodson 13 0 0 14 Apr 2023
Should ChatGPT be Biased? Challenges and Risks of Bias in Large Language Models Emilio Ferrara SILM 36 247 0 07 Apr 2023
Philosophical Foundations of GeoAI: Exploring Sustainability, Diversity, and Bias in GeoAI and Spatial Data Science K. Janowicz AI4CE 24 13 0 27 Mar 2023
Green Federated Learning Ashkan Yousefpour Sheng Guo Ashish Shenoy Sayan Ghosh Pierre Stock Kiwan Maeng Schalk-Willem Kruger Michael G. Rabbat Carole-Jean Wu Ilya Mironov FedML AI4CE 44 10 0 26 Mar 2023
Who's Thinking? A Push for Human-Centered Evaluation of LLMs using the XAI Playbook Teresa Datta John P. Dickerson 34 10 0 10 Mar 2023
An Overview on Language Models: Recent Developments and Outlook Chengwei Wei Yun Cheng Wang Bin Wang C.-C. Jay Kuo 25 42 0 10 Mar 2023
Greener yet Powerful: Taming Large Code Generation Models with Quantization Xiaokai Wei Sujan Kumar Gonugondla W. Ahmad Shiqi Wang Baishakhi Ray ... Ben Athiwaratkun Mingyue Shang M. K. Ramanathan Parminder Bhatia Bing Xiang MQ 30 6 0 09 Mar 2023
Model-based feature selection for neural networks: A mixed-integer programming approach Shudian Zhao Calvin Tsay Jan Kronqvist 40 5 0 20 Feb 2023
Learning a Consensus Sub-Network with Polarization Regularization and One Pass Training Xiaoying Zhi Varun Babbar P. Sun Fran Silavong Ruibo Shi Sean J. Moran Sean Moran 47 1 0 17 Feb 2023