Green AI

22 July 2019

Papers citing "Green AI"

50 / 180 papers shown

Title
Who's Thinking? A Push for Human-Centered Evaluation of LLMs using the XAI Playbook Teresa Datta John P. Dickerson 36 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 35 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 46 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 55 1 0 17 Feb 2023
Counting Carbon: A Survey of Factors Influencing the Emissions of Machine Learning A. Luccioni Alex Hernandez-Garcia 34 45 0 16 Feb 2023
Unsupervised classification to improve the quality of a bird song recording dataset Félix Michaud J. Sueur Maxime LE Cesne S. Haupert 27 28 0 15 Feb 2023
The Framework Tax: Disparities Between Inference Efficiency in NLP Research and Deployment Jared Fernandez Jacob Kahn Clara Na Yonatan Bisk Emma Strubell FedML 38 10 0 13 Feb 2023
Lightweight Transformers for Clinical Natural Language Processing Omid Rohanian Mohammadmahdi Nouriborji Hannah Jauncey Samaneh Kouchaki Isaric Clinical Characterisation Group Lei A. Clifton L. Merson David Clifton MedIm LM&MA 29 12 0 09 Feb 2023
IoT Botnet Detection Using an Economic Deep Learning Model Nelly Elsayed Zag ElSayed Magdy A. Bayoumi 16 3 0 03 Feb 2023
A Survey on Efficient Training of Transformers Bohan Zhuang Jing Liu Zizheng Pan Haoyu He Yuetian Weng Chunhua Shen 31 47 0 02 Feb 2023
Teaching MLOps in Higher Education through Project-Based Learning F. Lanubile Silverio Martínez-Fernández L. Quaranta 15 7 0 02 Feb 2023
Energy Efficiency of Training Neural Network Architectures: An Empirical Study Yi Xu Silverio Martínez-Fernández Matias Martinez Xavier Franch 28 13 0 02 Feb 2023
Which Model Shall I Choose? Cost/Quality Trade-offs for Text Classification Tasks Shi Zong Joshua Seltzer Jia Pan Pan Kathy Cheng Jimmy J. Lin 27 4 0 17 Jan 2023
Toward Building General Foundation Models for Language, Vision, and Vision-Language Understanding Tasks Xinsong Zhang Yan Zeng Jipeng Zhang Hang Li VLM AI4CE LRM 27 17 0 12 Jan 2023
Accordion: A Communication-Aware Machine Learning Framework for Next Generation Networks Fadhel Ayed Antonio De Domenico A. García‐Rodríguez David López-Pérez 19 4 0 12 Jan 2023
Tsetlin Machine Embedding: Representing Words Using Logical Expressions Bimal Bhattarai Ole-Christoffer Granmo Lei Jiao Rohan Kumar Yadav Jivitesh Sharma NAI 14 12 0 02 Jan 2023
Weakly supervised training of universal visual concepts for multi-domain semantic segmentation Petra Bevandić Marin Orsic Ivan Grubišić Josip Saric Sinisa Segvic 36 5 0 20 Dec 2022
Towards a more efficient computation of individual attribute and policy contribution for post-hoc explanation of cooperative multi-agent systems using Myerson values Giorgio Angelotti Natalia Díaz Rodríguez 17 7 0 06 Dec 2022
A Weakly-Supervised Streaming Multilingual Speech Model with Truly Zero-Shot Capability Jian Xue Peidong Wang Jinyu Li Eric Sun 32 10 0 04 Nov 2022
Partitioned Gradient Matching-based Data Subset Selection for Compute-Efficient Robust ASR Training Ashish R. Mittal D. Sivasubramanian Rishabh K. Iyer Preethi Jyothi Ganesh Ramakrishnan 24 3 0 30 Oct 2022
COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning Yue Yu Chenyan Xiong Si Sun Chao Zhang Arnold Overwijk VLM OOD 52 22 0 27 Oct 2022
Explainable bilevel optimization: an application to the Helsinki deblur challenge S. Bonettini Giorgia Franchini Danilo Pezzi M. Prato 19 10 0 18 Oct 2022
Spontaneous Emerging Preference in Two-tower Language Model Zhengqi He Taro Toyoizumi LRM 21 1 0 13 Oct 2022
Resource-aware Deep Learning for Wireless Fingerprinting Localization Gregor Cerar Blaž Bertalanič Carolina Fortuna HAI 21 2 0 12 Oct 2022
AutoML for Climate Change: A Call to Action Renbo Tu Nicholas Roberts Vishak Prasad Sibasis Nayak P. Jain Frederic Sala Ganesh Ramakrishnan Ameet Talwalkar Willie Neiswanger Colin White 33 6 0 07 Oct 2022
Social and environmental impact of recent developments in machine learning on biology and chemistry research Daniel Probst 30 1 0 01 Oct 2022
TVLT: Textless Vision-Language Transformer Zineng Tang Jaemin Cho Yixin Nie Joey Tianyi Zhou VLM 54 28 0 28 Sep 2022
Environmental and Social Sustainability of Creative-Ai A. Holzapfel Petra Jääskeläinen Anna-Kaisa Kaila 21 5 0 26 Sep 2022
Scheduling Algorithms for Federated Learning with Minimal Energy Consumption L. Pilla 26 15 0 13 Sep 2022
Learning sparse auto-encoders for green AI image coding Cyprien Gille F. Guyard Marc Antonini Michel Barlaud 16 3 0 09 Sep 2022
Efficient Methods for Natural Language Processing: A Survey Marcos Vinícius Treviso Ji-Ung Lee Tianchu Ji Betty van Aken Qingqing Cao ... Emma Strubell Niranjan Balasubramanian Leon Derczynski Iryna Gurevych Roy Schwartz 33 109 0 31 Aug 2022
What Do NLP Researchers Believe? Results of the NLP Community Metasurvey Julian Michael Ari Holtzman Alicia Parrish Aaron Mueller Alex Jinpeng Wang ... Divyam Madaan Nikita Nangia Richard Yuanzhe Pang Jason Phang Sam Bowman 30 37 0 26 Aug 2022
Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey Dalin Zhang Kaixuan Chen Yan Zhao B. Yang Li-Ping Yao Christian S. Jensen 48 3 0 22 Aug 2022
A Comprehensive Survey of Natural Language Generation Advances from the Perspective of Digital Deception Keenan I. Jones Enes ALTUNCU V. N. Franqueira Yi-Chia Wang Shujun Li DeLMO 42 3 0 11 Aug 2022
A Primer on Topological Data Analysis to Support Image Analysis Tasks in Environmental Science Lander Ver Hoef Henry Adams E. King I. Ebert‐Uphoff 42 17 0 21 Jul 2022
Green, Quantized Federated Learning over Wireless Networks: An Energy-Efficient Design Minsu Kim Walid Saad Mohammad Mozaffari Merouane Debbah FedML MQ 28 28 0 19 Jul 2022
Facilitated machine learning for image-based fruit quality assessment Manuel Knott Fernando Perez-Cruz T. Defraeye 24 47 0 10 Jul 2022
Guiding the retraining of convolutional neural networks against adversarial inputs Francisco Durán Silverio Martínez-Fernández Michael Felderer Xavier Franch AAML 43 1 0 08 Jul 2022
Arithmetic Circuits, Structured Matrices and (not so) Deep Learning Atri Rudra 21 1 0 24 Jun 2022
Never trust, always verify : a roadmap for Trustworthy AI? L. Tidjon Foutse Khomh 41 15 0 23 Jun 2022
Efficient Adaptive Ensembling for Image Classification A. Bruno Davide Moroni M. Martinelli 34 18 0 15 Jun 2022
Green Hierarchical Vision Transformer for Masked Image Modeling Lang Huang Shan You Mingkai Zheng Fei Wang Chao Qian T. Yamasaki 35 68 0 26 May 2022
Twist Decoding: Diverse Generators Guide Each Other Jungo Kasai Keisuke Sakaguchi Ronan Le Bras Hao Peng Ximing Lu Dragomir R. Radev Yejin Choi Noah A. Smith SyDa 27 4 0 19 May 2022
Fair and Green Hyperparameter Optimization via Multi-objective and Multiple Information Source Bayesian Optimization Antonio Candelieri Andrea Ponti Francesco Archetti 33 16 0 18 May 2022
Towards Climate Awareness in NLP Research Daniel Hershcovich Nicolas Webersinke Mathias Kraus J. Bingler Markus Leippold 35 32 0 10 May 2022
On the Limitations of Dataset Balancing: The Lost Battle Against Spurious Correlations Roy Schwartz Gabriel Stanovsky 37 26 0 27 Apr 2022
Landing AI on Networks: An equipment vendor viewpoint on Autonomous Driving Networks Dario Rossi Liang Zhang 36 13 0 26 Apr 2022
Characterizing the Efficiency vs. Accuracy Trade-off for Long-Context NLP Models Phyllis Ang Bhuwan Dhingra Lisa Wu Wills 33 6 0 15 Apr 2022
GPT-NeoX-20B: An Open-Source Autoregressive Language Model Sid Black Stella Biderman Eric Hallahan Quentin G. Anthony Leo Gao ... Shivanshu Purohit Laria Reynolds J. Tow Benqi Wang Samuel Weinbach 102 803 0 14 Apr 2022