Climate And Resource Awareness is Imperative to Achieving Sustainable AI (and Preventing a Global AI Arms Race)

Authors: Bakhtiarifard, Pedram, Tözün, Pınar, Igel, Christian, Selvan, Raghavendra

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2502.20016

A Discontinuous Galerkin Method for Simulating 3D Seismic Wave Propagation in Nonlinear Rock Models: Verification and Application to the 2015 Mw 7.8 Gorkha Earthquake

Authors: Niu, Zihua, Gabriel, Alice-Agnes, Wolf, Sebastian, Ulrich, Thomas, Lyakhovsky, Vladimir, Igel, Heiner

Subject Terms: Physics - Geophysics

Access URL: http://arxiv.org/abs/2502.09714

Multi-modal classification of forest biodiversity potential from 2D orthophotos and 3D airborne laser scanning point clouds

Authors: Jensen, Simon B., Oehmcke, Stefan, Møgelmose, Andreas, Madadi, Meysam, Igel, Christian, Escalera, Sergio, Moeslund, Thomas B.

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2501.01728

Artificial Intelligence in Intralogistics Potentials and Challenges

Authors: Winkler, Hannes, Igel, Greta-Sophie Fiorina, Do Carmo, Luiz Felipe R. R. Scavarda

Source: 2024 12th International Conference on Traffic and Logistic Engineering (ICTLE) Traffic and Logistic Engineering (ICTLE), 2024 12th International Conference on. :243-247 Aug, 2024

Relation: 2024 12th International Conference on Traffic and Logistic Engineering (ICTLE)

Processes contributing to cloud dissipation and formation events on the North Slope of Alaska

Authors: J. Sedlar, A. Igel, H. Telg

Source: Atmospheric Chemistry and Physics, Vol 21, Pp 4149-4167 (2021)

Subject Terms: Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://acp.copernicus.org/articles/21/4149/2021/acp-21-4149-2021.pdf; https://doaj.org/toc/1680-7316; https://doaj.org/toc/1680-7324

Access URL: https://doaj.org/article/9721410f04874f51bd6c0b8e7160ef7b

When Can Memorization Improve Fairness?

Authors: Pepin, Bob, Igel, Christian, Selvan, Raghavendra

Subject Terms: Computer Science - Machine Learning, Computer Science - Computers and Society

Access URL: http://arxiv.org/abs/2412.09254

From Coarse to Fine-Grained Open-Set Recognition

Authors: Lang, Nico, Snaebjarnarson, Vesteinn, Cole, Elijah, Aodha, Oisin Mac, Igel, Christian, Belongie, Serge

Source: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) CVPR Computer Vision and Pattern Recognition (CVPR), 2024 IEEE/CVF Conference on. :17804-17814 Jun, 2024

Relation: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Characterizing Rotational Ground Motions: Implications for Earthquake-Resistant Design of Bridge Structures

Authors: Dhabu, Anjali C., Bernauer, Felix, Liao, Chun-Man, Niederleithinger, Ernst, Igel, Heiner, Hadziioannou, Celine

Subject Terms: Physics - Geophysics

Access URL: http://arxiv.org/abs/2411.02203

EC-NAS: Energy Consumption Aware Tabular Benchmarks for Neural Architecture Search

Authors: Bakhtiarifard, Pedram, Igel, Christian, Selvan, Raghavendra

Source: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), ICASSP 2024 - 2024 IEEE International Conference on. :5660-5664 Apr, 2024

Relation: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

On Uniform, Bayesian, and PAC-Bayesian Deep Ensembles

Authors: Hauptvogel, Nick, Igel, Christian

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2406.05469

Nacala-Roof-Material: Drone Imagery for Roof Detection, Classification, and Segmentation to Support Mosquito-borne Disease Risk Assessment

Authors: Guthula, Venkanna Babu, Oehmcke, Stefan, Chilaule, Remigio, Zhang, Hui, Lang, Nico, Kariryaa, Ankit, Mottelson, Johan, Igel, Christian

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2406.04949

BMRS: Bayesian Model Reduction for Structured Pruning

Authors: Wright, Dustin, Igel, Christian, Selvan, Raghavendra

Subject Terms: Computer Science - Machine Learning, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2406.01345

MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representation Learning

Authors: Nedungadi, Vishal, Kariryaa, Ankit, Oehmcke, Stefan, Belongie, Serge, Igel, Christian, Lang, Nico

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2405.02771

Building an AI Support Tool for Real-time Ulcerative Colitis Diagnosis

Authors: Møller, Bjørn Leth, Lo, Bobby Zhao Sheng, Burisch, Johan, Bendtsen, Flemming, Vind, Ida, Ibragimov, Bulat, Igel, Christian

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing

Access URL: http://arxiv.org/abs/2404.08693

PePR: Performance Per Resource Unit as a Metric to Promote Small-Scale Deep Learning in Medical Image Analysis

Authors: Selvan, Raghavendra, Pepin, Bob, Igel, Christian, Samuel, Gabrielle, Dam, Erik B

Source: NLDL 2025: Proceedings of the 6th Northern Lights Deep Learning Conference (NLDL), PMLR 265, 2025

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2403.12562

Tree Counting by Bridging 3D Point Clouds with Imagery

Authors: Li, Lei, Zhang, Tianfang, Jiang, Zhongyu, Yang, Cheng-Yen, Hwang, Jenq-Neng, Oehmcke, Stefan, Gominski, Dimitri Pierre Johannes, Gieseke, Fabian, Igel, Christian

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2403.01932

Configuration of end user devices

LR-CSNet: Low-Rank Deep Unfolding Network for Image Compressive Sensing

Authors: Zhang, Tianfang, Li, Lei, Igel, Christian, Oehmcke, Stefan, Gieseke, Fabian, Peng, Zhenming

Source: 2022 IEEE 8th International Conference on Computer and Communications (ICCC) Computer and Communications (ICCC), 2022 IEEE 8th International Conference on. :1951-1957 Dec, 2022

Relation: 2022 IEEE 8th International Conference on Computer and Communications (ICCC)

Predicting urban tree cover from incomplete point labels and limited background information

Authors: Zhang, Hui, Kariryaa, Ankit, Guthula, Venkanna Babu, Igel, Christian, Oehmcke, Stefan

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2311.11592

Benchmarking Individual Tree Mapping with Sub-meter Imagery

Authors: Gominski, Dimitri, Kariryaa, Ankit, Brandt, Martin, Igel, Christian, Li, Sizhuo, Mugabowindekwe, Maurice, Fensholt, Rasmus

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2311.07981