Paper

  • Benchmarking LLMs via Uncertainty Quantification

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Benchmarking LLMs via Uncertainty Quantification

    Fanghua Ye, Mingming Yang, Jianhui Pang, Longyue Wang, Derek Wong, Emine Yilmaz, Shuming Shi, Zhaopeng Tu p15356-15385 from Advances in Neural Information Processing Systems 37
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  • BENCHMARKING OF A FINITE ELEMENT MODELLING METHODOLOGY FOR TIMBER CONNECTIONS

    World Conference on Timber Engineering 2025

    BENCHMARKING OF A FINITE ELEMENT MODELLING METHODOLOGY FOR TIMBER CONNECTIONS

    Juan S. Zambrano-Jaramillo, Erica C. Fischer, Konstantinos Daniel Tsavdaridis p390-399 from 14th World Conference on Timber Engineering 2025 (WCTE 2025)
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  • Benchmarking of State-Of-The-Art Machine Learning Methods for Highly Accurate Thermal Load Forecasting in District Heating Networks

    ECOS 2023

    Benchmarking of State-Of-The-Art Machine Learning Methods for Highly Accurate Thermal Load Forecasting in District Heating Networks

    Christian Pressa, Leiprecht Stefan, Behrens Fabian, Jetzinger Verena, Popma Hendric, Finkenrath Matthias p3154-3162 from 36th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS 2023)
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  • Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex.

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex.

    Spandan Madan, Will Xiao, Mingran Cao, Hanspeter Pfister, Margaret Livingstone, Gabriel Kreiman p89249-89277 from Advances in Neural Information Processing Systems 37
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  • Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime

    Haoyu Geng, Hang Ruan, Runzhong Wang, Yang Li, Yang Wang, Lei Chen, Junchi Yan p65944-65971 from Advances in Neural Information Processing Systems 37
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  • Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models

    Shuo Chen, Jindong Gu, Zhen Han, Yunpu Ma, Philip Torr, Volker Tresp p51758-51777 from Advances in Neural Information Processing Systems 36
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  • Benchmarking Robustness to Adversarial Image Obfuscations

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Benchmarking Robustness to Adversarial Image Obfuscations

    Florian Stimberg, Ayan Chakrabarti, Chun-Ta Lu, Hussein Hazimeh, Otilia Stretcu, Wei Qiao, Yintao Liu, Merve Kaya, Cyrus Rashtchian, Ariel Fuxman, Mehmet Tek, Sven Gowal p42830-42865 from Advances in Neural Information Processing Systems 36
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  • Benchmarking Structural Inference Methods for Interacting Dynamical Systems with Synthetic Data

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Benchmarking Structural Inference Methods for Interacting Dynamical Systems with Synthetic Data

    Aoran Wang, Tsz Pan Tong, Andrzej Mizera, Jun Pang p135129-135185 from Advances in Neural Information Processing Systems 37
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  • Benchmarking the Attribution Quality of Vision Models

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Benchmarking the Attribution Quality of Vision Models

    Robin Hesse, Simone Schaub-Meyer, Stefan Roth p97928-97947 from Advances in Neural Information Processing Systems 37
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  • Benchmarking Uncertainty Disentanglement: Specialized Uncertainties for Specialized Tasks

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Benchmarking Uncertainty Disentanglement: Specialized Uncertainties for Specialized Tasks

    Bálint Mucsányi, Michael Kirchhof, Seong Joon Oh p50972-51038 from Advances in Neural Information Processing Systems 37
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  • Benchopt: Reproducible, Efficient and Collaborative Optimization Benchmarks

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Benchopt: Reproducible, Efficient and Collaborative Optimization Benchmarks

    Thomas Moreau, Mathurin Massias, Alexandre Gramfort, Pierre Ablin, Pierre-Antoine Bannier, Benjamin Charlier, Mathieu Dagréou, Tom Dupre La Tour, Ghislain Durif, Cassio F. Dantas, Quentin Klopfenstein, Johan Larsson, En Lai, et al. p25404-25421 from Advances in Neural Information Processing Systems 35
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  • BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays

    Yang Zhou, Tan Faith, Yanyu Xu, Sicong Leng, Xinxing Xu, Yong Liu, Rick Goh p6625-6647 from Advances in Neural Information Processing Systems 37
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