Zobrazeno 1 - 10
of 10 126
pro vyhledávání: '"GRAHAM, W."'
Autor:
Gao, Tiancheng, Taylor, Graham W.
DNA barcodes are crucial in biodiversity analysis for building automatic identification systems that recognize known species and discover unseen species. Unlike human genome modeling, barcode-based invertebrate identification poses challenges in the
Externí odkaz:
http://arxiv.org/abs/2412.11084
Autor:
Kupferschmidt, Kristina L., Requiema, James, Simpson, Mya, Varsallay, Zohrah, Jackson, Ethan, Kupferschmidt, Cody, El-Shawa, Sara, Taylor, Graham W.
In this work, we address a lack of systematic understanding of fluctuations in food affordability in Canada. Canada's Food Price Report (CPFR) is an annual publication that predicts food inflation over the next calendar year. The published prediction
Externí odkaz:
http://arxiv.org/abs/2412.06472
We present Agglomerative Token Clustering (ATC), a novel token merging method that consistently outperforms previous token merging and pruning methods across image classification, image synthesis, and object detection & segmentation tasks. ATC merges
Externí odkaz:
http://arxiv.org/abs/2409.11923
Publikováno v:
Eur. Phys. J. B, 97 6 (2024) 84
Effects of ballistic transport on the temperature profiles and thermal resistance in nanowires are studied. Computer simulations of nanowires between a heat source and a heat sink have shown that in the middle of such wires the temperature gradient i
Externí odkaz:
http://arxiv.org/abs/2406.19548
Autor:
Gupta, Akshita, Arora, Aditya, Narayan, Sanath, Khan, Salman, Khan, Fahad Shahbaz, Taylor, Graham W.
Open-Vocabulary Temporal Action Localization (OVTAL) enables a model to recognize any desired action category in videos without the need to explicitly curate training data for all categories. However, this flexibility poses significant challenges, as
Externí odkaz:
http://arxiv.org/abs/2406.15556
Autor:
Gharaee, Zahra, Lowe, Scott C., Gong, ZeMing, Arias, Pablo Millan, Pellegrino, Nicholas, Wang, Austin T., Haurum, Joakim Bruslund, Zarubiieva, Iuliia, Kari, Lila, Steinke, Dirk, Taylor, Graham W., Fieguth, Paul, Chang, Angel X.
As part of an ongoing worldwide effort to comprehend and monitor insect biodiversity, this paper presents the BIOSCAN-5M Insect dataset to the machine learning community and establish several benchmark tasks. BIOSCAN-5M is a comprehensive dataset con
Externí odkaz:
http://arxiv.org/abs/2406.12723
Autor:
Lowe, Scott C., Haurum, Joakim Bruslund, Oore, Sageev, Moeslund, Thomas B., Taylor, Graham W.
Can pretrained models generalize to new datasets without any retraining? We deploy pretrained image models on datasets they were not trained for, and investigate whether their embeddings form meaningful clusters. Our suite of benchmarking experiments
Externí odkaz:
http://arxiv.org/abs/2406.02465
Conformal prediction (CP) enables machine learning models to output prediction sets with guaranteed coverage rate, assuming exchangeable data. Unfortunately, the exchangeability assumption is frequently violated due to distribution shifts in practice
Externí odkaz:
http://arxiv.org/abs/2406.01416
Autor:
Gong, ZeMing, Wang, Austin T., Huo, Xiaoliang, Haurum, Joakim Bruslund, Lowe, Scott C., Taylor, Graham W., Chang, Angel X.
Measuring biodiversity is crucial for understanding ecosystem health. While prior works have developed machine learning models for taxonomic classification of photographic images and DNA separately, in this work, we introduce a multimodal approach co
Externí odkaz:
http://arxiv.org/abs/2405.17537
Temporal Action Localization (TAL) involves localizing and classifying action snippets in an untrimmed video. The emergence of large video foundation models has led RGB-only video backbones to outperform previous methods needing both RGB and optical
Externí odkaz:
http://arxiv.org/abs/2404.01282