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Poster
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Wed 14:00 |
USB: A Unified Semi-supervised Learning Benchmark for Classification Yidong Wang · Hao Chen · Yue Fan · Wang SUN · Ran Tao · Wenxin Hou · Renjie Wang · Linyi Yang · Zhi Zhou · Lan-Zhe Guo · Heli Qi · Zhen Wu · Yu-Feng Li · Satoshi Nakamura · Wei Ye · Marios Savvides · Bhiksha Raj · Takahiro Shinozaki · Bernt Schiele · Jindong Wang · Xing Xie · Yue Zhang |
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Poster
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Wed 9:00 |
Beyond Real-world Benchmark Datasets: An Empirical Study of Node Classification with GNNs Seiji Maekawa · Koki Noda · Yuya Sasaki · makoto onizuka |
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Poster
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Thu 14:00 |
Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification Ihsan Ullah · Dustin Carrión-Ojeda · Sergio Escalera · Isabelle Guyon · Mike Huisman · Felix Mohr · Jan N. van Rijn · Haozhe Sun · Joaquin Vanschoren · Phan Anh Vu |
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Poster
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Thu 9:00 |
PeRFception: Perception using Radiance Fields Yoonwoo Jeong · Seungjoo Shin · Junha Lee · Chris Choy · Anima Anandkumar · Minsu Cho · Jaesik Park |
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Poster
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Thu 14:00 |
Hard ImageNet: Segmentations for Objects with Strong Spurious Cues Mazda Moayeri · Sahil Singla · Soheil Feizi |
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Poster
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Thu 14:00 |
Ambiguous Images With Human Judgments for Robust Visual Event Classification Kate Sanders · Reno Kriz · Anqi Liu · Benjamin Van Durme |
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Poster
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Thu 14:00 |
A Dataset for Efforts Towards Achieving the Sustainable Development Goal of Safe Working Environments Eirik Lund Flogard · Ole Jakob Mengshoel |
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Poster
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Thu 14:00 |
Is one annotation enough? - A data-centric image classification benchmark for noisy and ambiguous label estimation Lars Schmarje · Vasco Grossmann · Claudius Zelenka · Sabine Dippel · Rainer Kiko · Mariusz Oszust · Matti Pastell · Jenny Stracke · Anna Valros · Nina Volkmann · Reinhard Koch |
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Poster
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Tue 14:00 |
Ontologue: Declarative Benchmark Construction for Ontological Multi-Label Classification Sean Yang · Bernease Herman · Bill Howe |
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Poster
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Thu 14:00 |
ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models Chunyuan Li · Haotian Liu · Liunian Li · Pengchuan Zhang · Jyoti Aneja · Jianwei Yang · Ping Jin · Houdong Hu · Zicheng Liu · Yong Jae Lee · Jianfeng Gao |
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Poster
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Thu 9:00 |
Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark Jiaxi Gu · Xiaojun Meng · Guansong Lu · Lu Hou · Niu Minzhe · Xiaodan Liang · Lewei Yao · Runhui Huang · Wei Zhang · Xin Jiang · Chunjing XU · Hang Xu |
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Poster
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Tue 9:00 |
Evaluating Out-of-Distribution Performance on Document Image Classifiers Stefan Larson · Yi Yang Gordon Lim · Yutong Ai · David Kuang · Kevin Leach |