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41 Results
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Poster
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Wed 16:30 |
Noisy Ostracods: A Fine-Grained, Imbalanced Real-World Dataset for Benchmarking Robust Machine Learning and Label Correction Methods Jiamian Hu · Hong Yuanyuan · Yihua Chen · He Wang · Moriaki Yasuhara |
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Workshop
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Sparse patches adversarial attacks via extrapolating point-wise information Yaniv Nemcovsky · Avi Mendelson · Chaim Baskin |
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Poster
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Thu 16:30 |
TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases Thibault Simonetto · Salah GHAMIZI · Maxime Cordy |
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Poster
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Wed 11:00 |
FairJob: A Real-World Dataset for Fairness in Online Systems Mariia Vladimirova · Federico Pavone · Eustache Diemert |
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Expo Talk Panel
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Wed 16:30 |
MegaBeam-Mistral-7B: Advancing Long-Context Processing for Real-World AI Applications Chen Wu · Yin Song · Eden Duthie |
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Poster
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Wed 11:00 |
WildPPG: A Real-World PPG Dataset of Long Continuous Recordings Manuel Meier · Berken Utku Demirel · Christian Holz |
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Poster
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Thu 16:30 |
A Retrospective on the Robot Air Hockey Challenge: Benchmarking Robust, Reliable, and Safe Learning Techniques for Real-world Robotics Puze Liu · Jonas Günster · Niklas Funk · Simon Gröger · Dong Chen · Haitham Bou Ammar · Julius Jankowski · Ante Marić · Sylvain Calinon · Andrej Orsula · Miguel Olivares · Hongyi Zhou · Rudolf Lioutikov · Gerhard Neumann · Amarildo Likmeta · Amirhossein Zhalehmehrabi · Thomas Bonenfant · Marcello Restelli · Davide Tateo · Ziyuan Liu · Jan Peters |
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Workshop
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RH20T-P: A Primitive-Level Robotic Manipulation Dataset Towards Composable Generalization Agents in Real-world Scenarios Zeren Chen · Zhelun Shi · Xiaoya Lu · Lehan He · Sucheng Qian · Zhenfei (Jeremy) Yin · Wanli Ouyang · Jing Shao · Yu Qiao · Cewu Lu · Lu Sheng |
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Poster
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Wed 11:00 |
SHDocs: A dataset, benchmark, and method to efficiently generate high-quality, real-world specular highlight data with near-perfect alignment Jovin Leong · Koa Di · Benjamin Cham · Shaun Heng |
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Workshop
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Fixrleak: GenAI-based Resource Leak Fix for Real-World Java Programs Zhizhou Zhang · Akshay Utture · Manu Sridharan · Jens Palsberg |
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Poster
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Wed 11:00 |
DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios Junchao Wu · Runzhe Zhan · Derek Wong · Shu Yang · Xinyi Yang · Yulin Yuan · Lidia Chao |
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Poster
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UDA: A Benchmark Suite for Retrieval Augmented Generation in Real-World Document Analysis Yulong Hui · YAO LU · Huanchen Zhang |