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Poster
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Target-Guided Adversarial Point Cloud Transformer Towards Recognition Against Real-world Corruptions
Jie Wang · Tingfa Xu · Lihe Ding · Jianan Li
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Poster
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Wed 16:30
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Pseudo-Siamese Blind-spot Transformers for Self-Supervised Real-World Denoising
Yuhui Quan · Tianxiang Zheng · Hui Ji
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Expo Talk Panel
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Wed 16:30
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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
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FairJob: A Real-World Dataset for Fairness in Online Systems
Mariia Vladimirova · Federico Pavone · Eustache Diemert
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Poster
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Thu 11:00
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WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia
Yufang Hou · Alessandra Pascale · Javier Carnerero-Cano · Tigran Tchrakian · Radu Marinescu · Elizabeth Daly · Inkit Padhi · Prasanna Sattigeri
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Poster
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Wed 11:00
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WildPPG: A Real-World PPG Dataset of Long Continuous Recordings
Manuel Meier · Berken Utku Demirel · Christian Holz
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Workshop
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In-distribution adversarial attacks on object recognition models using gradient-free search.
Spandan Madan · Tomotake Sasaki · Tzu-Mao Li · Hanspeter Pfister · Xavier Boix
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Poster
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Wed 16:30
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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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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
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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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Poster
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Wed 11:00
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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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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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