Suchergebnisse - Akoglu, Leman

Toward Privileged Foundation Models:LUPI for Accelerated and Improved Learning von Ding, Xueying, Akoglu, Leman

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Self-Tuning Self-Supervised Image Anomaly Detection von Yoo, Jaemin, Zhao, Lingxiao, Akoglu, Leman

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Fast Unsupervised Deep Outlier Model Selection with Hypernetworks von Ding, Xueying, Zhao, Yue, Akoglu, Leman

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Pard: Permutation-Invariant Autoregressive Diffusion for Graph Generation von Zhao, Lingxiao, Ding, Xueying, Akoglu, Leman

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Outlier Detection Bias Busted: Understanding Sources of Algorithmic Bias through Data-centric Factors von Ding, Xueying, Xi, Rui, Akoglu, Leman

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FoMo-0D: A Foundation Model for Zero-shot Tabular Outlier Detection von Shen, Yuchen, Wen, Haomin, Akoglu, Leman

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CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection von Wen, Haomin, Cao, Shurui, Akoglu, Leman

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VIP-COP: Context Optimization for Tabular Foundation Models von Chen, Yilong, Ding, Xueying, Akoglu, Leman

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Descriptive Kernel Convolution Network with Improved Random Walk Kernel von Lee, Meng-Chieh, Zhao, Lingxiao, Akoglu, Leman

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Unified Discrete Diffusion for Categorical Data von Zhao, Lingxiao, Ding, Xueying, Yu, Lijun, Akoglu, Leman

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From Zero to Hero: Advancing Zero-Shot Foundation Models for Tabular Outlier Detection von Ding, Xueying, Wen, Haomin, Klüttermann, Simon, Akoglu, Leman

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On the Detection of Reviewer-Author Collusion Rings From Paper Bidding von Jecmen, Steven, Shah, Nihar B., Fang, Fei, Akoglu, Leman

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Structured Prompt Optimization Meets Reinforcement Learning for Global and Local Interpretability over Complex Text von Zhou, Tianyang, Chen, Wenbo, Liang, Pierre Jinghong, Akoglu, Leman

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MacrOData: New Benchmarks of Thousands of Datasets for Tabular Outlier Detection von Ding, Xueying, Klüttermann, Simon, Wen, Haomin, Chen, Yilong, Akoglu, Leman

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Rethinking Evaluation for LLM Hallucination Detection: A Desiderata, A New RAG-based Benchmark, New Insights von Chen, Wenbo, Padmanabhan, Veena, Giyahchi, Tootiya, Wong, Elaine, Akoglu, Leman

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Activation Steering for Synthetic Data Generation: The Role of Diversity in Downstream Safety Detection von Deshpande, Vijeta, Giyahchi, Tootiya, Padmanabhan, Veena, Akoglu, Leman, Rumshisky, Anna

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Uncertainty-aware Human Mobility Modeling and Anomaly Detection von Wen, Haomin, Cao, Shurui, Rasheed, Zeeshan, Shafique, Khurram Hassan, Akoglu, Leman

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End-To-End Self-Tuning Self-Supervised Time Series Anomaly Detection von Deforce, Boje, Lee, Meng-Chieh, Baesens, Bart, Asensio, Estefanía Serral, Yoo, Jaemin, Akoglu, Leman

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Hierarchical Token Prepending: Enhancing Information Flow in Decoder-based LLM Embeddings von Ding, Xueying, Huang, Xingyue, Ju, Mingxuan, Collins, Liam, Liu, Yozen, Akoglu, Leman, Shah, Neil, Zhao, Tong

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Long-Horizon Plan Execution in Large Tool Spaces through Entropy-Guided Branching von Wei, Rongzhe, Shi, Ge, Cheng, Min, Zhang, Na, Li, Pan, Ghosh, Sarthak, Gorde, Vaibhav, Akoglu, Leman

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