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Poster
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Wed 1:45
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Quantifying the Plausibility of Context Reliance in Neural Machine Translation
Gabriele Sarti · Grzegorz Chrupała · Malvina Nissim · Arianna Bisazza
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Poster
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Thu 7:30
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Classification with Conceptual Safeguards
Hailey Joren · Charles Marx · Berk Ustun
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Poster
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Thu 1:45
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Diffusion-TS: Interpretable Diffusion for General Time Series Generation
Xinyu Yuan · Yan Qiao
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Poster
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Fri 1:45
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Predictive, scalable and interpretable knowledge tracing on structured domains
Hanqi Zhou · Robert Bamler · Charley Wu · Álvaro Tejero-Cantero
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Oral
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Fri 1:00
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Less is More: Fewer Interpretable Region via Submodular Subset Selection
Ruoyu Chen · Hua Zhang · Siyuan Liang · Jingzhi Li · Xiaochun Cao
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Oral
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Fri 1:15
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"What Data Benefits My Classifier?" Enhancing Model Performance and Interpretability through Influence-Based Data Selection
Anshuman Chhabra · Peizhao Li · Prasant Mohapatra · Hongfu Liu
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Oral
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Thu 1:00
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Interpreting CLIP's Image Representation via Text-Based Decomposition
Yossi Gandelsman · Alexei Efros · Jacob Steinhardt
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Poster
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Fri 1:45
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SOInter: A Novel Deep Energy-Based Interpretation Method for Explaining Structured Output Models
S. Fatemeh Seyyedsalehi · Mahdieh Baghshah · Hamid Rabiee
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Poster
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Fri 1:45
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INViTE: INterpret and Control Vision-Language Models with Text Explanations
Haozhe Chen · Junfeng Yang · Carl Vondrick · Chengzhi Mao
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