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55 Results
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Poster
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Thu 14:00 |
Estimating and Explaining Model Performance When Both Covariates and Labels Shift Lingjiao Chen · Matei Zaharia · James Zou |
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Poster
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Thu 9:00 |
AD-DROP: Attribution-Driven Dropout for Robust Language Model Fine-Tuning Tao Yang · JInghao Deng · Xiaojun Quan · Qifan Wang · Shaoliang Nie |
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Poster
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InterpretDL: Explaining Deep Models in PaddlePaddle Xuhong Li · Haoyi Xiong · Xingjian Li · Xuanyu Wu · Zeyu Chen · Dejing Dou |
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Poster
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Optimal Positive Generation via Latent Transformation for Contrastive Learning Yinqi Li · Hong Chang · Bingpeng MA · Shiguang Shan · Xilin Chen |
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Poster
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Wed 14:00 |
Decision Trees with Short Explainable Rules Victor Feitosa Souza · Ferdinando Cicalese · Eduardo Laber · Marco Molinaro |
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Workshop
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Fri 10:20 |
The Perceptual Primacy of Feeling: Affectless machine vision models explain the majority of variance in visually evoked affect and aesthetics Colin Conwell |
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Poster
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Enhanced Latent Space Blind Model for Real Image Denoising via Alternative Optimization Chao Ren · Yizhong Pan · Jie Huang |
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Workshop
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Evaluating vaccine allocation strategies using simulation-assisted causal modelling Armin Kekić · Jonas Dehning · Luigi Gresele · Julius von Kügelgen · Viola Priesemann · Bernhard Schölkopf |
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Poster
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Wed 14:00 |
Deep Bidirectional Language-Knowledge Graph Pretraining Michihiro Yasunaga · Antoine Bosselut · Hongyu Ren · Xikun Zhang · Christopher D Manning · Percy Liang · Jure Leskovec |
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Poster
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Wed 9:00 |
Implications of Model Indeterminacy for Explanations of Automated Decisions Marc-Etienne Brunet · Ashton Anderson · Richard Zemel |
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Poster
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Tue 14:00 |
Harmonizing the object recognition strategies of deep neural networks with humans Thomas FEL · Ivan F Rodriguez Rodriguez · Drew Linsley · Thomas Serre |
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Poster
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Wed 9:00 |
Self-Similarity Priors: Neural Collages as Differentiable Fractal Representations Michael Poli · Winnie Xu · Stefano Massaroli · Chenlin Meng · Kuno Kim · Stefano Ermon |