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Workshop
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Common Functional Decompositions Can Mis-attribute Differences in Outcomes Between Populations
Manuel Quintero · William Stephenson · Advik Shreekumar · Tamara Broderick
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Poster
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Thu 16:30
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DomainGallery: Few-shot Domain-driven Image Generation by Attribute-centric Finetuning
Yuxuan Duan · Yan Hong · Bo Zhang · jun lan · Huijia Zhu · Weiqiang Wang · Jianfu Zhang · Li Niu · Liqing Zhang
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Workshop
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Does Machine Bring in Extra Bias in Learning? Approximating Discrimination Within Models Quickly
Yijun Bian · Yujie Luo · Ping Xu
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Workshop
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Sat 13:00
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Panel: On Linear Representations and Pretraining Data Frequency in Language Models When Attention Sink Emerges in Language Models: An Empirical View Common Functional Decompositions Can Mis-attribute Differences in Outcomes Between Populations U-shape
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Poster
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Wed 11:00
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DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs
Jiasheng Zhang · Jialin Chen · Menglin Yang · Aosong Feng · Shuang Liang · Jie Shao · Rex Ying
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Poster
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Thu 11:00
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MO-DDN: A Coarse-to-Fine Attribute-based Exploration Agent for Multi-Object Demand-driven Navigation
Hongcheng Wang · Peiqi Liu · Wenzhe Cai · Mingdong Wu · Zhengyu Qian · Hao Dong
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Poster
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Thu 11:00
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A Synthetic Dataset for Personal Attribute Inference
Hanna Yukhymenko · Robin Staab · Mark Vero · Martin Vechev
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Poster
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Thu 11:00
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FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models
Tong Wu · Yinghao Xu · Ryan Po · Mengchen Zhang · Guandao Yang · Jiaqi Wang · Ziwei Liu · Dahua Lin · Gordon Wetzstein
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Poster
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Efficient Sketches for Training Data Attribution and Studying the Loss Landscape
Andrea Schioppa
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Poster
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Fri 11:00
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Data-faithful Feature Attribution: Mitigating Unobservable Confounders via Instrumental Variables
Qiheng Sun · Haocheng Xia · Jinfei Liu
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Poster
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Wed 16:30
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Data Attribution for Text-to-Image Models by Unlearning Synthesized Images
Sheng-Yu Wang · Aaron Hertzmann · Alexei Efros · Jun-Yan Zhu · Richard Zhang
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Poster
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Thu 16:30
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Towards Neuron Attributions in Multi-Modal Large Language Models
Junfeng Fang · Zac Bi · Ruipeng Wang · Houcheng Jiang · Yuan Gao · Kun Wang · An Zhang · Jie Shi · Xiang Wang · Tat-Seng Chua
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