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48 Results
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Poster
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Fri 1:45 |
Bounds on Representation-Induced Confounding Bias for Treatment Effect Estimation Valentyn Melnychuk · Dennis Frauen · Stefan Feuerriegel |
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Poster
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Wed 1:45 |
Abstractors and relational cross-attention: An inductive bias for explicit relational reasoning in Transformers Awni Altabaa · Taylor Webb · Jonathan Cohen · John Lafferty |
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Poster
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Tue 7:30 |
Label-Focused Inductive Bias over Latent Object Features in Visual Classification Ilmin Kang · HyounYoung Bae · Kangil Kim |
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Poster
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Thu 7:30 |
Sudden Drops in the Loss: Syntax Acquisition, Phase Transitions, and Simplicity Bias in MLMs Angelica Chen · Ravid Shwartz-Ziv · Kyunghyun Cho · Matthew Leavitt · Naomi Saphra |
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Poster
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Thu 1:45 |
Distributionally Robust Optimization with Bias and Variance Reduction Ronak Mehta · Vincent Roulet · Krishna Pillutla · Zaid Harchaoui |
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Poster
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Thu 1:45 |
The Devil is in the Neurons: Interpreting and Mitigating Social Biases in Language Models Yan Liu · Yu Liu · Xiaokang Chen · Pin-Yu Chen · Daoguang Zan · Min-Yen Kan · Tsung-Yi Ho |
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Poster
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Tue 7:30 |
SEGNO: Generalizing Equivariant Graph Neural Networks with Physical Inductive Biases Yang Liu · Jiashun Cheng · Haihong Zhao · Tingyang Xu · Peilin Zhao · Fugee Tsung · Jia Li · Yu Rong |
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Poster
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Tue 7:30 |
Alleviating Exposure Bias in Diffusion Models through Sampling with Shifted Time Steps Mingxiao Li · Tingyu Qu · Ruicong Yao · Wei Sun · Marie-Francine Moens |
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Poster
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Thu 1:45 |
Are Models Biased on Text without Gender-related Language? Catarina Belém · Preethi Seshadri · Yasaman Razeghi · Sameer Singh |
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Poster
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Tue 1:45 |
CLIP the Bias: How Useful is Balancing Data in Multimodal Learning? Ibrahim Alabdulmohsin · Xiao Wang · Andreas Steiner · Priya Goyal · Alexander D'Amour · Xiaohua Zhai |
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Workshop
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Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-Language Representation Learning Simon Schrodi · David Hoffmann · Max Argus · Volker Fischer · Thomas Brox |
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Poster
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Fri 1:45 |
Dichotomy of Early and Late Phase Implicit Biases Can Provably Induce Grokking Kaifeng Lyu · Jikai Jin · Zhiyuan Li · Simon Du · Jason Lee · Wei Hu |