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752 Results
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Poster
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Thu 11:00 |
Causal Deciphering and Inpainting in Spatio-Temporal Dynamics via Diffusion Model Yifan Duan · Jian Zhao · pengcheng · Junyuan Mao · Hao Wu · Jingyu Xu · shilong wang · Caoyuan Ma · Kai Wang · Kun Wang · Xuelong Li |
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Poster
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Wed 16:30 |
CausalDiff: Causality-Inspired Disentanglement via Diffusion Model for Adversarial Defense Mingkun Zhang · Keping Bi · Wei Chen · Quanrun Chen · Jiafeng Guo · Xueqi Cheng |
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Workshop
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Spatial Shortcuts in Graph Neural Controlled Differential Equations Michael Detzel · Gabriel Nobis · Jackie Ma · Wojciech Samek |
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Workshop
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Agnostic Causality-Driven Enhancement of Chemical Foundation Models on Downstream Tasks Victor Yukio Shirasuna · Eduardo Soares · Emilio Vital Brazil · Karen Fiorella Gutierrez · Renato Cerqueira · Dmitry Zubarev · Kristin Schmidt |
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Poster
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Wed 16:30 |
FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion Zhenheng Tang · Yonggang Zhang · Peijie Dong · Yiu-ming Cheung · Amelie Zhou · Bo Han · Xiaowen Chu |
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Workshop
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On Incorporating Prior Knowledge Extracted from Pre-trained Language Models into Causal Discovery Chanhui Lee · Juhyeon Kim · YongJun Jeong · Yoonseok Yeom · Juhyun Lyu · Jung-Hee Kim · Sangmin Lee · Sangjun Han · Hyeokjun Choe · Soyeon Park · Woohyung Lim · Kyunghoon Bae · Sungbin Lim · Sanghack Lee |
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Workshop
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Interactive Semantic Interventions for VLMs: A Causality-Inspired Investigation of VLM Failures Lukas Klein · Kenza Amara · Carsten Lüth · Hendrik Strobelt · Mennatallah El-Assady · Paul Jaeger |
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Workshop
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Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data David Schnurr · Kai Helli · Noah Hollmann · Samuel Müller · Frank Hutter |