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Workshop
Pseudo-Calibration: Improving Predictive Uncertainty Estimation in Domain Adaptation
Dapeng Hu · Jian Liang · Xinchao Wang · Chuan Sheng Foo
Poster
Tue 15:15 Generalized Logit Adjustment: Calibrating Fine-tuned Models by Removing Label Bias in Foundation Models
Beier Zhu · Kaihua Tang · QIANRU SUN · Hanwang Zhang
Workshop
Cells2Vec: Bridging the gap between experiments and simulations using causal representation learning
Dhruva Rajwade · Atiyeh Ahmadi · Brian Ingalls
Poster
Tue 15:15 Django: Detecting Trojans in Object Detection Models via Gaussian Focus Calibration
Guangyu Shen · Siyuan Cheng · Guanhong Tao · Kaiyuan Zhang · Yingqi Liu · Shengwei An · Shiqing Ma · Shiqing Ma · Xiangyu Zhang
Poster
Thu 15:00 Distribution-Free Model-Agnostic Regression Calibration via Nonparametric Methods
Shang Liu · Zhongze Cai · Xiaocheng Li
Workshop
Machine Learning Assisted Bayesian Calibration of Model Physics Parameters for Wetland Methane Emissions: A Case Study at a FLUXNET-CH4 Site
Sandeep Chinta · Xiang Gao · Qing Zhu
Poster
Wed 15:00 On Calibrating Diffusion Probabilistic Models
Tianyu Pang · Cheng Lu · Chao Du · Min Lin · Shuicheng Yan · Zhijie Deng
Poster
Thu 15:00 Calibrating Neural Simulation-Based Inference with Differentiable Coverage Probability
Maciej Falkiewicz · Naoya Takeishi · Imahn Shekhzadeh · Antoine Wehenkel · Arnaud Delaunoy · Gilles Louppe · Alexandros Kalousis
Workshop
Towards Calibrated Robust Fine-Tuning of Vision-Language Models
Changdae Oh · Mijoo Kim · Hyesu Lim · Junhyeok Park · Euiseog Jeong · Zhi-Qi Cheng · Kyungwoo Song