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Workshop
Overcoming Limitations of Steering Vectors with Low-Rank Representation Steering
Dmitrii Krasheninnikov · David Krueger
Poster
Neural Characteristic Activation Analysis and Geometric Parameterization for ReLU Networks
Wenlin Chen · Hong Ge
Workshop
Active Learning for Energy-Based Antibody Optimization and Enhanced Screening
Kairi Furui · Masahito Ohue
Workshop
Why learn if you can infer? Robot arm control with Hierarchical Active Inference
Corrado Pezzato · Christopher L Buckley · Tim Verbelen
Poster
Improving Viewpoint-Independent Object-Centric Representations through Active Viewpoint Selection
Yinxuan Huang · Chengmin Gao · Bin Li · Xiangyang Xue
Workshop
Active Learning for Affinity Prediction of Antibodies
Alexandra Gessner · Sebastian Ober · Owen Vickery · Dino Oglic · Talip Ucar
Poster
Fri 11:00 Sample Complexity Reduction via Policy Difference Estimation in Tabular Reinforcement Learning
Adhyyan Narang · Andrew Wagenmaker · Lillian Ratliff · Kevin Jamieson
Poster
Wed 11:00 Active Learning with LLMs for Partially Observed and Cost-Aware Scenarios
Nicolás Astorga · Tennison Liu · Nabeel Seedat · Mihaela van der Schaar
Poster
Wed 11:00 Addressing Bias in Online Selection with Limited Budget of Comparisons
Ziyad Benomar · Evgenii Chzhen · Nicolas Schreuder · Vianney Perchet
Workshop
Probabilistic Active Few-Shot Learning in Vision-Language Models
Anton Baumann · Marcus Klasson · Rui Li · Arno Solin · Martin Trapp
Poster
Thu 11:00 Enhancing Multiple Dimensions of Trustworthiness in LLMs via Sparse Activation Control
Yuxin Xiao · Wan Chaoqun · Yonggang Zhang · Wenxiao Wang · Binbin Lin · Xiaofei He · Xu Shen · Jieping Ye
Poster
Fri 11:00 Active Set Ordering
Quoc Phong Nguyen · Sunil Gupta · Svetha Venkatesh · Bryan Kian Hsiang Low · Patrick Jaillet