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Poster
Thu 11:00 Protecting Your LLMs with Information Bottleneck
Zichuan Liu · Zefan Wang · Linjie Xu · Jinyu Wang · Lei Song · Tianchun Wang · Chunlin Chen · Wei Cheng · Jiang Bian
Workshop
Lithium-Ion Battery System Health Monitoring and Resistance-Based Fault Analysis from Field Data Using Recursive Spatiotemporal Gaussian Processes
Joachim Schaeffer · Eric Lenz · Duncan Gulla · Martin Z, Bazant · Richard Braatz · Rolf Findeisen
Workshop
Sat 8:50 Mathematics of Modern Machine Learning (M3L)
Bingbin Liu · Kaifeng Lyu · Sadhika Malladi · Samory Kpotufe · Stefanie Jegelka · Tengyu Ma · Zhiyuan Li
Poster
Fri 11:00 Collaborative Refining for Learning from Inaccurate Labels
BIN HAN · Yi-Xuan Sun · Ya-Lin Zhang · Libang Zhang · Haoran Hu · Longfei Li · Jun Zhou · Guo Ye · HUIMEI HE
Poster
Thu 16:30 FedLPA: One-shot Federated Learning with Layer-Wise Posterior Aggregation
Xiang Liu · Liangxi Liu · Feiyang Ye · Yunheng Shen · Xia Li · Linshan Jiang · Jialin Li
Workshop
A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasks
Thomas Schmied · Thomas Adler · Vihang Patil · Maximilian Beck · Korbinian Pöppel · Johannes Brandstetter · Günter Klambauer · Razvan Pascanu · Sepp Hochreiter
Workshop
Optimizing the IFMIF-DONES Particle Accelerator with Differentiable Deep Learning Surrogate Models
Galo Gallardo · Guillermo Rodriguez Llorente · Lucas Magariños · Rodrigo Morant Navascués · Nikita Kkhvatkin Petrovsky · Roberto Gómez-Espinosa Martín
Poster
Thu 11:00 Reciprocal Learning
Julian Rodemann · Christoph Jansen · Georg Schollmeyer
Poster
Wed 16:30 LT-Defense: Searching-free Backdoor Defense via Exploiting the Long-tailed Effect
Yixiao Xu · Binxing Fang · Mohan Li · Keke Tang · Zhihong Tian
Poster
Lips Are Lying: Spotting the Temporal Inconsistency between Audio and Visual in Lip-Syncing DeepFakes
Weifeng Liu · Tianyi She · Jiawei Liu · Boheng Li · Dongyu Yao · 子游 梁 · Run Wang
Poster
Wed 11:00 Autoregressive Policy Optimization for Constrained Allocation Tasks
David Winkel · Niklas Strauß · Maximilian Bernhard · Zongyue Li · Thomas Seidl · Matthias Schubert
Poster
Wed 11:00 DiffPO: A causal diffusion model for learning distributions of potential outcomes
Yuchen Ma · Valentyn Melnychuk · Jonas Schweisthal · Stefan Feuerriegel