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Poster
Tue 14:00 Maximum Likelihood Training of Implicit Nonlinear Diffusion Model
Dongjun Kim · Byeonghu Na · Se Jung Kwon · Dongsoo Lee · Wanmo Kang · Il-chul Moon
Poster
Tue 9:00 Understanding Cross-Domain Few-Shot Learning Based on Domain Similarity and Few-Shot Difficulty
Jaehoon Oh · Sungnyun Kim · Namgyu Ho · Jin-Hwa Kim · Hwanjun Song · Se-Young Yun
Poster
Tue 9:00 Adversarial Attack on Attackers: Post-Process to Mitigate Black-Box Score-Based Query Attacks
Sizhe Chen · Zhehao Huang · Qinghua Tao · Yingwen Wu · Cihang Xie · Xiaolin Huang
Workshop
A Pareto-optimal compositional energy-based model for sampling and optimization of protein sequences
Nataša Tagasovska · Nathan Frey · Andreas Loukas · Isidro Hotzel · Julien Lafrance-Vanasse · Ryan Kelly · Yan Wu · Arvind Rajpal · Richard Bonneau · Kyunghyun Cho · Stephen Ra · Vladimir Gligorijevic
Poster
Tue 9:00 Structured Energy Network As a Loss
Jay Yoon Lee · Dhruvesh Patel · Purujit Goyal · Wenlong Zhao · Zhiyang Xu · Andrew McCallum
Poster
Tue 9:00 Myriad: a real-world testbed to bridge trajectory optimization and deep learning
Nikolaus Howe · Simon Dufort-Labbé · Nitarshan Rajkumar · Pierre-Luc Bacon
Workshop
Skeleton Clustering: Graph-Based Approach for Dimension-Free Density-Aided Clustering
Zeyu Wei · Yen-Chi Chen
Workshop
GraphCG: Unsupervised Discovery of Steerable Factors in Graphs
Shengchao Liu · Chengpeng Wang · Weili Nie · Hanchen Wang · Jiarui Lu · Bolei Zhou · Jian Tang
Poster
Wed 14:00 ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective
Yihong Chen · Pushkar Mishra · Luca Franceschi · Pasquale Minervini · Pontus Lars Erik Saito Stenetorp · Sebastian Riedel
Workshop
Infrastructure-based End-to-End Learning and Prevention of Driver Failure
Noam Buckman · Shiva Sreeram · Mathias Lechner · Yutong Ban · Ramin Hasani · Sertac Karaman · Daniela Rus
Poster
Thu 14:00 Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off
Mateo Espinosa Zarlenga · Pietro Barbiero · Gabriele Ciravegna · Giuseppe Marra · Francesco Giannini · Michelangelo Diligenti · Zohreh Shams · Frederic Precioso · Stefano Melacci · Adrian Weller · Pietro Lió · Mateja Jamnik