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Spotlight
Thu Jul 21 11:30 PM -- 11:35 PM (KST) @ Hall F
Structure Preserving Neural Networks: A Case Study in the Entropy Closure of the Boltzmann Equation
In APP: Physics/Computer Vision
Steffen Schotthöfer · Tianbai Xiao · Martin Frank · Cory Hauck
Spotlight
Thu Jul 21 11:35 PM -- 11:40 PM (KST) @ Hall F
Composing Partial Differential Equations with Physics-Aware Neural Networks
In APP: Physics/Computer Vision
Matthias Karlbauer · Timothy Praditia · Sebastian Otte · Sergey Oladyshkin · Wolfgang Nowak · Martin V Butz
Spotlight
Thu Jul 21 11:40 PM -- 11:45 PM (KST) @ Hall F
Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval
In APP: Physics/Computer Vision
Uri Alon · Frank Xu · Junxian He · Sudipta Sengupta · Dan Roth · Graham Neubig
Spotlight
Thu Jul 21 11:45 PM -- 11:50 PM (KST) @ Hall F
Towards Coherent and Consistent Use of Entities in Narrative Generation
In APP: Physics/Computer Vision
Pinelopi Papalampidi · Kris Cao · Tomas Kocisky
Spotlight
Thu Jul 21 11:50 PM -- 11:55 PM (KST) @ Hall F
Pure Noise to the Rescue of Insufficient Data: Improving Imbalanced Classification by Training on Random Noise Images
In APP: Physics/Computer Vision
Shiran Zada · Itay Benou · Michal Irani
Spotlight
Thu Jul 21 11:55 PM -- 12:00 AM (KST) @ Hall F
Optimally Controllable Perceptual Lossy Compression
In APP: Physics/Computer Vision
Zeyu Yan · Fei Wen · Peilin Liu
Spotlight
Fri Jul 22 12:00 AM -- 12:05 AM (KST) @ Hall F
Learning to Solve PDE-constrained Inverse Problems with Graph Networks
In APP: Physics/Computer Vision
QINGQING ZHAO · David B. Lindell · Gordon Wetzstein
Oral
Fri Jul 22 12:05 AM -- 12:25 AM (KST) @ Hall F
ModLaNets: Learning Generalisable Dynamics via Modularity and Physical Inductive Bias
In APP: Physics/Computer Vision
Yupu Lu · Shijie Lin · Guanqi Chen · Jia Pan
Spotlight
Fri Jul 22 12:25 AM -- 12:30 AM (KST) @ Hall F
Learning to Estimate and Refine Fluid Motion with Physical Dynamics
In APP: Physics/Computer Vision
Mingrui Zhang · Jianhong Wang · James Tlhomole · Matthew Piggott
Spotlight
Fri Jul 22 12:30 AM -- 12:35 AM (KST) @ Hall F
Tractable Dendritic RNNs for Reconstructing Nonlinear Dynamical Systems
In APP: Physics/Computer Vision
Manuel Brenner · Florian Hess · Jonas M Mikhaeil · Leonard Bereska · Zahra Monfared · Po-Chen Kuo · Daniel Durstewitz
Spotlight
Fri Jul 22 12:35 AM -- 12:40 AM (KST) @ Hall F
An Intriguing Property of Geophysics Inversion
In APP: Physics/Computer Vision
Yinan Feng · Yinpeng Chen · Shihang Feng · Peng Jin · Zicheng Liu · Youzuo Lin
Spotlight
Fri Jul 22 12:40 AM -- 12:45 AM (KST) @ Hall F
Particle Transformer for Jet Tagging
In APP: Physics/Computer Vision
Huilin Qu · Congqiao Li · Sitian Qian
Spotlight
Fri Jul 22 12:45 AM -- 12:50 AM (KST) @ Hall F
BabelTower: Learning to Auto-parallelized Program Translation
In APP: Physics/Computer Vision
Yuanbo Wen · Qi Guo · Qiang Fu · XiaQing Li · jianxing xu · Yanlin Tang · Yongwei Zhao · Xing Hu · Zidong Du · Ling Li · Chao Wang · Xuehai Zhou · Yunji Chen
Spotlight
Fri Jul 22 12:50 AM -- 12:55 AM (KST) @ Hall F
ContentVec: An Improved Self-Supervised Speech Representation by Disentangling Speakers
In APP: Physics/Computer Vision
Kaizhi Qian · Yang Zhang · Heting Gao · Junrui Ni · Cheng-I Lai · David Cox · Mark Hasegawa-Johnson · Shiyu Chang
Spotlight
Fri Jul 22 12:55 AM -- 01:00 AM (KST) @ Hall F
On Distribution Shift in Learning-based Bug Detectors
In APP: Physics/Computer Vision
Jingxuan He · Luca Beurer-Kellner · Martin Vechev