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Spotlight
Thu Jul 21 10:30 AM -- 10:35 AM (PDT) @ Hall G
A Context-Integrated Transformer-Based Neural Network for Auction Design
In Applications
Zhijian Duan · Jingwu Tang · Yutong Yin · Zhe Feng · Xiang Yan · Manzil Zaheer · Xiaotie Deng
Spotlight
Thu Jul 21 10:35 AM -- 10:40 AM (PDT) @ Hall G
Domain Adaptation for Time Series Forecasting via Attention Sharing
In Applications
Xiaoyong Jin · Youngsuk Park · Danielle Robinson · Hao Wang · Yuyang Wang
Spotlight
Thu Jul 21 10:40 AM -- 10:45 AM (PDT) @ Hall G
Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations
In Applications
Nabeel Seedat · Fergus Imrie · Alexis Bellot · Zhaozhi Qian · Mihaela van der Schaar
Spotlight
Thu Jul 21 10:45 AM -- 10:50 AM (PDT) @ Hall G
Disentangling Disease-related Representation from Obscure for Disease Prediction
In Applications
Chu-ran Wang · Fei Gao · Fandong Zhang · Fangwei Zhong · Yizhou Yu · Yizhou Wang
Spotlight
Thu Jul 21 10:50 AM -- 10:55 AM (PDT) @ Hall G
Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization
In Applications
Brandon Trabucco · Xinyang Geng · Aviral Kumar · Sergey Levine
Spotlight
Thu Jul 21 10:55 AM -- 11:00 AM (PDT) @ Hall G
Blocks Assemble! Learning to Assemble with Large-Scale Structured Reinforcement Learning
In Applications
Seyed Kamyar Seyed Ghasemipour · Satoshi Kataoka · Byron David · Daniel Freeman · Shixiang Gu · Igor Mordatch
Spotlight
Thu Jul 21 11:00 AM -- 11:05 AM (PDT) @ Hall G
Learning of Cluster-based Feature Importance for Electronic Health Record Time-series
In Applications
Henrique Aguiar · Mauro Santos · Peter Watkinson · Tingting Zhu
Oral
Thu Jul 21 11:05 AM -- 11:25 AM (PDT) @ Hall G None
Do Differentiable Simulators Give Better Policy Gradients?
In Applications
Hyung Ju Suh · Max Simchowitz · Kaiqing Zhang · Russ Tedrake
Spotlight
Thu Jul 21 11:25 AM -- 11:30 AM (PDT) @ Hall G
Adaptive Conformal Predictions for Time Series
In Applications
Margaux Zaffran · Olivier FERON · Yannig Goude · julie Josse · Aymeric Dieuleveut
Spotlight
Thu Jul 21 11:30 AM -- 11:35 AM (PDT) @ Hall G
Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents
In Applications
Wenlong Huang · Pieter Abbeel · Deepak Pathak · Igor Mordatch
Spotlight
Thu Jul 21 11:35 AM -- 11:40 AM (PDT) @ Hall G
Rethinking Graph Neural Networks for Anomaly Detection
In Applications
Jianheng Tang · Jiajin Li · Ziqi Gao · Jia Li
Spotlight
Thu Jul 21 11:40 AM -- 11:45 AM (PDT) @ Hall G
Fast Aquatic Swimmer Optimization with Differentiable Projective Dynamics and Neural Network Hydrodynamic Models
In Applications
Elvis Nava · John Zhang · Mike Yan Michelis · Tao Du · Pingchuan Ma · Benjamin F. Grewe · Wojciech Matusik · Robert Katzschmann
Spotlight
Thu Jul 21 11:45 AM -- 11:50 AM (PDT) @ Hall G
Proving Theorems using Incremental Learning and Hindsight Experience Replay
In Applications
Eser Aygün · Ankit Anand · Laurent Orseau · Xavier Glorot · Stephen McAleer · Vlad Firoiu · Lei Zhang · Doina Precup · Shibl Mourad
Spotlight
Thu Jul 21 11:50 AM -- 11:55 AM (PDT) @ Hall G
Discovering Generalizable Spatial Goal Representations via Graph-based Active Reward Learning
In Applications
Aviv Netanyahu · Tianmin Shu · Josh Tenenbaum · Pulkit Agrawal
Spotlight
Thu Jul 21 11:55 AM -- 12:00 PM (PDT) @ Hall G
Neural Inverse Kinematic
In Applications
Raphael Bensadoun · Shir Gur · Nitsan Blau · Lior Wolf