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37 Results
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Workshop
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PyEPO: A PyTorch-based End-to-End Predict-then-Optimize Library with Linear Objective Function Bo Tang · Elias Khalil |
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Poster
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Thu 14:00 |
CascadeXML: Rethinking Transformers for End-to-end Multi-resolution Training in Extreme Multi-label Classification Siddhant Kharbanda · Atmadeep Banerjee · Erik Schultheis · Rohit Babbar |
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Workshop
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SEM2: Enhance Sample Efficiency and Robustness of End-to-end Urban Autonomous Driving via Semantic Masked World Model Zeyu Gao · Yao Mu · Ruoyan Shen · Chen Chen · Yangang Ren · Jianyu Chen · Shengbo Li · Ping Luo · Yanfeng Lu |
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Workshop
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Deep End-to-end Causal Inference Tomas Geffner · Javier Antorán · Adam Foster · Wenbo Gong · Chao Ma · Emre Kiciman · Amit Sharma · Angus Lamb · Martin Kukla · Nick Pawlowski · Miltiadis Allamanis · Cheng Zhang |
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Poster
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Tue 14:00 |
End-to-end Stochastic Optimization with Energy-based Model Lingkai Kong · Jiaming Cui · Yuchen Zhuang · Rui Feng · B. Aditya Prakash · Chao Zhang |
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Poster
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Tue 14:00 |
Trajectory-guided Control Prediction for End-to-end Autonomous Driving: A Simple yet Strong Baseline Penghao Wu · Xiaosong Jia · Li Chen · Junchi Yan · Hongyang Li · Yu Qiao |
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Poster
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Tue 9:00 |
Open-Ended Reinforcement Learning with Neural Reward Functions Robert Meier · Asier Mujika |
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Workshop
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End-user-centered Interactive Explanatory Relational Learning with Inductive Logic Programming Oliver Deane |
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Poster
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Thu 14:00 |
Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network? Yibo Yang · Shixiang Chen · Xiangtai Li · Liang Xie · Zhouchen Lin · Dacheng Tao |
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Workshop
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MAESTRO: Open-Ended Environment Design for Multi-Agent Reinforcement Learning Mikayel Samvelyan · Akbir Khan · Michael Dennis · Minqi Jiang · Jack Parker-Holder · Jakob Foerster · Roberta Raileanu · Tim Rocktäschel |
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Poster
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Thu 14:00 |
A Contrastive Framework for Neural Text Generation Yixuan Su · Tian Lan · Yan Wang · Dani Yogatama · Lingpeng Kong · Nigel Collier |
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Workshop
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Sat 9:15 |
At the Intersection of Conceptual Art and Deep Learning: The End of Signature Kathleen Lewis · Divya Shanmugam · Jose Javier Gonzalez Ortiz · Agnieszka Kurant · John Guttag |