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Spotlight
Wed Jul 20 02:30 AM -- 02:35 AM (KST) @ Ballroom 1 & 2
Online Continual Learning through Mutual Information Maximization
In DL: Algorithms
Yiduo Guo · Bing Liu · Dongyan Zhao
Spotlight
Wed Jul 20 02:35 AM -- 02:40 AM (KST) @ Ballroom 1 & 2
Learning Iterative Reasoning through Energy Minimization
In DL: Algorithms
Yilun Du · Shuang Li · Josh Tenenbaum · Igor Mordatch
Spotlight
Wed Jul 20 02:40 AM -- 02:45 AM (KST) @ Ballroom 1 & 2
DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks
In DL: Algorithms
Yonggan Fu · Haichuan Yang · Jiayi Yuan · Meng Li · Cheng Wan · Raghuraman Krishnamoorthi · Vikas Chandra · Yingyan Lin
Spotlight
Wed Jul 20 02:45 AM -- 02:50 AM (KST) @ Ballroom 1 & 2
PoF: Post-Training of Feature Extractor for Improving Generalization
In DL: Algorithms
Ikuro Sato · Yamada Ryota · Masayuki Tanaka · Nakamasa Inoue · Rei Kawakami
Spotlight
Wed Jul 20 02:50 AM -- 02:55 AM (KST) @ Ballroom 1 & 2
Improving Ensemble Distillation With Weight Averaging and Diversifying Perturbation
In DL: Algorithms
Giung Nam · Hyungi Lee · Byeongho Heo · Juho Lee
Spotlight
Wed Jul 20 02:55 AM -- 03:00 AM (KST) @ Ballroom 1 & 2
Set Based Stochastic Subsampling
In DL: Algorithms
Bruno Andreis · Seanie Lee · A. Tuan Nguyen · Juho Lee · Eunho Yang · Sung Ju Hwang
Oral
Wed Jul 20 03:00 AM -- 03:20 AM (KST) @ Ballroom 1 & 2 None
Monarch: Expressive Structured Matrices for Efficient and Accurate Training
In DL: Algorithms
Tri Dao · Beidi Chen · Nimit Sohoni · Arjun Desai · Michael Poli · Jessica Grogan · Alexander Liu · Aniruddh Rao · Atri Rudra · Christopher Re
Spotlight
Wed Jul 20 03:20 AM -- 03:25 AM (KST) @ Ballroom 1 & 2
Generalizing to New Physical Systems via Context-Informed Dynamics Model
In DL: Algorithms
Matthieu Kirchmeyer · Yuan Yin · Jérémie DONA · Nicolas Baskiotis · alain rakotomamonjy · Patrick Gallinari
Spotlight
Wed Jul 20 03:25 AM -- 03:30 AM (KST) @ Ballroom 1 & 2
Self-conditioning Pre-Trained Language Models
In DL: Algorithms
Xavier Suau · Luca Zappella · Nicholas Apostoloff
Spotlight
Wed Jul 20 03:30 AM -- 03:35 AM (KST) @ Ballroom 1 & 2
TAM: Topology-Aware Margin Loss for Class-Imbalanced Node Classification
In DL: Algorithms
Jaeyun Song · Joonhyung Park · Eunho Yang
Spotlight
Wed Jul 20 03:35 AM -- 03:40 AM (KST) @ Ballroom 1 & 2
Bitwidth Heterogeneous Federated Learning with Progressive Weight Dequantization
In DL: Algorithms
Jaehong Yoon · Geon Park · Wonyong Jeong · Sung Ju Hwang
Spotlight
Wed Jul 20 03:40 AM -- 03:45 AM (KST) @ Ballroom 1 & 2
Penalizing Gradient Norm for Efficiently Improving Generalization in Deep Learning
In DL: Algorithms
Yang Zhao · Hao Zhang · Xiuyuan Hu
Spotlight
Wed Jul 20 03:45 AM -- 03:50 AM (KST) @ Ballroom 1 & 2
Knowledge Base Question Answering by Case-based Reasoning over Subgraphs
In DL: Algorithms
Rajarshi Das · Ameya Godbole · Ankita Rajaram Naik · Elliot Tower · Manzil Zaheer · Hannaneh Hajishirzi · Robin Jia · Andrew McCallum
Spotlight
Wed Jul 20 03:50 AM -- 03:55 AM (KST) @ Ballroom 1 & 2
When AUC meets DRO: Optimizing Partial AUC for Deep Learning with Non-Convex Convergence Guarantee
In DL: Algorithms
Dixian Zhu · Gang Li · Bokun Wang · Xiaodong Wu · Tianbao Yang