Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Lorentz-Equivariant Geometric Algebra Transformers for High-Energy Physics

Jonas Spinner, Victor Bresó, Pim De Haan, Tilman Plehn, Jesse Thaler, Johann Brehmer p22178-22205 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Loss Decoupling for Task-Agnostic Continual Learning

Yan-Shuo Liang, Wu-Jun Li p11151-11167 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Loss Dynamics of Temporal Difference Reinforcement Learning

Blake Bordelon, Paul Masset, Henry Kuo, Cengiz Pehlevan p14469-14496 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Loss Landscape Characterization of Neural Networks without Over-Parametrization

Rustem Islamov, Niccoló Ajroldi, Antonio Orvieto, Aurelien Lucchi p46680-46727 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing

Yonggan Fu, Yang Zhang, Kaizhi Qian, Zhifan Ye, Zhongzhi Yu, Cheng-I Jeff Lai, Celine Lin p20902-20920 from Advances in Neural Information Processing Systems 35

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Lossy Image Compression with Conditional Diffusion Models

Ruihan Yang, Stephan Mandt p64971-64995 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Lost in Latent Space: Examining Failures of Disentangled Models at Combinatorial Generalisation

Milton Montero, Jeffrey Bowers, Rui Ponte Costa, Casimir Ludwig, Gaurav Malhotra p10136-10149 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

LOT: Layer-Wise Orthogonal Training on Improving L2 Certified Robustness

Xiaojun Xu, Linyi Li, Bo Li p18904-18915 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

LoTLIP: Improving Language-Image Pre-training for Long Text Understanding

Wei Wu, Kecheng Zheng, Shuailei Ma, Fan Lu, Yuxin Guo, Yifei Zhang, Wei Chen, Qingpei Guo, Yujun Shen, Zheng-Jun Zha p64996-65019 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Lottery Tickets on a Data Diet: Finding Initializations with Sparse Trainable Networks

Mansheej Paul, Brett Larsen, Surya Ganguli, Jonathan Frankle, Gintare Karolina Dziugaite p18916-18928 from Advances in Neural Information Processing Systems 35

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LOVA3: Learning to Visual Question Answering, Asking and Assessment

Henry Hengyuan Zhao, Pan Zhou, Difei Gao, Zechen Bai, Mike Zheng Shou p115146-115175 from Advances in Neural Information Processing Systems 37

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Lovász Principle for Unsupervised Graph Representation Learning

Ziheng Sun, Chris Ding, Jicong Fan p58290-58311 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

LOVM: Language-Only Vision Model Selection

Orr Zohar, Shih-Cheng Huang, Kuan-Chieh Wang, Serena Yeung p33120-33132 from Advances in Neural Information Processing Systems 36

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Low Degree Hardness for Broadcasting on Trees

Han Huang, Elchanan Mossel p32137-32218 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Low Precision Local Training is Enough for Federated Learning

Zhiwei Li, Yiqiu Li, Binbin Lin, Zhongming Jin, Weizhong Zhang p90160-90197 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Low Tensor Rank Learning of Neural Dynamics

Arthur Pellegrino, N Alex Cayco Gajic, Angus Chadwick p11674-11702 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Low-Rank Lottery Tickets: Finding Efficient Low-Rank Neural Networks Via Matrix Differential Equations

Steffen Schotthöfer, Emanuele Zangrando, Jonas Kusch, Gianluca Ceruti, Francesco Tudisco p20051-20063 from Advances in Neural Information Processing Systems 35

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Low-Rank Modular Reinforcement Learning Via Muscle Synergy

Heng Dong, Tonghan Wang, Jiayuan Liu, Chongjie Zhang p19861-19873 from Advances in Neural Information Processing Systems 35

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Low-Rank Optimal Transport through Factor Relaxation with Latent Coupling

Peter Halmos, Xinhao Liu, Julian Gold, Benjamin Raphael p114374-114433 from Advances in Neural Information Processing Systems 37

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Low-Rank Optimal Transport: Approximation, Statistics and Debiasing

Meyer Scetbon, Marco Cuturi p6802-6814 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Low-shot Object Learning with Mutual Exclusivity Bias

Anh Thai, Ahmad Humayun, Stefan Stojanov, Zixuan Huang, Bikram Boote, James Rehg p70208-70228 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Lower Bounds and Nearly Optimal Algorithms in Distributed Learning with Communication Compression

Xinmeng Huang, Yiming Chen, Wotao Yin, Kun Yuan p18955-18969 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Lower Bounds and Optimal Algorithms for Non-Smooth Convex Decentralized Optimization over Time-Varying Networks

Dmitry Kovalev, Ekaterina Borodich, Alexander Gasnikov, Dmitrii Feoktistov p96566-96606 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Lower Bounds of Uniform Stability in Gradient-Based Bilevel Algorithms for Hyperparameter Optimization

Rongzhen Wang, Chenyu Zheng, Guoqiang Wu, Xu Min, Xiaolu Zhang, Jun Zhou, Chongxuan Li p15202-15245 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Lorentz-Equivariant Geometric Algebra Transformers for High-Energy Physics

Loss Decoupling for Task-Agnostic Continual Learning

Loss Dynamics of Temporal Difference Reinforcement Learning

Loss Landscape Characterization of Neural Networks without Over-Parametrization

Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing

Lossy Image Compression with Conditional Diffusion Models

Lost in Latent Space: Examining Failures of Disentangled Models at Combinatorial Generalisation

LOT: Layer-Wise Orthogonal Training on Improving L2 Certified Robustness

LoTLIP: Improving Language-Image Pre-training for Long Text Understanding

Lottery Tickets on a Data Diet: Finding Initializations with Sparse Trainable Networks

LOVA3: Learning to Visual Question Answering, Asking and Assessment

Lovász Principle for Unsupervised Graph Representation Learning

LOVM: Language-Only Vision Model Selection

Low Degree Hardness for Broadcasting on Trees

Low Precision Local Training is Enough for Federated Learning

Low Tensor Rank Learning of Neural Dynamics

Low-Rank Lottery Tickets: Finding Efficient Low-Rank Neural Networks Via Matrix Differential Equations

Low-Rank Modular Reinforcement Learning Via Muscle Synergy

Low-Rank Optimal Transport through Factor Relaxation with Latent Coupling

Low-Rank Optimal Transport: Approximation, Statistics and Debiasing

Low-shot Object Learning with Mutual Exclusivity Bias

Lower Bounds and Nearly Optimal Algorithms in Distributed Learning with Communication Compression

Lower Bounds and Optimal Algorithms for Non-Smooth Convex Decentralized Optimization over Time-Varying Networks

Lower Bounds of Uniform Stability in Gradient-Based Bilevel Algorithms for Hyperparameter Optimization

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