Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Neural Information Processing Systems Foundation, Inc. (NeurIPS)

FALCON: An ML Framework for Fully Automated Layout-Constrained Analog Circuit Design

Asal Mehradfar, Xuzhe Zhao, Yilun Huang, Emir Ceyani, Yankai Yang, Shihao han, Hamidreza Aghasi, Salman Avestimehr p60631-60664 from Advances in Neural Information Processing Systems 38

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FALCON: Fine-grained Activation Manipulation by Contrastive Orthogonal Unalignment for Large Language Model

Jinwei Hu, Zhenglin Huang, Xiangyu Yin, Wenjie Ruan, Guangliang Cheng, Yi Dong, Xiaowei Huang p113280-113302 from Advances in Neural Information Processing Systems 38

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Falconn++: A Locality-Sensitive Filtering Approach for Approximate Nearest Neighbor Search

Ninh Pham, Tao Liu p31186-31198 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

FALQON: Accelerating LoRA Fine-tuning with Low-Bit Floating-Point Arithmetic

Kanghyun Choi, Hyeyoon Lee, Sunjong Park, Dain Kwon, Jinho Lee p136663-136688 from Advances in Neural Information Processing Systems 38

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

False Discovery Proportion control for aggregated Knockoffs

Alexandre Blain, Bertrand Thirion, Olivier Grisel, Pierre Neuvial p78193-78204 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Falsification Before Extrapolation in Causal Effect Estimation

Zeshan M Hussain, Michael Oberst, Ming-Chieh Shih, David Sontag p6161-6174 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

FAME: Adaptive Functional Attention with Expert Routing for Function-on-Function Regression

Yifei Gao, Yong Chen, Chen Zhang p68447-68476 from Advances in Neural Information Processing Systems 38

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

FAMO: Fast Adaptive Multitask Optimization

Bo Liu, Yihao Feng, Peter Stone, Qiang Liu p57226-57243 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

FAN: Fourier Analysis Networks

Yihong Dong, Ge Li, Yongding Tao, Xue Jiang, Kechi Zhang, Jia Li, Jinliang Deng, Jing Su, Jun Zhang, Jingjing Xu p73845-73874 from Advances in Neural Information Processing Systems 38

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FANS: A Flatness-Aware Network Structure for Generalization in Offline Reinforcement Learning

Da Wang, Yi Ma, Ting Guo, Hongyao Tang, Wei Wei, Jiye Liang p165536-165559 from Advances in Neural Information Processing Systems 38

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Fantastic Bugs and Where to Find Them in AI Benchmarks

Sang Truong, Yuheng Tu, Michael Hardy, Anka Reuel-Lamparth, Zeyu Tang, Jirayu Burapacheep, Jonathan Perera, Chibuike Uwakwe, Benjamin Domingue, Nick Haber, Sanmi Koyejo p70330-70360 from Advances in Neural Information Processing Systems 38

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Fantastic Features and Where to Find Them: A Probing Method to combine Features from Multiple Foundation Models

Benjamin Ramtoula, Pierre-Yves Lajoie, Paul Newman, Daniele De Martini p99925-99954 from Advances in Neural Information Processing Systems 38

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Fantastic Robustness Measures: The Secrets of Robust Generalization

Hoki Kim, Jinseong Park, Yujin Choi, Jaewook Lee p48793-48818 from Advances in Neural Information Processing Systems 36

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Fantastic Weights and How to Find Them: Where to Prune in Dynamic Sparse Training

Aleksandra Nowak, Bram Grooten, Decebal Constantin Mocanu, Jacek Tabor p55160-55192 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

FAPEX: Fractional Amplitude-Phase Expressor for Robust Cross-Subject Seizure Prediction

Ruizhe Zheng, Lingyan Mao, DINGDING HAN, Tian Luo, Yi Wang, Jing Ding, Yuguo Yu p140110-140130 from Advances in Neural Information Processing Systems 38

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Far from the Shallow: Brain-Predictive Reasoning Embedding through Residual Disentanglement

Linyang He, Tianjun Zhong, Richard Antonello, Gavin Mischler, Micah Goldblum, Nima Mesgarani p79057-79079 from Advances in Neural Information Processing Systems 38

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FashionR2R: Texture-preserving Rendered-to-Real Image Translation with Diffusion Models

Rui Hu, Qian He, Gaofeng He, Jiedong Zhuang, Huang Chen, Huafeng Liu, Huamin Wang p35110-35139 from Advances in Neural Information Processing Systems 37

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FasMe: Fast and Sample-efficient Meta Estimator for Precision Matrix Learning in Small Sample Settings

Xiao Tan, Yiqin Wang, Yangyang Shen, Dian Shen, Meng Wang, Peibo Duan, Beilun Wang p15575-15611 from Advances in Neural Information Processing Systems 37

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Fast Algorithms for Packing Proportional Fairness and Its Dual

Francisco Criado, David Martinez-Rubio, Sebastian Pokutta p25754-25766 from Advances in Neural Information Processing Systems 35

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Fast and Fluent Diffusion Language Models via Convolutional Decoding and Rejective Fine-tuning

Yeongbin Seo, Dongha Lee, Jaehyung Kim, Jinyoung Yeo p123445-123480 from Advances in Neural Information Processing Systems 38

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Fast and Memory-Efficient Video Diffusion Using Streamlined Inference

Zheng Zhan, Yushu Wu, Yifan Gong, Zichong Meng, Zhenglun Kong, Changdi Yang, Geng Yuan, Pu Zhao, Wei Niu, Yanzhi Wang p13660-13684 from Advances in Neural Information Processing Systems 37

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Fast and Regret Optimal Best Arm Identification: Fundamental Limits and Low-Complexity Algorithms

Qining Zhang, Lei Ying p16729-16769 from Advances in Neural Information Processing Systems 36

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Fast and Simple Spectral Clustering in Theory and Practice

Peter Macgregor p34410-34425 from Advances in Neural Information Processing Systems 36

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Fast Approximation of Similarity Graphs with Kernel Density Estimation

Peter Macgregor, He Sun p67603-67624 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

FALCON: An ML Framework for Fully Automated Layout-Constrained Analog Circuit Design

FALCON: Fine-grained Activation Manipulation by Contrastive Orthogonal Unalignment for Large Language Model

Falconn++: A Locality-Sensitive Filtering Approach for Approximate Nearest Neighbor Search

FALQON: Accelerating LoRA Fine-tuning with Low-Bit Floating-Point Arithmetic

False Discovery Proportion control for aggregated Knockoffs

Falsification Before Extrapolation in Causal Effect Estimation

FAME: Adaptive Functional Attention with Expert Routing for Function-on-Function Regression

FAMO: Fast Adaptive Multitask Optimization

FAN: Fourier Analysis Networks

FANS: A Flatness-Aware Network Structure for Generalization in Offline Reinforcement Learning

Fantastic Bugs and Where to Find Them in AI Benchmarks

Fantastic Features and Where to Find Them: A Probing Method to combine Features from Multiple Foundation Models

Fantastic Robustness Measures: The Secrets of Robust Generalization

Fantastic Weights and How to Find Them: Where to Prune in Dynamic Sparse Training

FAPEX: Fractional Amplitude-Phase Expressor for Robust Cross-Subject Seizure Prediction

Far from the Shallow: Brain-Predictive Reasoning Embedding through Residual Disentanglement

FashionR2R: Texture-preserving Rendered-to-Real Image Translation with Diffusion Models

FasMe: Fast and Sample-efficient Meta Estimator for Precision Matrix Learning in Small Sample Settings

Fast Algorithms for Packing Proportional Fairness and Its Dual

Fast and Fluent Diffusion Language Models via Convolutional Decoding and Rejective Fine-tuning

Fast and Memory-Efficient Video Diffusion Using Streamlined Inference

Fast and Regret Optimal Best Arm Identification: Fundamental Limits and Low-Complexity Algorithms

Fast and Simple Spectral Clustering in Theory and Practice

Fast Approximation of Similarity Graphs with Kernel Density Estimation

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