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Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels
Zhang, Zhilu, Sabuncu, Mert R
Published in Advances in neural information processing systems (01.12.2018)
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GNNExplainer: Generating Explanations for Graph Neural Networks
Ying, Rex, Bourgeois, Dylan, You, Jiaxuan, Zitnik, Marinka, Leskovec, Jure
Published in Advances in neural information processing systems (01.12.2019)
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Evaluating Protein Transfer Learning with TAPE
Rao, Roshan, Bhattacharya, Nicholas, Thomas, Neil, Duan, Yan, Chen, Xi, Canny, John, Abbeel, Pieter, Song, Yun S
Published in Advances in neural information processing systems (01.12.2019)
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Hyperbolic Graph Convolutional Neural Networks
Chami, Ines, Ying, Rex, Ré, Christopher, Leskovec, Jure
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Quilt-1M: One Million Image-Text Pairs for Histopathology
Ikezogwo, Wisdom O, Seyfioglu, Mehmet S, Ghezloo, Fatemeh, Geva, Dylan, Mohammed, Fatwir S, Anand, Pavan K, Krishna, Ranjay, Shapiro, Linda G
Published in Advances in neural information processing systems (01.12.2023)
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StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models
Li, Yinghao Aaron, Han, Cong, Raghavan, Vinay S, Mischler, Gavin, Mesgarani, Nima
Published in Advances in neural information processing systems (01.12.2023)
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Data Programming: Creating Large Training Sets, Quickly
Ratner, Alexander, De Sa, Christopher, Wu, Sen, Selsam, Daniel, Ré, Christopher
Published in Advances in neural information processing systems (01.12.2016)
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Multi-Stage Multi-Task Feature Learning
Gong, Pinghua, Ye, Jieping, Zhang, Changshui
Published in Advances in neural information processing systems (01.10.2013)
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Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective
You, Chenyu, Dai, Weicheng, Min, Yifei, Liu, Fenglin, Clifton, David A, Zhou, S Kevin, Staib, Lawrence, Duncan, James S
Published in Advances in neural information processing systems (01.12.2023)
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More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server
Ho, Qirong, Cipar, James, Cui, Henggang, Kim, Jin Kyu, Lee, Seunghak, Gibbons, Phillip B, Gibson, Garth A, Ganger, Gregory R, Xing, Eric P
Published in Advances in neural information processing systems (2013)
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Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative
Wei, Tianxin, You, Yuning, Chen, Tianlong, Shen, Yang, He, Jingrui, Wang, Zhangyang
Published in Advances in neural information processing systems (01.12.2022)
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WalkLM: A Uniform Language Model Fine-tuning Framework for Attributed Graph Embedding
Tan, Yanchao, Zhou, Zihao, Lv, Hang, Liu, Weiming, Yang, Carl
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Manifold Interpolating Optimal-Transport Flows for Trajectory Inference
Huguet, Guillaume, Magruder, D S, Tong, Alexander, Fasina, Oluwadamilola, Kuchroo, Manik, Wolf, Guy, Krishnaswamy, Smita
Published in Advances in neural information processing systems (01.12.2022)
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QuIP: 2-Bit Quantization of Large Language Models With Guarantees
Chee, Jerry, Cai, Yaohui, Kuleshov, Volodymyr, De Sa, Christopher
Published in Advances in neural information processing systems (01.12.2023)
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Contemporary Symbolic Regression Methods and their Relative Performance
La Cava, William, Burlacu, Bogdan, Virgolin, Marco, Kommenda, Michael, Orzechowski, Patryk, de França, Fabrício Olivetti, Jin, Ying, Moore, Jason H
Published in Advances in neural information processing systems (01.12.2021)
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Harmonizing the object recognition strategies of deep neural networks with humans
Fel, Thomas, Felipe, Ivan, Linsley, Drew, Serre, Thomas
Published in Advances in neural information processing systems (01.12.2022)
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Post-Contextual-Bandit Inference
Bibaut, Aurélien, Chambaz, Antoine, Dimakopoulou, Maria, Kallus, Nathan, van der Laan, Mark
Published in Advances in neural information processing systems (01.12.2021)
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