Papers
11,951 papers found
Federated Adversarial Domain Adaptation
Xingchao Peng, Zijun Huang, Yizhe Zhu et al.
Federated Learning with Matched Averaging
Hongyi Wang, Mikhail Yurochkin, Yuekai Sun et al.
FEW-SHOT LEARNING ON GRAPHS VIA SUPER-CLASSES BASED ON GRAPH SPECTRAL MEASURES
Jatin Chauhan, Deepak Nathani, Manohar Kaul
Few-shot Text Classification with Distributional Signatures
Yujia Bao, Menghua Wu, Shiyu Chang et al.
Finding and Visualizing Weaknesses of Deep Reinforcement Learning Agents
Christian Rupprecht, Cyril Ibrahim, Christopher J. Pal
Finite Depth and Width Corrections to the Neural Tangent Kernel
Boris Hanin, Mihai Nica
Firecracker: Lightweight Virtualization for Serverless Applications
Alexandru Agache, Marc Brooker, Andreea Florescu et al.
Fooling Detection Alone is Not Enough: Adversarial Attack against Multiple Object Tracking
Yunhan Jia, Yantao Lu, Junjie Shen et al.
Four Things Everyone Should Know to Improve Batch Normalization
Cecilia Summers, Michael J. Dinneen
FreeLB: Enhanced Adversarial Training for Natural Language Understanding
Chen Zhu, Yu Cheng, Zhe Gan et al.
Frequency-based Search-control in Dyna
Yangchen Pan, Jincheng Mei, Amir-massoud Farahmand
From Inference to Generation: End-to-end Fully Self-supervised Generation of Human Face from Speech
Hyeong-Seok Choi, Changdae Park, Kyogu Lee
From Variational to Deterministic Autoencoders
Partha Ghosh, Mehdi S. M. Sajjadi, Antonio Vergari et al.
FSNet: Compression of Deep Convolutional Neural Networks by Filter Summary
Yingzhen Yang, Jiahui Yu, Nebojsa Jojic et al.
FSPool: Learning Set Representations with Featurewise Sort Pooling
Yan Zhang, Jonathon Hare, Adam Prügel-Bennett
Functional Regularisation for Continual Learning with Gaussian Processes
Michalis K. Titsias, Jonathan Schwarz, Alexander G. de G. Matthews et al.
Functional vs. parametric equivalence of ReLU networks
Mary Phuong, Christoph H. Lampert
Gap-Aware Mitigation of Gradient Staleness
Saar Barkai, Ido Hakimi, Assaf Schuster
GAT: Generative Adversarial Training for Adversarial Example Detection and Robust Classification
Xuwang Yin, Soheil Kolouri, Gustavo K Rohde
GenDICE: Generalized Offline Estimation of Stationary Values
Ruiyi Zhang*, Bo Dai*, Lihong Li et al.
Generalization bounds for deep convolutional neural networks
Philip M. Long, Hanie Sedghi
Generalization of Two-layer Neural Networks: An Asymptotic Viewpoint
Jimmy Ba, Murat Erdogdu, Taiji Suzuki et al.
Generalization through Memorization: Nearest Neighbor Language Models
Urvashi Khandelwal, Omer Levy, Dan Jurafsky et al.
Generalized Convolutional Forest Networks for Domain Generalization and Visual Recognition
Jongbin Ryu, Gitaek Kwon, Ming-Hsuan Yang et al.