Papers
Generalization Bounds for Graph Embedding Using Negative Sampling: Linear vs Hyperbolic
Atsushi Suzuki, Atsushi Nitanda, jing wang et al.
Generalization Bounds For Meta-Learning: An Information-Theoretic Analysis
Qi CHEN, Changjian Shui, Mario Marchand
Generalization Bounds for Meta-Learning via PAC-Bayes and Uniform Stability
Alec Farid, Anirudha Majumdar
Generalization Bounds for (Wasserstein) Robust Optimization
Yang An, Rui Gao
Generalization Error Rates in Kernel Regression: The Crossover from the Noiseless to Noisy Regime
Hugo Cui, Bruno Loureiro, Florent Krzakala et al.
Generalization Guarantee of SGD for Pairwise Learning
Yunwen Lei, Mingrui Liu, Yiming Ying
Generalization of Model-Agnostic Meta-Learning Algorithms: Recurring and Unseen Tasks
Alireza Fallah, Aryan Mokhtari, Asuman Ozdaglar
Generalized and Discriminative Few-Shot Object Detection via SVD-Dictionary Enhancement
Aming WU, Suqi Zhao, Cheng Deng et al.
Generalized DataWeighting via Class-Level Gradient Manipulation
Can Chen, Shuhao Zheng, Xi Chen et al.
Generalized Depthwise-Separable Convolutions for Adversarially Robust and Efficient Neural Networks
Hassan Dbouk, Naresh Shanbhag
Generalized Jensen-Shannon Divergence Loss for Learning with Noisy Labels
Erik Englesson, Hossein Azizpour
Generalized Linear Bandits with Local Differential Privacy
Yuxuan Han, Zhipeng Liang, Yang Wang et al.
Generalized Proximal Policy Optimization with Sample Reuse
James Queeney, Yannis Paschalidis, Christos G Cassandras
Generalized Shape Metrics on Neural Representations
Alex H Williams, Erin Kunz, Simon Kornblith et al.
General Low-rank Matrix Optimization: Geometric Analysis and Sharper Bounds
Haixiang Zhang, Yingjie Bi, Javad Lavaei
General Nonlinearities in SO(2)-Equivariant CNNs
Daniel Franzen, Michael Wand
Generative Occupancy Fields for 3D Surface-Aware Image Synthesis
Xudong XU, Xingang Pan, Dahua Lin et al.
Generative vs. Discriminative: Rethinking The Meta-Continual Learning
Mohammadamin Banayeeanzade, Rasoul Mirzaiezadeh, Hosein Hasani et al.
Generic Neural Architecture Search via Regression
Yuhong Li, Cong Hao, Pan Li et al.
GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement
Martin Engelcke, Oiwi Parker Jones, Ingmar Posner
Geometry Processing with Neural Fields
Guandao Yang, Serge Belongie, Bharath Hariharan et al.
GeoMol: Torsional Geometric Generation of Molecular 3D Conformer Ensembles
Octavian Ganea, Lagnajit Pattanaik, Connor Coley et al.
Glance-and-Gaze Vision Transformer
Qihang Yu, Yingda Xia, Yutong Bai et al.
Global-aware Beam Search for Neural Abstractive Summarization
Ye Ma, Zixun Lan, Lu Zong et al.