Papers
Graph Structure of Neural Networks
Jiaxuan You, Jure Leskovec, Kaiming He et al.
Growing Action Spaces
Gregory Farquhar, Laura Gustafson, Zeming Lin et al.
Growing Adaptive Multi-hyperplane Machines
Nemanja Djuric, Zhuang Wang, Slobodan Vucetic
Guided Learning of Nonconvex Models through Successive Functional Gradient Optimization
Rie Johnson, Tong Zhang
Haar Graph Pooling
Yu Guang Wang, Ming Li, Zheng Ma et al.
Hallucinative Topological Memory for Zero-Shot Visual Planning
Kara Liu, Thanard Kurutach, Christine Tung et al.
Handling the Positive-Definite Constraint in the Bayesian Learning Rule
Wu Lin, Mark Schmidt, Mohammad Emtiyaz Khan
Harmonic Decompositions of Convolutional Networks
Meyer Scetbon, Zaid Harchaoui
Healing Products of Gaussian Process Experts
Samuel Cohen, Rendani Mbuvha, Tshilidzi Marwala et al.
Hierarchical Generation of Molecular Graphs using Structural Motifs
Wengong Jin, Dr.Regina Barzilay, Tommi Jaakkola
Hierarchically Decoupled Imitation For Morphological Transfer
Donald Hejna, Lerrel Pinto, Pieter Abbeel
Hierarchical Verification for Adversarial Robustness
Cong Han Lim, Raquel Urtasun, Ersin Yumer
High-dimensional Robust Mean Estimation via Gradient Descent
Yu Cheng, Ilias Diakonikolas, Rong Ge et al.
History-Gradient Aided Batch Size Adaptation for Variance Reduced Algorithms
Kaiyi Ji, Zhe Wang, Bowen Weng et al.
How Good is the Bayes Posterior in Deep Neural Networks Really?
Florian Wenzel, Kevin Roth, Bastiaan Veeling et al.
How recurrent networks implement contextual processing in sentiment analysis
Niru Maheswaranathan, David Sussillo
How to Solve Fair k-Center in Massive Data Models
Ashish Chiplunkar, Sagar Kale, Sivaramakrishnan Natarajan Ramamoorthy
How to Train Your Neural ODE: the World of Jacobian and Kinetic Regularization
Chris Finlay, Joern-Henrik Jacobsen, Levon Nurbekyan et al.
Hypernetwork approach to generating point clouds
Przemysław Spurek, Sebastian Winczowski, Jacek Tabor et al.
Identifying Statistical Bias in Dataset Replication
Logan Engstrom, Andrew Ilyas, Shibani Santurkar et al.
Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation
Xiang Jiang, Qicheng Lao, Stan Matwin et al.
Implicit competitive regularization in GANs
Florian Schaefer, Hongkai Zheng, Animashree Anandkumar
Implicit differentiation of Lasso-type models for hyperparameter optimization
Quentin Bertrand, Quentin Klopfenstein, Mathieu Blondel et al.
Implicit Euler Skip Connections: Enhancing Adversarial Robustness via Numerical Stability
Mingjie Li, Lingshen He, Zhouchen Lin