Lua implementation of Entropy-SGD

Code for the paper 'Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology'

Towards Reverse-Engineering Black-Box Neural Networks, ICLR'18

ICLR 2020 and 2019 reviews

[ICLR 2020, Oral] Harnessing Structures for Value-Based Planning and Reinforcement Learning

Codes for Understanding Architectures Learnt by Cell-based Neural Architecture Search

Sparse Recurrent Neural Networks -- Pruning Connections and Hidden Sizes (TensorFlow)

Codes for ICLR 2020 paper "Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets"

Mixed-curvature Variational Autoencoders (ICLR 2020)

Pytorch implementation of DGflow (ICLR 2021).

Scalable Bayesian Inverse Reinforcement Learning (ICLR 2021) by Alex J. Chan and Mihaela van der Schaar.

Distributed Momentum for Byzantine-resilient Stochastic Gradient Descent (ICLR 2021)

(ICLR 2021) Learning to Represent Action Values as a Hypergraph on the Action Vertices

🧪 Learning Neural Generative Dynamics for Molecular Conformation Generation (ICLR 2021)

Official code for Coupled Oscillatory RNN (ICLR 2021, Oral)

Implementation of ConvMixer-Patches Are All You Need? in TensorFlow and Keras

Official tensorflow implementation of "Demystifying Inter-Class Disentanglement", ICLR 2020.

Official pytorch re-implementation of "Demystifying Inter-Class Disentanglement", ICLR 2020.

Official code for Long Expressive Memory (ICLR 2022, Spotlight)