This is a collection of our zero-cost NAS and efficient vision applications.
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Updated
Aug 21, 2023 - Python
This is a collection of our zero-cost NAS and efficient vision applications.
Official Pytorch code for Structure-Aware Transformer.
Unity's privacy-preserving human-centric synthetic data generator
Official implementation of "Multi-Task Learning as a Bargaining Game" [ICML 2022]
[ICML 2022]Source code for "A Closer Look at Smoothness in Domain Adversarial Training",
GraphCON (ICML 2022)
"Learning Stable Classifiers by Transferring Unstable Features" ICML 2022
[ICML2022] Variational Wasserstein gradient flow
PyTorch code for the RetoMaton paper: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022)
[ICML 2022] Latent Diffusion Energy-Based Model for Interpretable Text Modeling
[ICML 2022] "ProGCL: Rethinking Hard Negative Mining in Graph Contrastive Learning"
Code for the paper "Showing Your Offline Reinforcement Learning Work: Online Evaluation Budget Matters", ICML 2022
Implementation for ICML 2022 paper: 'Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification'
The proceedings of top conference in 2022 on the topic of Reinforcement Learning (RL), including: AAAI, IJCAI, NeurIPS, ICML, ICLR, ICRA, AAMAS and more.
Code for Double Sampling Randomized Smoothing [ICML 2022]
Official pytorch code for "APP: Anytime Progressive Pruning" (DyNN @ ICML, 2022; CLL @ ACML, 2022, SNN @ ICML, 2022 and SlowDNN 2023)
[ICML22] Balancing Discriminability and Transferability for Source-Free Domain Adaptation
Code for the paper Optimistic Linear Support and Successor Features as a Basis for Optimal Policy Transfer - ICML 2022
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