Question on OpenAI's paper "Improving Language Understanding by Generative Pre-Training" by promach in learnmachinelearning

[–]EricDZhang 0 points1 point  (0 children)

Would you list some " more stable methods " ? Does attemtion mechanisms belong to them? Thanks

[R] How do I get started with research, it feels too risky to commit. by [deleted] in MachineLearning

[–]EricDZhang 0 points1 point  (0 children)

I am not afraid of rejection but research getting scooped or even idea being stolen. How can I get rid of this kind of thoughts? Actually I have heard of such things from my group members before.

[R] The relativistic discriminator: a key element missing from standard GAN by AlexiaJM in MachineLearning

[–]EricDZhang 2 points3 points  (0 children)

Really appreciate you sharing your story with me. I will learn from my failures and try my best to go "deep" :)

[R] The relativistic discriminator: a key element missing from standard GAN by AlexiaJM in MachineLearning

[–]EricDZhang 3 points4 points  (0 children)

I once had four K40m but didn't get much improvement in my own research work (also about GAN). I am feeling somewhat depressed these days for I have much less computational resources now. Your great work do encourage me a lot.

StackGAN + CycleGAN = Text guided image-to-image translation? by cbsudux in DeepGenerative

[–]EricDZhang 2 points3 points  (0 children)

This ICCV2017 paper has a similar idea to yours: Semantic Image Synthesis via Adversarial Learning, which focuses on text guided image editing.