Contrastive learning & energy-based models

Ishan Misra and Lex Fridman discuss introduction.

Ishan Misra and Lex Fridman discuss self-supervised learning.

Ishan Misra and Lex Fridman discuss self-supervised learning is the dark matter of intelligence.

Ishan Misra and Lex Fridman discuss categorization.

Ishan Misra and Lex Fridman discuss is computer vision still really hard?.

Ishan Misra and Lex Fridman discuss understanding language.

Ishan Misra and Lex Fridman discuss harder to solve: vision or language.

Ishan Misra and Lex Fridman discuss data augmentation.

Ishan Misra and Lex Fridman discuss fixed audio spike by lowering sound with pen tool.

Ishan Misra and Lex Fridman discuss real data vs. augmented data.

Ishan Misra and Lex Fridman discuss non-contrastive learning energy based self supervised learning methods.

Ishan Misra and Lex Fridman discuss unsupervised learning (swav).

Ishan Misra and Lex Fridman discuss self-supervised pretraining (seer).

Ishan Misra and Lex Fridman discuss self-supervised learning (ssl) architectures.

Ishan Misra and Lex Fridman discuss vissl pytorch-based ssl library.

Ishan Misra and Lex Fridman discuss multi-modal.

Ishan Misra and Lex Fridman discuss active learning.

Ishan Misra and Lex Fridman discuss autonomous driving.

Ishan Misra and Lex Fridman discuss limits of deep learning.

Ishan Misra and Lex Fridman discuss difference between learning and reasoning.

Ishan Misra and Lex Fridman discuss building super-human ai.

Ishan Misra and Lex Fridman discuss most beautiful idea in self-supervised learning.

Ishan Misra and Lex Fridman discuss simulation for training ai.

Ishan Misra and Lex Fridman discuss video games replacing reality.

Ishan Misra and Lex Fridman discuss how to write a good research paper.

Ishan Misra and Lex Fridman discuss best programming language for beginners.

Ishan Misra and Lex Fridman discuss pytorch vs tensorflow.

Ishan Misra and Lex Fridman discuss advice for getting into machine learning.

Ishan Misra and Lex Fridman discuss advice for young people.

Ishan Misra and Lex Fridman discuss meaning of life.