brain of mat kelcey...

out of distribution detection using focal loss

December 02, 2020 at 01:00 PM | categories: objax, jax, projects

a series of small experiments on using focal loss to do out of distribution detection

October 21, 2020 at 10:30 PM | categories: gan, jax, projects, objax

a GAN experiment to generate dithers for an eink screen minimising pixel change between frames for a very slow movie player.

September 17, 2020 at 06:30 AM | categories: objax, projects, ensemble_nets, jax

ensemble nets; using jax vmap to batch over not just the inputs of a model but also sets of multiple models parameters.

September 02, 2020 at 12:00 PM | categories: objax, metric_learning, jax

an objax tutorial on using contrastive learning for image similarity.

FPGA wavenets : eurorack audio processing neural nets running at ~200,000 inferences/sec (oct 2023)

dithernet very slow movie player : a GAN that slowly plays a movie over a year on an eink screen (oct 2020)

evolved channel selection : neural networks robust to any subset of input channels, at any resolution (mar 2021)

ensemble nets : training ensembles as a single model using jax on a tpu pod slice (sept 2020)

bnn : counting bees with a rasp pi (may 2018)

drivebot : learning to do laps with reinforcement learning and neural nets (feb 2016)

wikipedia philosophy : do all first links on wikipedia lead to philosophy? (aug 2011)

the co-evolution of cooperative behaviour (1997) evolving neural nets with genetic algorithms for communication problems.