MILO Seminar : Adaptation of foundation model: from Transformer adapters to VLM test-time prompt tuning
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TSI - Signal and image processing
Adaptation
of
foundation
model:
from
Transformer
adapters
to
VLM
test-time
prompt
tuning With
the
advent
of
foundation
models,
model
development
has
shifted
from
tailoring
task-specific
models
to
training
large
models
capable
of
addressing
a
wide
range
of
tasks.
One
way
of
using
foundation
models
is
to
directly
use
them
with
the
pretrained
weights
from
a
very
optimized
training.
This
has
the
advantage
of
not
using
any
training
resources,
and
of
exploiting
...
