diff --git a/Project.toml b/Project.toml
index 537c8574e..ad668eecf 100644
--- a/Project.toml
+++ b/Project.toml
@@ -1,7 +1,7 @@
 name = "Lux"
 uuid = "b2108857-7c20-44ae-9111-449ecde12c47"
 authors = ["Avik Pal <avikpal@mit.edu> and contributors"]
-version = "1.0.0"
+version = "1.0.1"
 
 [deps]
 ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
diff --git a/src/layers/display.jl b/src/layers/display.jl
index 6f5f52c64..c272083cf 100644
--- a/src/layers/display.jl
+++ b/src/layers/display.jl
@@ -16,6 +16,8 @@ end
 show_leaflike(x) = Functors.isleaf(x)  # mostly follow Functors, except for:
 show_leaflike(x::AbstractLuxLayer) = false
 
+isa_printable_leaf(x) = false
+
 function underscorise(n::Integer)
     return join(reverse(join.(reverse.(Iterators.partition(digits(n), 3)))), '_')
 end
@@ -27,7 +29,7 @@ function big_show(io::IO, obj, indent::Int=0, name=nothing)
         return
     end
     children = printable_children(obj)
-    if all(show_leaflike, values(children))
+    if all(show_leaflike, values(children)) || isa_printable_leaf(obj)
         layer_show(io, obj, indent, name)
     else
         println(io, " "^indent, isnothing(name) ? "" : "$name = ", display_name(obj), "(")
diff --git a/src/layers/pooling.jl b/src/layers/pooling.jl
index bc4da7b08..f29bc8db4 100644
--- a/src/layers/pooling.jl
+++ b/src/layers/pooling.jl
@@ -196,7 +196,7 @@ for layer_op in (:Max, :Mean, :LP)
                 window; stride, pad, dilation, p))
         end
 
-        function Base.show(io::IO, ::MIME"text/plain", m::$(layer_name))
+        function Base.show(io::IO, m::$(layer_name))
             kernel_size = m.layer.mode.kernel_size
             print(io, string($(Meta.quot(layer_name))), "($(kernel_size)")
             pad = m.layer.mode.pad
@@ -213,6 +213,8 @@ for layer_op in (:Max, :Mean, :LP)
             print(io, ")")
         end
 
+        PrettyPrinting.isa_printable_leaf(::$(layer_name)) = true
+
         # Global Pooling Layer
         @doc $(global_pooling_docstring) @concrete struct $(global_layer_name) <:
                                                           AbstractLuxWrapperLayer{:layer}
@@ -223,7 +225,7 @@ for layer_op in (:Max, :Mean, :LP)
             return $(global_layer_name)(PoolingLayer(static(:global), $(Meta.quot(op)); p))
         end
 
-        function Base.show(io::IO, ::MIME"text/plain", g::$(global_layer_name))
+        function Base.show(io::IO, g::$(global_layer_name))
             print(io, string($(Meta.quot(global_layer_name))), "(")
             if $(Meta.quot(op)) == :lp
                 g.layer.op.p == 2 || print(io, ", p=", g.layer.op.p)
@@ -231,6 +233,8 @@ for layer_op in (:Max, :Mean, :LP)
             print(io, ")")
         end
 
+        PrettyPrinting.isa_printable_leaf(::$(global_layer_name)) = true
+
         # Adaptive Pooling Layer
         @doc $(adaptive_pooling_docstring) @concrete struct $(adaptive_layer_name) <:
                                                             AbstractLuxWrapperLayer{:layer}
@@ -242,12 +246,14 @@ for layer_op in (:Max, :Mean, :LP)
                 static(:adaptive), $(Meta.quot(op)), out_size; p))
         end
 
-        function Base.show(io::IO, ::MIME"text/plain", a::$(adaptive_layer_name))
+        function Base.show(io::IO, a::$(adaptive_layer_name))
             print(io, string($(Meta.quot(adaptive_layer_name))), "(", a.layer.mode.out_size)
             if $(Meta.quot(op)) == :lp
                 a.layer.op.p == 2 || print(io, ", p=", a.layer.op.p)
             end
             print(io, ")")
         end
+
+        PrettyPrinting.isa_printable_leaf(::$(adaptive_layer_name)) = true
     end
 end