diff --git a/3rdparty/boringssl/boringssl.cmake b/3rdparty/boringssl/boringssl.cmake
index 5f9aeea9e33..5048b76648f 100644
--- a/3rdparty/boringssl/boringssl.cmake
+++ b/3rdparty/boringssl/boringssl.cmake
@@ -48,7 +48,9 @@ ExternalProject_Add(
     CONFIGURE_COMMAND ""
     BUILD_COMMAND ""
     INSTALL_COMMAND ""
-    BUILD_BYPRODUCTS ""
+    BUILD_BYPRODUCTS
+        <SOURCE_DIR>/$<$<BOOL:${WIN32}>:$<IF:$<CONFIG:Debug>,Debug,Release>/>lib/${CMAKE_STATIC_LIBRARY_PREFIX}ssl${CMAKE_STATIC_LIBRARY_SUFFIX}
+        <SOURCE_DIR>/$<$<BOOL:${WIN32}>:$<IF:$<CONFIG:Debug>,Debug,Release>/>lib/${CMAKE_STATIC_LIBRARY_PREFIX}crypto${CMAKE_STATIC_LIBRARY_SUFFIX}
 )
 
 ExternalProject_Get_Property(ext_boringssl SOURCE_DIR)
diff --git a/3rdparty/curl/curl.cmake b/3rdparty/curl/curl.cmake
index c45dbea0dd9..cacdb3c3856 100644
--- a/3rdparty/curl/curl.cmake
+++ b/3rdparty/curl/curl.cmake
@@ -51,12 +51,13 @@ if(BUILD_CURL_FROM_SOURCE)
             ${ExternalProject_CMAKE_ARGS_hidden}
         BUILD_BYPRODUCTS
             <INSTALL_DIR>/${Open3D_INSTALL_LIB_DIR}/${CMAKE_STATIC_LIBRARY_PREFIX}${curl_lib_name}${CMAKE_STATIC_LIBRARY_SUFFIX}
+            <INSTALL_DIR>/${Open3D_INSTALL_LIB_DIR}/${CMAKE_STATIC_LIBRARY_PREFIX}${curl_lib_name}-d${CMAKE_STATIC_LIBRARY_SUFFIX}
     )
 
     ExternalProject_Get_Property(ext_curl INSTALL_DIR)
     set(CURL_INCLUDE_DIRS ${INSTALL_DIR}/include/) # "/" is critical.
     set(CURL_LIB_DIR ${INSTALL_DIR}/${Open3D_INSTALL_LIB_DIR})
-    if(MSVC)
+    if(MSVC AND ${CMAKE_GENERATOR} MATCHES "^Visual Studio.*")
         set(CURL_LIBRARIES ${curl_lib_name}$<$<CONFIG:Debug>:-d>)
     else()
         set(CURL_LIBRARIES ${curl_lib_name})
@@ -79,7 +80,9 @@ else()
         CONFIGURE_COMMAND ""
         BUILD_COMMAND ""
         INSTALL_COMMAND ""
-        BUILD_BYPRODUCTS ""
+        BUILD_BYPRODUCTS
+            <SOURCE_DIR>/lib/${CMAKE_STATIC_LIBRARY_PREFIX}${curl_lib_name}${CMAKE_STATIC_LIBRARY_SUFFIX}
+            <SOURCE_DIR>/lib/${CMAKE_STATIC_LIBRARY_PREFIX}${curl_lib_name}-d${CMAKE_STATIC_LIBRARY_SUFFIX}
     )
 
     ExternalProject_Get_Property(ext_curl SOURCE_DIR)
diff --git a/3rdparty/fmt/fmt.cmake b/3rdparty/fmt/fmt.cmake
index d7698e1a645..fe276019c64 100644
--- a/3rdparty/fmt/fmt.cmake
+++ b/3rdparty/fmt/fmt.cmake
@@ -39,4 +39,8 @@ ExternalProject_Add(
 ExternalProject_Get_Property(ext_fmt INSTALL_DIR)
 set(FMT_INCLUDE_DIRS ${INSTALL_DIR}/include/) # "/" is critical.
 set(FMT_LIB_DIR ${INSTALL_DIR}/${Open3D_INSTALL_LIB_DIR})
-set(FMT_LIBRARIES ${FMT_LIB_NAME}$<$<PLATFORM_ID:Windows>:$<$<CONFIG:Debug>:d>>)
+if (MSVC AND ${CMAKE_GENERATOR} MATCHES "^Visual Studio.*")
+    set(FMT_LIBRARIES ${FMT_LIB_NAME}$<$<CONFIG:Debug>:d>)
+else()
+    set(FMT_LIBRARIES ${FMT_LIB_NAME})
+endif()
diff --git a/3rdparty/ipp/ipp.cmake b/3rdparty/ipp/ipp.cmake
index ffc9b320512..deaed2ab179 100755
--- a/3rdparty/ipp/ipp.cmake
+++ b/3rdparty/ipp/ipp.cmake
@@ -35,6 +35,20 @@ else()
     set(IPP_SUBPATH "")
 endif()
 
+# Threading layer libs must be linked first.
+# https://www.intel.com/content/www/us/en/docs/ipp/developer-guide-reference/2021-11/ipp-performace-benefits-with-tl-functions.html
+# Library dependency order:
+# https://www.intel.com/content/www/us/en/docs/ipp/developer-guide-reference/2021-11/library-dependencies-by-domain.html
+if (WIN32)
+    set(IPP_LIBRARIES ipp_iw ippcvmt_tl_tbb ippcvmt ippimt_tl_tbb ippimt ippccmt_tl_tbb ippccmt ippsmt ippvmmt ippcoremt_tl_tbb ippcoremt)
+else()
+    set(IPP_LIBRARIES ipp_iw ippcv_tl_tbb ippcv ippi_tl_tbb ippi ippcc_tl_tbb ippcc ipps ippvm ippcore_tl_tbb ippcore)
+endif()
+
+foreach(item IN LISTS IPP_LIBRARIES)
+    list(APPEND IPP_BUILD_BYPRODUCTS <SOURCE_DIR>/${IPP_SUBPATH}lib/${CMAKE_STATIC_LIBRARY_PREFIX}${item}${CMAKE_STATIC_LIBRARY_SUFFIX})
+endforeach()
+
 ExternalProject_Add(ext_ipp
     PREFIX ipp
     URL ${IPP_URL} 
@@ -45,16 +59,10 @@ ExternalProject_Add(ext_ipp
     CONFIGURE_COMMAND ""
     BUILD_COMMAND ""
     INSTALL_COMMAND ""
-    )
+    BUILD_BYPRODUCTS
+        ${IPP_BUILD_BYPRODUCTS}
+)
+
 ExternalProject_Get_Property(ext_ipp SOURCE_DIR)
 set(IPP_INCLUDE_DIR "${SOURCE_DIR}/${IPP_SUBPATH}include/")
-# Threading layer libs must be linked first.
-# https://www.intel.com/content/www/us/en/docs/ipp/developer-guide-reference/2021-11/ipp-performace-benefits-with-tl-functions.html
-# Library dependency order:
-# https://www.intel.com/content/www/us/en/docs/ipp/developer-guide-reference/2021-11/library-dependencies-by-domain.html
-if (WIN32)
-    set(IPP_LIBRARIES ipp_iw ippcvmt_tl_tbb ippcvmt ippimt_tl_tbb ippimt ippccmt_tl_tbb ippccmt ippsmt ippvmmt ippcoremt_tl_tbb ippcoremt)
-else()
-    set(IPP_LIBRARIES ipp_iw ippcv_tl_tbb ippcv ippi_tl_tbb ippi ippcc_tl_tbb ippcc ipps ippvm ippcore_tl_tbb ippcore)
-endif()
 set(IPP_LIB_DIR "${SOURCE_DIR}/${IPP_SUBPATH}lib")
\ No newline at end of file
diff --git a/3rdparty/libpng/libpng.cmake b/3rdparty/libpng/libpng.cmake
index 963401f1315..9b8349332b6 100644
--- a/3rdparty/libpng/libpng.cmake
+++ b/3rdparty/libpng/libpng.cmake
@@ -30,4 +30,8 @@ ExternalProject_Add(
 ExternalProject_Get_Property(ext_libpng INSTALL_DIR)
 set(LIBPNG_INCLUDE_DIRS ${INSTALL_DIR}/include/) # "/" is critical.
 set(LIBPNG_LIB_DIR ${INSTALL_DIR}/${Open3D_INSTALL_LIB_DIR})
-set(LIBPNG_LIBRARIES ${LIBPNG_LIB_NAME}$<$<PLATFORM_ID:Windows>:$<$<CONFIG:Debug>:d>>)
+if(MSVC AND ${CMAKE_GENERATOR} MATCHES "^Visual Studio.*")
+    set(LIBPNG_LIBRARIES ${LIBPNG_LIB_NAME}$<$<CONFIG:Debug>:d>)
+else()
+    set(LIBPNG_LIBRARIES ${LIBPNG_LIB_NAME})
+endif()
diff --git a/3rdparty/uvatlas/uvatlas.cmake b/3rdparty/uvatlas/uvatlas.cmake
index 51831059941..63642f80e3d 100644
--- a/3rdparty/uvatlas/uvatlas.cmake
+++ b/3rdparty/uvatlas/uvatlas.cmake
@@ -52,7 +52,7 @@ ExternalProject_Add(
         -Ddirectxmath_DIR=<INSTALL_DIR>
     DEPENDS ext_directxheaders ext_directxmath
     BUILD_BYPRODUCTS
-        <INSTALL_DIR>/${Open3D_INSTALL_LIB_DIR}/${CMAKE_STATIC_LIBRARY_PREFIX}uvatlas${CMAKE_STATIC_LIBRARY_SUFFIX}
+        <INSTALL_DIR>/${Open3D_INSTALL_LIB_DIR}/${CMAKE_STATIC_LIBRARY_PREFIX}UVAtlas${CMAKE_STATIC_LIBRARY_SUFFIX}
 )
 
 
diff --git a/3rdparty/vtk/vtk_build.cmake b/3rdparty/vtk/vtk_build.cmake
index 271d3789667..f9217f2301e 100644
--- a/3rdparty/vtk/vtk_build.cmake
+++ b/3rdparty/vtk/vtk_build.cmake
@@ -26,13 +26,13 @@ set(VTK_LIBRARIES
     vtksys-${VTK_VERSION}${VTK_LIB_SUFFIX}
 )
 
-foreach(item IN LISTS VTK_LIBRARIES)
-    list(APPEND VTK_BUILD_BYPRODUCTS <INSTALL_DIR>/${Open3D_INSTALL_LIB_DIR}/${item}${CMAKE_STATIC_LIBRARY_SUFFIX})
-endforeach()
-
 
 if(BUILD_VTK_FROM_SOURCE)
 
+    foreach(item IN LISTS VTK_LIBRARIES)
+        list(APPEND VTK_BUILD_BYPRODUCTS <INSTALL_DIR>/${Open3D_INSTALL_LIB_DIR}/${CMAKE_STATIC_LIBRARY_PREFIX}${item}${CMAKE_STATIC_LIBRARY_SUFFIX})
+    endforeach()
+
     ExternalProject_Add(
         ext_vtk
         PREFIX vtk
@@ -294,6 +294,10 @@ if(BUILD_VTK_FROM_SOURCE)
 
 else() #### download prebuilt vtk
 
+    foreach(item IN LISTS VTK_LIBRARIES)
+        list(APPEND VTK_BUILD_BYPRODUCTS <SOURCE_DIR>/lib/${item}${CMAKE_STATIC_LIBRARY_SUFFIX})
+    endforeach()
+
     if(LINUX_AARCH64)
         message(FATAL "No precompiled vtk for platform. Enable BUILD_VTK_FROM_SOURCE")
     elseif(APPLE_AARCH64)
@@ -334,7 +338,8 @@ else() #### download prebuilt vtk
         CONFIGURE_COMMAND ""
         BUILD_COMMAND ""
         INSTALL_COMMAND ""
-        BUILD_BYPRODUCTS ""
+        BUILD_BYPRODUCTS
+            ${VTK_BUILD_BYPRODUCTS}
     )
 
     ExternalProject_Get_Property(ext_vtk SOURCE_DIR)
diff --git a/3rdparty/zeromq/zeromq_build.cmake b/3rdparty/zeromq/zeromq_build.cmake
index 12d7a6fa9d8..0a39746b675 100644
--- a/3rdparty/zeromq/zeromq_build.cmake
+++ b/3rdparty/zeromq/zeromq_build.cmake
@@ -68,9 +68,6 @@ ExternalProject_Add(
 )
 
 if(WIN32)
-    # On windows the lib name is more complicated
-    set(ZEROMQ_LIBRARIES ${lib_name}$<$<CONFIG:Debug>:gd>${lib_suffix})
-
     # On windows we need to link some additional libs. We will use them
     # directly as targets in find_dependencies.cmake.
     # The following code is taken from the zeromq CMakeLists.txt and collects
@@ -95,6 +92,9 @@ if(WIN32)
     if(HAVE_IPHLPAPI)
         list(APPEND ZEROMQ_ADDITIONAL_LIBS iphlpapi)
     endif()
+endif()
+if(MSVC AND ${CMAKE_GENERATOR} MATCHES "^Visual Studio.*")
+    set(ZEROMQ_LIBRARIES ${lib_name}$<$<CONFIG:Debug>:gd>${lib_suffix})
 else()
     set(ZEROMQ_LIBRARIES ${lib_name}${lib_suffix})
 endif()
diff --git a/3rdparty/zlib/zlib.cmake b/3rdparty/zlib/zlib.cmake
index f0d756b5e75..d56f7431d0b 100644
--- a/3rdparty/zlib/zlib.cmake
+++ b/3rdparty/zlib/zlib.cmake
@@ -31,7 +31,7 @@ ExternalProject_Add(
 ExternalProject_Get_Property(ext_zlib INSTALL_DIR)
 set(ZLIB_INCLUDE_DIRS ${INSTALL_DIR}/include/) # "/" is critical.
 set(ZLIB_LIB_DIR ${INSTALL_DIR}/lib)
-if(MSVC)
+if(MSVC AND ${CMAKE_GENERATOR} MATCHES "^Visual Studio.*")
     set(ZLIB_LIBRARIES ${lib_name}$<$<CONFIG:Debug>:d>)
 else()
     set(ZLIB_LIBRARIES ${lib_name})
diff --git a/cpp/tests/CMakeLists.txt b/cpp/tests/CMakeLists.txt
index 3d58a53ad84..d500e3e9b80 100644
--- a/cpp/tests/CMakeLists.txt
+++ b/cpp/tests/CMakeLists.txt
@@ -53,10 +53,13 @@ open3d_show_and_abort_on_warning(tests)
 open3d_set_global_properties(tests)
 # On Windows, running tests from the build folder needs tbb.dll to be in the same folder.
 if (WIN32)
+  get_property(IS_MULTI_CONFIG GLOBAL PROPERTY GENERATOR_IS_MULTI_CONFIG)
+  message(STATUS "GENERATOR_IS_MULTI_CONFIG: ${IS_MULTI_CONFIG}")
   add_custom_command(
       TARGET tests
       POST_BUILD
-      COMMAND ${CMAKE_COMMAND} -E copy_if_different $<TARGET_FILE:tbb> "${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/$<CONFIG>/"
+      COMMAND echo "RUNTIME_OUTPUT_DIRECTORY: $<TARGET_PROPERTY:tests,RUNTIME_OUTPUT_DIRECTORY>/$<$<BOOL:${IS_MULTI_CONFIG}>:$<CONFIG>>"
+      COMMAND ${CMAKE_COMMAND} -E copy_if_different $<TARGET_FILE:TBB::tbb> $<TARGET_PROPERTY:tests,RUNTIME_OUTPUT_DIRECTORY>/$<$<BOOL:${IS_MULTI_CONFIG}>:$<CONFIG>>
   )
 endif()