diff --git a/mlir/include/mlir/Dialect/Vector/VectorOps.h b/mlir/include/mlir/Dialect/Vector/VectorOps.h
--- a/mlir/include/mlir/Dialect/Vector/VectorOps.h
+++ b/mlir/include/mlir/Dialect/Vector/VectorOps.h
@@ -173,7 +173,6 @@
 ///   ShapeCastOp2DDownCastRewritePattern,
 ///   ShapeCastOp2DUpCastRewritePattern
 ///   BroadcastOpLowering,
-///   TransposeOpLowering
 ///   OuterproductOpLowering
 /// These transformation express higher level vector ops in terms of more
 /// elementary extraction, insertion, reduction, product, and broadcast ops.
@@ -181,6 +180,11 @@
     RewritePatternSet &patterns,
     VectorTransformsOptions vectorTransformOptions = VectorTransformsOptions());
 
+/// Insert TransposeLowering patterns into extraction/insertion.
+void populateVectorTransposeLoweringPatterns(
+    RewritePatternSet &patterns,
+    VectorTransformsOptions vectorTransformOptions = VectorTransformsOptions());
+
 /// Returns the integer type required for subscripts in the vector dialect.
 IntegerType getVectorSubscriptType(Builder &builder);
 
diff --git a/mlir/lib/Conversion/VectorToLLVM/ConvertVectorToLLVMPass.cpp b/mlir/lib/Conversion/VectorToLLVM/ConvertVectorToLLVMPass.cpp
--- a/mlir/lib/Conversion/VectorToLLVM/ConvertVectorToLLVMPass.cpp
+++ b/mlir/lib/Conversion/VectorToLLVM/ConvertVectorToLLVMPass.cpp
@@ -64,6 +64,7 @@
     populateVectorToVectorCanonicalizationPatterns(patterns);
     populateVectorSlicesLoweringPatterns(patterns);
     populateVectorContractLoweringPatterns(patterns);
+    populateVectorTransposeLoweringPatterns(patterns);
     (void)applyPatternsAndFoldGreedily(getOperation(), std::move(patterns));
   }
 
diff --git a/mlir/lib/Dialect/Vector/VectorTransforms.cpp b/mlir/lib/Dialect/Vector/VectorTransforms.cpp
--- a/mlir/lib/Dialect/Vector/VectorTransforms.cpp
+++ b/mlir/lib/Dialect/Vector/VectorTransforms.cpp
@@ -3823,13 +3823,19 @@
                   ShapeCastOp2DDownCastRewritePattern,
                   ShapeCastOp2DUpCastRewritePattern,
                   ShapeCastOpRewritePattern>(patterns.getContext());
-  patterns.add<TransposeOpLowering,
-                  ContractionOpLowering,
+  patterns.add<ContractionOpLowering,
                   ContractionOpToMatmulOpLowering,
                   ContractionOpToOuterProductOpLowering>(parameters, patterns.getContext());
   // clang-format on
 }
 
+void mlir::vector::populateVectorTransposeLoweringPatterns(
+    RewritePatternSet &patterns,
+    VectorTransformsOptions vectorTransformOptions) {
+  patterns.add<TransposeOpLowering>(vectorTransformOptions,
+                                    patterns.getContext());
+}
+
 void mlir::vector::populateVectorTransferLoweringPatterns(
     RewritePatternSet &patterns) {
   patterns
diff --git a/mlir/test/lib/Transforms/TestConvVectorization.cpp b/mlir/test/lib/Transforms/TestConvVectorization.cpp
--- a/mlir/test/lib/Transforms/TestConvVectorization.cpp
+++ b/mlir/test/lib/Transforms/TestConvVectorization.cpp
@@ -109,6 +109,8 @@
   RewritePatternSet vectorContractLoweringPatterns(context);
   populateVectorContractLoweringPatterns(vectorContractLoweringPatterns,
                                          vectorTransformsOptions);
+  populateVectorTransposeLoweringPatterns(vectorContractLoweringPatterns,
+                                          vectorTransformsOptions);
   (void)applyPatternsAndFoldGreedily(module,
                                      std::move(vectorContractLoweringPatterns));
 
diff --git a/mlir/test/lib/Transforms/TestVectorTransforms.cpp b/mlir/test/lib/Transforms/TestVectorTransforms.cpp
--- a/mlir/test/lib/Transforms/TestVectorTransforms.cpp
+++ b/mlir/test/lib/Transforms/TestVectorTransforms.cpp
@@ -140,6 +140,7 @@
       transposeLowering = VectorTransposeLowering::Flat;
     VectorTransformsOptions options{contractLowering, transposeLowering};
     populateVectorContractLoweringPatterns(patterns, options);
+    populateVectorTransposeLoweringPatterns(patterns, options);
     (void)applyPatternsAndFoldGreedily(getFunction(), std::move(patterns));
   }
 };