diff --git a/library/src/main/java/com/daimajia/slider/library/SliderLayout.java b/library/src/main/java/com/daimajia/slider/library/SliderLayout.java
index 149f36b..c201e79 100644
--- a/library/src/main/java/com/daimajia/slider/library/SliderLayout.java
+++ b/library/src/main/java/com/daimajia/slider/library/SliderLayout.java
@@ -625,6 +625,7 @@ public void removeSliderAt(int position){
         if(getRealAdapter()!=null){
             getRealAdapter().removeSliderAt(position);
             mViewPager.setCurrentItem(mViewPager.getCurrentItem(),false);
+            mViewPager.setAdapter(getWrapperAdapter());
         }
     }
 
@@ -638,6 +639,7 @@ public void removeAllSliders(){
             //a small bug, but fixed by this trick.
             //bug: when remove adapter's all the sliders.some caching slider still alive.
             mViewPager.setCurrentItem(mViewPager.getCurrentItem() +  count,false);
+            mViewPager.setAdapter(getWrapperAdapter());
         }
     }