<?xml version="1.0" encoding="utf-8"?>
<android.support.design.widget.CoordinatorLayout xmlns:android="http://schemas.android.com/apk/res/android"
 xmlns:app="http://schemas.android.com/apk/res-auto"
 xmlns:tools="http://schemas.android.com/tools"
 android:layout_width="match_parent"
 android:layout_height="match_parent"
 tools:context=".view.activity.MainActivity">

 <android.support.design.widget.AppBarLayout
 android:layout_width="match_parent"
 android:layout_height="wrap_content"
 android:theme="@style/AppTheme.AppBarOverlay">

 <android.support.v7.widget.Toolbar
  android:id="@+id/toolbar"
  android:layout_width="match_parent"
  android:layout_height="?attr/actionBarSize"
  android:background="?attr/colorPrimary"
  app:layout_scrollFlags="scroll|enterAlways"
  app:popupTheme="@style/AppTheme.PopupOverlay" />


 <android.support.design.widget.TabLayout
  android:id="@+id/tab_layout"
  app:tabIndicatorColor="#FFFFFF"
  android:layout_width="match_parent"
  android:layout_height="wrap_content">
 </android.support.design.widget.TabLayout>
 </android.support.design.widget.AppBarLayout>

 <include layout="@layout/content_main" />

 <android.support.design.widget.FloatingActionButton
 android:id="@+id/fab"
 android:layout_width="wrap_content"
 android:layout_height="wrap_content"
 android:layout_margin="@dimen/fab_margin"
 android:src="@android:drawable/ic_dialog_email"
 app:layout_behavior="com.wu.allen.zhuanlan.util.ScrollAwareFABBehavior"/>

</android.support.design.widget.CoordinatorLayout>

public class ScrollAwareFABBehavior extends FloatingActionButton.Behavior {
 private static final Interpolator INTERPOLATOR = new FastOutSlowInInterpolator();
 private boolean mIsAnimatingOut = false;

 public ScrollAwareFABBehavior(Context context, AttributeSet attrs) {
 super();
 }

 @Override
 public boolean onStartNestedScroll(final CoordinatorLayout coordinatorLayout, final FloatingActionButton child,
     final View directTargetChild, final View target, final int nestedScrollAxes) {
 // Ensure we react to vertical scrolling
 return nestedScrollAxes == ViewCompat.SCROLL_AXIS_VERTICAL
  || super.onStartNestedScroll(coordinatorLayout, child, directTargetChild, target, nestedScrollAxes);
 }

 @Override
 public void onNestedScroll(final CoordinatorLayout coordinatorLayout, final FloatingActionButton child,
    final View target, final int dxConsumed, final int dyConsumed,
    final int dxUnconsumed, final int dyUnconsumed) {
 super.onNestedScroll(coordinatorLayout, child, target, dxConsumed, dyConsumed, dxUnconsumed, dyUnconsumed);
 if (dyConsumed > 0 && !this.mIsAnimatingOut && child.getVisibility() == View.VISIBLE) {
  // User scrolled down and the FAB is currently visible -> hide the FAB
  animateOut(child);
 } else if (dyConsumed < 0 && child.getVisibility() != View.VISIBLE) {
  // User scrolled up and the FAB is currently not visible -> show the FAB
  animateIn(child);
 }
 }

 // Same animation that FloatingActionButton.Behavior uses to hide the FAB when the AppBarLayout exits
 private void animateOut(final FloatingActionButton button) {
 if (Build.VERSION.SDK_INT >= 14) {
  ViewCompat.animate(button).scaleX(0.0F).scaleY(0.0F).alpha(0.0F).setInterpolator(INTERPOLATOR).withLayer()
   .setListener(new ViewPropertyAnimatorListener() {
   public void onAnimationStart(View view) {
    ScrollAwareFABBehavior.this.mIsAnimatingOut = true;
   }

   public void onAnimationCancel(View view) {
    ScrollAwareFABBehavior.this.mIsAnimatingOut = false;
   }

   public void onAnimationEnd(View view) {
    ScrollAwareFABBehavior.this.mIsAnimatingOut = false;
    view.setVisibility(View.GONE);
   }
   }).start();
 } else {
  Animation anim = AnimationUtils.loadAnimation(button.getContext(), R.anim.fab_out);
  anim.setInterpolator(INTERPOLATOR);
  anim.setDuration(200L);
  anim.setAnimationListener(new Animation.AnimationListener() {
  public void onAnimationStart(Animation animation) {
   ScrollAwareFABBehavior.this.mIsAnimatingOut = true;
  }

  public void onAnimationEnd(Animation animation) {
   ScrollAwareFABBehavior.this.mIsAnimatingOut = false;
   button.setVisibility(View.GONE);
  }

  @Override
  public void onAnimationRepeat(final Animation animation) {
  }
  });
  button.startAnimation(anim);
 }
 }

 // Same animation that FloatingActionButton.Behavior uses to show the FAB when the AppBarLayout enters
 private void animateIn(FloatingActionButton button) {
 button.setVisibility(View.VISIBLE);
 if (Build.VERSION.SDK_INT >= 14) {
  ViewCompat.animate(button).scaleX(1.0F).scaleY(1.0F).alpha(1.0F)
   .setInterpolator(INTERPOLATOR).withLayer().setListener(null)
   .start();
 } else {
  Animation anim = AnimationUtils.loadAnimation(button.getContext(), R.anim.fab_in);
  anim.setDuration(200L);
  anim.setInterpolator(INTERPOLATOR);
  button.startAnimation(anim);
 }
 }
}

<?xml version="1.0" encoding="utf-8"?>
<set xmlns:android="http://schemas.android.com/apk/res/android">

 <alpha android:fromAlpha="0.0"
 android:toAlpha="1.0"/>

 <scale android:fromXScale="0.0"
 android:fromYScale="0.0"
 android:toXScale="1.0"
 android:toYScale="1.0"
 android:pivotX="50%"
 android:pivotY="50%"/>
</set>

<?xml version="1.0" encoding="utf-8"?>
<set xmlns:android="http://schemas.android.com/apk/res/android">

 <alpha android:fromAlpha="1.0"
 android:toAlpha="0.0"/>

 <scale android:fromXScale="1.0"
 android:fromYScale="1.0"
 android:toXScale="0.0"
 android:toYScale="0.0"
 android:pivotX="50%"
 android:pivotY="50%"/>

</set>