diff --git a/platform/firefox/vapi-client.js b/platform/firefox/vapi-client.js
index 8eb7f83dd..13025f672 100644
--- a/platform/firefox/vapi-client.js
+++ b/platform/firefox/vapi-client.js
@@ -430,43 +430,42 @@ vAPI.messaging.start();
 
 /******************************************************************************/
 
-vAPI.userCSS = (function() {
-    if ( !self.injectCSS ) {
-        return;
-    }
-    var injectCSS = self.injectCSS,
-        removeCSS = self.removeCSS,
-        userCSS = '',
-        sheetURI = '';
-    var load = function() {
-        if ( userCSS === '' || sheetURI !== '' ) { return; }
-        sheetURI = 'data:text/css;charset=utf-8,' + encodeURIComponent(userCSS);
-        injectCSS(sheetURI);
-    };
-    var unload = function() {
-        if ( sheetURI === '' ) { return; }
-        removeCSS(sheetURI);
-        sheetURI = '';
-    };
-    var add = function(cssText) {
-        if ( cssText === '' ) { return; }
-        if ( userCSS !== '' ) { userCSS += '\n'; }
-        userCSS += cssText;
-        unload();
-        load();
-    };
-    var toggle = function(state) {
-        if ( userCSS === '' ) { return; }
-        if ( state === undefined ) {
-            state = sheetURI === '';
+if ( self.injectCSS ) {
+    vAPI.userCSS = {
+        _userCSS: '',
+        _sheetURI: '',
+        _load: function() {
+            if ( this._userCSS === '' || this._sheetURI !== '' ) { return; }
+            this._sheetURI = 'data:text/css;charset=utf-8,' + encodeURIComponent(this._userCSS);
+            self.injectCSS(this._sheetURI);
+        },
+        _unload: function() {
+            if ( this._sheetURI === '' ) { return; }
+            self.removeCSS(this._sheetURI);
+            this._sheetURI = '';
+        },
+        add: function(cssText) {
+            if ( cssText === '' ) { return; }
+            if ( this._userCSS !== '' ) { this._userCSS += '\n'; }
+            this._userCSS += cssText;
+            this._unload();
+            this._load();
+        },
+        remove: function(cssText) {
+            if ( cssText === '' || this._userCSS === '' ) { return; }
+            this._userCSS = this._userCSS.replace(cssText, '').trim();
+            this._unload();
+            this._load();
+        },
+        toggle: function(state) {
+            if ( this._userCSS === '' ) { return; }
+            if ( state === undefined ) {
+                state = this._sheetURI === '';
+            }
+            return state ? this._load() : this._unload();
         }
-        return state ? load() : unload();
     };
-    return {
-        add: add,
-        toggle: toggle
-    };
-})();
+}
 
 /******************************************************************************/
 
diff --git a/src/js/contentscript.js b/src/js/contentscript.js
index 9f2450965..9e20dbc5d 100644
--- a/src/js/contentscript.js
+++ b/src/js/contentscript.js
@@ -292,6 +292,7 @@ var domFilterer = {
     removedNodesHandlerMissCount: 0,
     disabledId: vAPI.randomToken(),
     enabled: true,
+    excludeId: undefined,
     hiddenId: vAPI.randomToken(),
     hiddenNodeCount: 0,
     hiddenNodeEnforcer: false,
@@ -519,10 +520,16 @@ var domFilterer = {
         }
     },
 
-    hideNode: function(node) {
-        if ( node[this.hiddenId] !== undefined ) {
-            return;
+    getExcludeId: function() {
+        if ( this.excludeId === undefined ) {
+            this.excludeId = vAPI.randomToken();
         }
+        return this.excludeId;
+    },
+
+    hideNode: function(node) {
+        if ( node[this.hiddenId] !== undefined ) { return; }
+        if ( this.excludeId !== undefined && node[this.excludeId] ) { return; }
         node.setAttribute(this.hiddenId, '');
         this.hiddenNodeCount += 1;
         node.hidden = true;
@@ -535,9 +542,7 @@ var domFilterer = {
             if ( styleAttr !== '' ) { styleAttr += '; '; }
             node.setAttribute('style', styleAttr + 'display: none !important;');
         }
-        if ( shadowId === undefined ) {
-            return;
-        }
+        if ( shadowId === undefined ) { return; }
         var shadow = node.shadowRoot;
         if ( shadow ) {
             if ( shadow[shadowId] && shadow.firstElementChild !== null ) {
diff --git a/src/js/scriptlets/element-picker.js b/src/js/scriptlets/element-picker.js
index 30fb2c3b5..fc77cbdd0 100644
--- a/src/js/scriptlets/element-picker.js
+++ b/src/js/scriptlets/element-picker.js
@@ -606,7 +606,7 @@ var filtersFrom = function(x, y) {
     // https://github.com/gorhill/uBlock/issues/1545
     // Network filter candidates from all other elements found at point (x, y).
     if ( typeof x === 'number' ) {
-        var attrName = vAPI.sessionId + '-clickblind';
+        var attrName = pickerRoot.id + '-clickblind';
         var previous;
         elem = first;
         while ( elem !== null ) {
@@ -1345,6 +1345,11 @@ var stopPicker = function() {
         return;
     }
 
+    // https://github.com/gorhill/uBlock/issues/2060
+    if ( vAPI.userCSS ) {
+        vAPI.userCSS.remove(pickerStyle.textContent);
+    }
+
     window.removeEventListener('scroll', onScrolled, true);
     pickerRoot.contentWindow.removeEventListener('keydown', onKeyPressed, true);
     taCandidate.removeEventListener('input', onCandidateChanged);
@@ -1496,16 +1501,24 @@ pickerRoot.style.cssText = [
 // a dedicated style tag.
 pickerStyle = document.createElement('style');
 pickerStyle.textContent = [
-    '#' + vAPI.sessionId + ' {',
+    '#' + pickerRoot.id + ' {',
         pickerRoot.style.cssText,
     '}',
-    '[' + vAPI.sessionId + '-clickblind] {',
+    '[' + pickerRoot.id + '-clickblind] {',
         'pointer-events: none !important;',
     '}',
     ''
 ].join('\n');
 document.documentElement.appendChild(pickerStyle);
 
+// https://github.com/gorhill/uBlock/issues/2060
+if ( vAPI.domFilterer ) {
+    pickerRoot[vAPI.domFilterer.getExcludeId()] = true;
+}
+if ( vAPI.userCSS ) {
+    vAPI.userCSS.add(pickerStyle.textContent);
+}
+
 pickerRoot.onload = function() {
     vAPI.shutdown.add(stopPicker);
     vAPI.messaging.send(