@limu-research

LIMU

Laboratory for Image and Media Understanding

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  1. 2024-ectel-qg 2024-ectel-qgPublic

    Pipeline for generating questions. The first step is the answer generation, where the model takes the slide text and generate multiples answers (ideas or phrases). The second step consist in take …

    Jupyter Notebook 3 1

  2. 2024-edm-e2vec 2024-edm-e2vecPublic

    Jupyter Notebook 2

  3. 2025-EDM-FL 2025-EDM-FLPublic

    Python 1 1

  4. LECTOR_V1 LECTOR_V1Public

    Results of the experiment conducted at "LECTOR: Summarizing E-book Reading Content to Enhance Data-Driven Personalized Support for Students"

    Python 1

  5. 2025-SAC-RNN-Attention-KD 2025-SAC-RNN-Attention-KDPublic

    Python 1

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Showing 5 of 5 repositories

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

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@limu-research

LIMU

Laboratory for Image and Media Understanding

Popular repositories
Loading
  1. 
2024-ectel-qg
2024-ectel-qgPublic
    
Pipeline for generating questions. The first step is the answer generation, where the model takes the slide text and generate multiples answers (ideas or phrases). The second step consist in take …

    Jupyter Notebook
3

1

  2. 
2024-edm-e2vec
2024-edm-e2vecPublic
    Jupyter Notebook
2

  3. 
2025-EDM-FL
2025-EDM-FLPublic
    Python
1

1

  4. 
LECTOR_V1
LECTOR_V1Public
    
Results of the experiment conducted at "LECTOR: Summarizing E-book Reading Content to Enhance Data-Driven Personalized Support for Students"

    Python
1

  5. 
2025-SAC-RNN-Attention-KD
2025-SAC-RNN-Attention-KDPublic
    Python
1


Repositories

Showing 5 of 5 repositories
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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
@limu-research

LIMU

Laboratory for Image and Media Understanding

Popular repositories
Loading
  1. 
2024-ectel-qg
2024-ectel-qgPublic
    
Pipeline for generating questions. The first step is the answer generation, where the model takes the slide text and generate multiples answers (ideas or phrases). The second step consist in take …

    Jupyter Notebook
3

1

  2. 
2024-edm-e2vec
2024-edm-e2vecPublic
    Jupyter Notebook
2

  3. 
2025-EDM-FL
2025-EDM-FLPublic
    Python
1

1

  4. 
LECTOR_V1
LECTOR_V1Public
    
Results of the experiment conducted at "LECTOR: Summarizing E-book Reading Content to Enhance Data-Driven Personalized Support for Students"

    Python
1

  5. 
2025-SAC-RNN-Attention-KD
2025-SAC-RNN-Attention-KDPublic
    Python
1


Repositories

Showing 5 of 5 repositories
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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
@limu-research

LIMU

Laboratory for Image and Media Understanding

Popular repositories
Loading
  1. 
2024-ectel-qg
2024-ectel-qgPublic
    
Pipeline for generating questions. The first step is the answer generation, where the model takes the slide text and generate multiples answers (ideas or phrases). The second step consist in take …

    Jupyter Notebook
3

1

  2. 
2024-edm-e2vec
2024-edm-e2vecPublic
    Jupyter Notebook
2

  3. 
2025-EDM-FL
2025-EDM-FLPublic
    Python
1

1

  4. 
LECTOR_V1
LECTOR_V1Public
    
Results of the experiment conducted at "LECTOR: Summarizing E-book Reading Content to Enhance Data-Driven Personalized Support for Students"

    Python
1

  5. 
2025-SAC-RNN-Attention-KD
2025-SAC-RNN-Attention-KDPublic
    Python
1


Repositories

Showing 5 of 5 repositories
Top languages
Loading…
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Loading…

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

Skip to content
@limu-research

LIMU

Laboratory for Image and Media Understanding

Popular repositories
Loading
  1. 
2024-ectel-qg
2024-ectel-qgPublic
    
Pipeline for generating questions. The first step is the answer generation, where the model takes the slide text and generate multiples answers (ideas or phrases). The second step consist in take …

    Jupyter Notebook
3

1

  2. 
2024-edm-e2vec
2024-edm-e2vecPublic
    Jupyter Notebook
2

  3. 
2025-EDM-FL
2025-EDM-FLPublic
    Python
1

1

  4. 
LECTOR_V1
LECTOR_V1Public
    
Results of the experiment conducted at "LECTOR: Summarizing E-book Reading Content to Enhance Data-Driven Personalized Support for Students"

    Python
1

  5. 
2025-SAC-RNN-Attention-KD
2025-SAC-RNN-Attention-KDPublic
    Python
1


Repositories

Showing 5 of 5 repositories
Top languages
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Loading…

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
@limu-research

LIMU

Laboratory for Image and Media Understanding

Popular repositories
Loading
  1. 
2024-ectel-qg
2024-ectel-qgPublic
    
Pipeline for generating questions. The first step is the answer generation, where the model takes the slide text and generate multiples answers (ideas or phrases). The second step consist in take …

    Jupyter Notebook
3

1

  2. 
2024-edm-e2vec
2024-edm-e2vecPublic
    Jupyter Notebook
2

  3. 
2025-EDM-FL
2025-EDM-FLPublic
    Python
1

1

  4. 
LECTOR_V1
LECTOR_V1Public
    
Results of the experiment conducted at "LECTOR: Summarizing E-book Reading Content to Enhance Data-Driven Personalized Support for Students"

    Python
1

  5. 
2025-SAC-RNN-Attention-KD
2025-SAC-RNN-Attention-KDPublic
    Python
1


Repositories

Showing 5 of 5 repositories
Top languages
Loading…
Most used topics
Loading…

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
@limu-research

LIMU

Laboratory for Image and Media Understanding

Popular repositories
Loading
  1. 
2024-ectel-qg
2024-ectel-qgPublic
    
Pipeline for generating questions. The first step is the answer generation, where the model takes the slide text and generate multiples answers (ideas or phrases). The second step consist in take …

    Jupyter Notebook
3

1

  2. 
2024-edm-e2vec
2024-edm-e2vecPublic
    Jupyter Notebook
2

  3. 
2025-EDM-FL
2025-EDM-FLPublic
    Python
1

1

  4. 
LECTOR_V1
LECTOR_V1Public
    
Results of the experiment conducted at "LECTOR: Summarizing E-book Reading Content to Enhance Data-Driven Personalized Support for Students"

    Python
1

  5. 
2025-SAC-RNN-Attention-KD
2025-SAC-RNN-Attention-KDPublic
    Python
1


Repositories

Showing 5 of 5 repositories
Top languages
Loading…
Most used topics
Loading…

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

Skip to content
@limu-research

LIMU

Laboratory for Image and Media Understanding

Popular repositories
Loading
  1. 
2024-ectel-qg
2024-ectel-qgPublic
    
Pipeline for generating questions. The first step is the answer generation, where the model takes the slide text and generate multiples answers (ideas or phrases). The second step consist in take …

    Jupyter Notebook
3

1

  2. 
2024-edm-e2vec
2024-edm-e2vecPublic
    Jupyter Notebook
2

  3. 
2025-EDM-FL
2025-EDM-FLPublic
    Python
1

1

  4. 
LECTOR_V1
LECTOR_V1Public
    
Results of the experiment conducted at "LECTOR: Summarizing E-book Reading Content to Enhance Data-Driven Personalized Support for Students"

    Python
1

  5. 
2025-SAC-RNN-Attention-KD
2025-SAC-RNN-Attention-KDPublic
    Python
1


Repositories

Showing 5 of 5 repositories
Top languages
Loading…
Most used topics
Loading…