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[{"authors":["admin"],"categories":null,"content":"I\u0026rsquo;m a Research Assistant at National Chiao Tung University (NCTU) CS, recently graduated from NCTU with a Master\u0026rsquo;s degree in Computer Science. I\u0026rsquo;m now working with Prof. Wei-Chen Chiu.\nI\u0026rsquo;m working on a few projects on image/video enhancement, including video frame interpolation and video super-resolution.\nDuring my graduate studies, I worked on saliency-guided image manipulation and image enhancement under Prof. Wei-Chen Chiu and Dr. Yi-Hsuan Tsai.\n","date":1549324800,"expirydate":-62135596800,"kind":"taxonomy","lang":"en","lastmod":1555459200,"objectID":"2525497d367e79493fd32b198b28f040","permalink":"/authors/admin/","publishdate":"0001-01-01T00:00:00Z","relpermalink":"/authors/admin/","section":"authors","summary":"I\u0026rsquo;m a Research Assistant at National Chiao Tung University (NCTU) CS, recently graduated from NCTU with a Master\u0026rsquo;s degree in Computer Science. I\u0026rsquo;m now working with Prof. Wei-Chen Chiu.\nI\u0026rsquo;m working on a few projects on image/video enhancement, including video frame interpolation and video super-resolution.\nDuring my graduate studies, I worked on saliency-guided image manipulation and image enhancement under Prof. Wei-Chen Chiu and Dr. Yi-Hsuan Tsai.","tags":null,"title":"Yen-Chung Chen","type":"authors"},{"authors":[],"categories":null,"content":" Click on the Slides button above to view the built-in slides feature. Slides can be added in a few ways:\n Create slides using Academic\u0026rsquo;s Slides feature and link using slides parameter in the front matter of the talk file Upload an existing slide deck to static/ and link using url_slides parameter in the front matter of the talk file Embed your slides (e.g. Google Slides) or presentation video on this page using shortcodes. Further talk details can easily be added to this page using Markdown and $\\rm \\LaTeX$ math code.\n","date":1906549200,"expirydate":-62135596800,"kind":"page","lang":"en","lastmod":1906549200,"objectID":"96344c08df50a1b693cc40432115cbe3","permalink":"/talk/example/","publishdate":"2017-01-01T00:00:00Z","relpermalink":"/talk/example/","section":"talk","summary":"An example talk using Academic's Markdown slides feature.","tags":[],"title":"Example Talk","type":"talk"},{"authors":["Yen-Chung Chen*","Keng-Jui Chang*","Yu-Chiang Frank Wang","Yi-Hsuan Tsai","Wei-Chen Chiu"],"categories":null,"content":" Click the Cite button above to demo the feature to enable visitors to import publication metadata into their reference management software. Click the Slides button above to demo Academic\u0026rsquo;s Markdown slides feature. -- ","date":1567987200,"expirydate":-62135596800,"kind":"page","lang":"en","lastmod":1567987200,"objectID":"2318f7d90bab34b4ac5e80e9daaa230c","permalink":"/publication/bmvc19_saliency/","publishdate":"2019-08-24T00:00:00Z","relpermalink":"/publication/bmvc19_saliency/","section":"publication","summary":"In this paper, we tackle the problem of saliency-guided image manipulation for adjusting the saliency distribution over image regions.","tags":null,"title":"Guide Your Eyes: Learning Image Manipulation under Saliency Guidance","type":"publication"},{"authors":null,"categories":null,"content":"Academic is designed to give technical content creators a seamless experience. You can focus on the content and Academic handles the rest.\nHighlight your code snippets, take notes on math classes, and draw diagrams from textual representation.\nOn this page, you'll find some examples of the types of technical content that can be rendered with Academic.\nExamples Code Academic supports a Markdown extension for highlighting code syntax. You can enable this feature by toggling the highlight option in your config/_default/params.toml file.\n```python import pandas as pd data = pd.read_csv(\u0026quot;data.csv\u0026quot;) data.head() ``` renders as\nimport pandas as pd data = pd.read_csv(\u0026quot;data.csv\u0026quot;) data.head() Math Academic supports a Markdown extension for $\\LaTeX$ math. You can enable this feature by toggling the math option in your config/_default/params.toml file and adding markup: mmark to your page front matter.\nTo render inline or block math, wrap your LaTeX math with $$...$$.\nExample math block:\n$$\\gamma_{n} = \\frac{ \\left | \\left (\\mathbf x_{n} - \\mathbf x_{n-1} \\right )^T \\left [\\nabla F (\\mathbf x_{n}) - \\nabla F (\\mathbf x_{n-1}) \\right ] \\right |} {\\left \\|\\nabla F(\\mathbf{x}_{n}) - \\nabla F(\\mathbf{x}_{n-1}) \\right \\|^2}$$ renders as\n\\[\\gamma_{n} = \\frac{ \\left | \\left (\\mathbf x_{n} - \\mathbf x_{n-1} \\right )^T \\left [\\nabla F (\\mathbf x_{n}) - \\nabla F (\\mathbf x_{n-1}) \\right ] \\right |}{\\left \\|\\nabla F(\\mathbf{x}_{n}) - \\nabla F(\\mathbf{x}_{n-1}) \\right \\|^2}\\]\nExample inline math $$\\left \\|\\nabla F(\\mathbf{x}_{n}) - \\nabla F(\\mathbf{x}_{n-1}) \\right \\|^2$$ renders as \\(\\left \\|\\nabla F(\\mathbf{x}_{n}) - \\nabla F(\\mathbf{x}_{n-1}) \\right \\|^2\\) .\nExample multi-line math using the \\\\ math linebreak:\n$$f(k;p_0^*) = \\begin{cases} p_0^* \u0026amp; \\text{if }k=1, \\\\ 1-p_0^* \u0026amp; \\text {if }k=0.\\end{cases}$$ renders as\n\\[f(k;p_0^*) = \\begin{cases} p_0^* \u0026 \\text{if }k=1, \\\\ 1-p_0^* \u0026 \\text {if }k=0.\\end{cases}\\]\nDiagrams Academic supports a Markdown extension for diagrams. You can enable this feature by toggling the diagram option in your config/_default/params.toml file or by adding diagram: true to your page front matter.\nAn example flowchart:\n```mermaid graph TD; A--\u0026gt;B; A--\u0026gt;C; B--\u0026gt;D; C--\u0026gt;D; ``` renders as\ngraph TD; A--\u0026gt;B; A--\u0026gt;C; B--\u0026gt;D; C--\u0026gt;D; An example sequence diagram:\n```mermaid sequenceDiagram participant Alice participant Bob Alice-\u0026gt;John: Hello John, how are you? loop Healthcheck John-\u0026gt;John: Fight against hypochondria end Note right of John: Rational thoughts \u0026lt;br/\u0026gt;prevail... John--\u0026gt;Alice: Great! John-\u0026gt;Bob: How about you? Bob--\u0026gt;John: Jolly good! ``` renders as\nsequenceDiagram participant Alice participant Bob Alice-\u0026gt;John: Hello John, how are you? loop Healthcheck John-\u0026gt;John: Fight against hypochondria end Note right of John: Rational thoughts \u0026lt;br/\u0026gt;prevail... John--\u0026gt;Alice: Great! John-\u0026gt;Bob: How about you? Bob--\u0026gt;John: Jolly good! An example Gantt diagram:\n```mermaid gantt dateFormat YYYY-MM-DD section Section A task :a1, 2014-01-01, 30d Another task :after a1 , 20d section Another Task in sec :2014-01-12 , 12d another task : 24d ``` renders as\ngantt dateFormat YYYY-MM-DD section Section A task :a1, 2014-01-01, 30d Another task :after a1 , 20d section Another Task in sec :2014-01-12 , 12d another task : 24d Todo lists You can even write your todo lists in Academic too:\n- [x] Write math example - [x] Write diagram example - [ ] Do something else renders as\n Write math example Write diagram example Do something else Tables Represent your data in tables:\n| First Header | Second Header | | ------------- | ------------- | | Content Cell | Content Cell | | Content Cell | Content Cell | renders as\n First Header Second Header Content Cell Content Cell Content Cell Content Cell Asides Academic supports a Markdown extension for asides, also referred to as notices or hints. By prefixing a paragraph with A\u0026gt;, it will render as an aside. You can enable this feature by adding markup: mmark to your page front matter, or alternatively using the Alert shortcode.\nA\u0026gt; A Markdown aside is useful for displaying notices, hints, or definitions to your readers. renders as\n A Markdown aside is useful for displaying notices, hints, or definitions to your readers.\n Did you find this page helpful? Consider sharing it 🙌 ","date":1562889600,"expirydate":-62135596800,"kind":"page","lang":"en","lastmod":1562889600,"objectID":"07e02bccc368a192a0c76c44918396c3","permalink":"/post/writing-technical-content/","publishdate":"2019-07-12T00:00:00Z","relpermalink":"/post/writing-technical-content/","section":"post","summary":"Academic is designed to give technical content creators a seamless experience. You can focus on the content and Academic handles the rest.\nHighlight your code snippets, take notes on math classes, and draw diagrams from textual representation.\nOn this page, you'll find some examples of the types of technical content that can be rendered with Academic.\nExamples Code Academic supports a Markdown extension for highlighting code syntax. You can enable this feature by toggling the highlight option in your config/_default/params.","tags":null,"title":"Writing technical content in Academic","type":"post"},{"authors":["Yen-Chung Chen*","Keng-Jui Chang*","Yi-Hsuan Tsai","Wei-Chen Chiu"],"categories":null,"content":" Click the Cite button above to demo the feature to enable visitors to import publication metadata into their reference management software. Click the Slides button above to demo Academic\u0026rsquo;s Markdown slides feature. -- ","date":1560470400,"expirydate":-62135596800,"kind":"page","lang":"en","lastmod":1560470400,"objectID":"840747c8a48da2aaeaa6c4c872d87d6e","permalink":"/publication/cvprw19_compression/","publishdate":"2019-06-14T00:00:00Z","relpermalink":"/publication/cvprw19_compression/","section":"publication","summary":"We tackle the problem of reducing compression artifacts. Specifically, we focus on transmitting the residual from the original video, i.e. difference between a compressed video and its corresponding original/uncompressed one, together with the compressed video during video transmission.","tags":null,"title":"Learning Patterns of Latent Residual for Improving Video Compression","type":"publication"},{"authors":["Yen-Chung Chen"],"categories":[],"content":" from IPython.core.display import Image Image('https://www.python.org/static/community_logos/python-logo-master-v3-TM-flattened.png') print(\u0026quot;Welcome to Academic!\u0026quot;) Welcome to Academic! Install Python and Jupyter Install Anaconda which includes Python 3 and Jupyter notebook.\nOtherwise, for advanced users, install Jupyter notebook with pip3 install jupyter.\nCreate a new blog post as usual Run the following commands in your Terminal, substituting \u0026lt;MY_WEBSITE_FOLDER\u0026gt; and my-post with the file path to your Academic website folder and a name for your blog post (without spaces), respectively:\ncd \u0026lt;MY_WEBSITE_FOLDER\u0026gt; hugo new --kind post post/my-post cd \u0026lt;MY_WEBSITE_FOLDER\u0026gt;/content/post/my-post/ Create or upload a Jupyter notebook Run the following command to start Jupyter within your new blog post folder. Then create a new Jupyter notebook (New \u0026gt; Python Notebook) or upload a notebook.\njupyter notebook Convert notebook to Markdown jupyter nbconvert Untitled.ipynb --to markdown --NbConvertApp.output_files_dir=. # Copy the contents of Untitled.md and append it to index.md: cat Untitled.md | tee -a index.md # Remove the temporary file: rm Untitled.md Edit your post metadata Open index.md in your text editor and edit the title etc. in the front matter according to your preference.\nTo set a featured image, place an image named featured into your post\u0026rsquo;s folder.\nFor other tips, such as using math, see the guide on writing content with Academic.\n","date":1549324800,"expirydate":-62135596800,"kind":"page","lang":"en","lastmod":1549324800,"objectID":"6e929dc84ed3ef80467b02e64cd2ed64","permalink":"/post/jupyter/","publishdate":"2019-02-05T00:00:00Z","relpermalink":"/post/jupyter/","section":"post","summary":"Learn how to blog in Academic using Jupyter notebooks","tags":[],"title":"Display Jupyter Notebooks with Academic","type":"post"},{"authors":[],"categories":[],"content":" Welcome to Slides Academic\nFeatures Efficiently write slides in Markdown 3-in-1: Create, Present, and Publish your slides Supports speaker notes Mobile friendly slides Controls Next: Right Arrow or Space Previous: Left Arrow Start: Home Finish: End Overview: Esc Speaker notes: S Fullscreen: F Zoom: Alt + Click PDF Export: E Code Highlighting Inline code: variable\nCode block:\nporridge = \u0026quot;blueberry\u0026quot; if porridge == \u0026quot;blueberry\u0026quot;: print(\u0026quot;Eating...\u0026quot;) Math In-line math: $x + y = z$\nBlock math:\n$$ f\\left( x \\right) = \\;\\frac{{2\\left( {x + 4} \\right)\\left( {x - 4} \\right)}}{{\\left( {x + 4} \\right)\\left( {x + 1} \\right)}} $$\nFragments Make content appear incrementally\n{{% fragment %}} One {{% /fragment %}} {{% fragment %}} **Two** {{% /fragment %}} {{% fragment %}} Three {{% /fragment %}} Press Space to play!\nOne Two Three \nA fragment can accept two optional parameters:\n class: use a custom style (requires definition in custom CSS) weight: sets the order in which a fragment appears Speaker Notes Add speaker notes to your presentation\n{{% speaker_note %}} - Only the speaker can read these notes - Press `S` key to view {{% /speaker_note %}} Press the S key to view the speaker notes!\n Only the speaker can read these notes Press S key to view Themes black: Black background, white text, blue links (default) white: White background, black text, blue links league: Gray background, white text, blue links beige: Beige background, dark text, brown links sky: Blue background, thin dark text, blue links night: Black background, thick white text, orange links serif: Cappuccino background, gray text, brown links simple: White background, black text, blue links solarized: Cream-colored background, dark green text, blue links Custom Slide Customize the slide style and background\n{{\u0026lt; slide background-image=\u0026quot;/img/boards.jpg\u0026quot; \u0026gt;}} {{\u0026lt; slide background-color=\u0026quot;#0000FF\u0026quot; \u0026gt;}} {{\u0026lt; slide class=\u0026quot;my-style\u0026quot; \u0026gt;}} Custom CSS Example Let\u0026rsquo;s make headers navy colored.\nCreate assets/css/reveal_custom.css with:\n.reveal section h1, .reveal section h2, .reveal section h3 { color: navy; } Questions? Ask\nDocumentation\n","date":1549324800,"expirydate":-62135596800,"kind":"page","lang":"en","lastmod":1549324800,"objectID":"0e6de1a61aa83269ff13324f3167c1a9","permalink":"/slides/example/","publishdate":"2019-02-05T00:00:00Z","relpermalink":"/slides/example/","section":"slides","summary":"An introduction to using Academic's Slides feature.","tags":[],"title":"Slides","type":"slides"},{"authors":null,"categories":null,"content":"","date":1461715200,"expirydate":-62135596800,"kind":"page","lang":"en","lastmod":1461715200,"objectID":"d1311ddf745551c9e117aa4bb7e28516","permalink":"/project/external-project/","publishdate":"2016-04-27T00:00:00Z","relpermalink":"/project/external-project/","section":"project","summary":"An example of linking directly to an external project website using `external_link`.","tags":["Demo"],"title":"External Project","type":"project"},{"authors":null,"categories":null,"content":"Lorem ipsum dolor sit amet, consectetur adipiscing elit. Duis posuere tellus ac convallis placerat. Proin tincidunt magna sed ex sollicitudin condimentum. Sed ac faucibus dolor, scelerisque sollicitudin nisi. Cras purus urna, suscipit quis sapien eu, pulvinar tempor diam. Quisque risus orci, mollis id ante sit amet, gravida egestas nisl. Sed ac tempus magna. Proin in dui enim. Donec condimentum, sem id dapibus fringilla, tellus enim condimentum arcu, nec volutpat est felis vel metus. Vestibulum sit amet erat at nulla eleifend gravida.\nNullam vel molestie justo. Curabitur vitae efficitur leo. In hac habitasse platea dictumst. Sed pulvinar mauris dui, eget varius purus congue ac. Nulla euismod, lorem vel elementum dapibus, nunc justo porta mi, sed tempus est est vel tellus. Nam et enim eleifend, laoreet sem sit amet, elementum sem. Morbi ut leo congue, maximus velit ut, finibus arcu. In et libero cursus, rutrum risus non, molestie leo. Nullam congue quam et volutpat malesuada. Sed risus tortor, pulvinar et dictum nec, sodales non mi. Phasellus lacinia commodo laoreet. Nam mollis, erat in feugiat consectetur, purus eros egestas tellus, in auctor urna odio at nibh. Mauris imperdiet nisi ac magna convallis, at rhoncus ligula cursus.\nCras aliquam rhoncus ipsum, in hendrerit nunc mattis vitae. Duis vitae efficitur metus, ac tempus leo. Cras nec fringilla lacus. Quisque sit amet risus at ipsum pharetra commodo. Sed aliquam mauris at consequat eleifend. Praesent porta, augue sed viverra bibendum, neque ante euismod ante, in vehicula justo lorem ac eros. Suspendisse augue libero, venenatis eget tincidunt ut, malesuada at lorem. Donec vitae bibendum arcu. Aenean maximus nulla non pretium iaculis. Quisque imperdiet, nulla in pulvinar aliquet, velit quam ultrices quam, sit amet fringilla leo sem vel nunc. Mauris in lacinia lacus.\nSuspendisse a tincidunt lacus. Curabitur at urna sagittis, dictum ante sit amet, euismod magna. Sed rutrum massa id tortor commodo, vitae elementum turpis tempus. Lorem ipsum dolor sit amet, consectetur adipiscing elit. Aenean purus turpis, venenatis a ullamcorper nec, tincidunt et massa. Integer posuere quam rutrum arcu vehicula imperdiet. Mauris ullamcorper quam vitae purus congue, quis euismod magna eleifend. Vestibulum semper vel augue eget tincidunt. Fusce eget justo sodales, dapibus odio eu, ultrices lorem. Duis condimentum lorem id eros commodo, in facilisis mauris scelerisque. Morbi sed auctor leo. Nullam volutpat a lacus quis pharetra. Nulla congue rutrum magna a ornare.\nAliquam in turpis accumsan, malesuada nibh ut, hendrerit justo. Cum sociis natoque penatibus et magnis dis parturient montes, nascetur ridiculus mus. Quisque sed erat nec justo posuere suscipit. Donec ut efficitur arcu, in malesuada neque. Nunc dignissim nisl massa, id vulputate nunc pretium nec. Quisque eget urna in risus suscipit ultricies. Pellentesque odio odio, tincidunt in eleifend sed, posuere a diam. Nam gravida nisl convallis semper elementum. Morbi vitae felis faucibus, vulputate orci placerat, aliquet nisi. Aliquam erat volutpat. Maecenas sagittis pulvinar purus, sed porta quam laoreet at.\n","date":1461715200,"expirydate":-62135596800,"kind":"page","lang":"en","lastmod":1461715200,"objectID":"8f66d660a9a2edc2d08e68cc30f701f7","permalink":"/project/internal-project/","publishdate":"2016-04-27T00:00:00Z","relpermalink":"/project/internal-project/","section":"project","summary":"An example of using the in-built project page.","tags":["Deep Learning"],"title":"Internal Project","type":"project"},{"authors":["Yen-Chung Chen"],"categories":["Demo"],"content":" Create a free website with Academic using Markdown, Jupyter, or RStudio. Choose a beautiful color theme and build anything with the Page Builder - over 40 widgets, themes, and language packs included!\nCheck out the latest demo of what you\u0026rsquo;ll get in less than 10 minutes, or view the showcase of personal, project, and business sites.\n Setup Academic Get Started View the documentation Ask a question Request a feature or report a bug Updating? View the Update Guide and Release Notes Support development of Academic: Donate a coffee Become a backer on Patreon Decorate your laptop or journal with an Academic sticker Wear the T-shirt Key features:\n Page builder - Create anything with widgets and elements Edit any type of content - Blog posts, publications, talks, slides, projects, and more! Create content in Markdown, Jupyter, or RStudio Plugin System - Fully customizable color and font themes Display Code and Math - Code highlighting and LaTeX math supported Integrations - Google Analytics, Disqus commenting, Maps, Contact Forms, and more! Beautiful Site - Simple and refreshing one page design Industry-Leading SEO - Help get your website found on search engines and social media Media Galleries - Display your images and videos with captions in a customizable gallery Mobile Friendly - Look amazing on every screen with a mobile friendly version of your site Multi-language - 15+ language packs including English, 中文, and Português Multi-user - Each author gets their own profile page Privacy Pack - Assists with GDPR Stand Out - Bring your site to life with animation, parallax backgrounds, and scroll effects One-Click Deployment - No servers. No databases. Only files. Color Themes Academic comes with day (light) and night (dark) mode built-in. Click the sun/moon icon in the top right of the Demo to see it in action!\nChoose a stunning color and font theme for your site. Themes are fully customizable and include:\n Ecosystem Academic Admin: An admin tool to import publications from BibTeX or import assets for an offline site Academic Scripts: Scripts to help migrate content to new versions of Academic Install You can choose from one of the following four methods to install:\n one-click install using your web browser (recommended) install on your computer using Git with the Command Prompt/Terminal app install on your computer by downloading the ZIP files install on your computer with RStudio Then personalize and deploy your new site.\nUpdating View the Update Guide.\nFeel free to star the project on Github to help keep track of updates.\nLicense Copyright 2016-present George Cushen.\nReleased under the MIT license.\n","date":1461110400,"expirydate":-62135596800,"kind":"page","lang":"en","lastmod":1555459200,"objectID":"279b9966ca9cf3121ce924dca452bb1c","permalink":"/post/getting-started/","publishdate":"2016-04-20T00:00:00Z","relpermalink":"/post/getting-started/","section":"post","summary":"Create a beautifully simple website in under 10 minutes.","tags":["Academic"],"title":"Academic: the website builder for Hugo","type":"post"}]