IMGUR is restricted at network level not at the system level. So, it will work with my private wifi but will not work when I connect to my office network either directly or through VPN for my office network.
Update: Now able to see the images from @shantanu bro after installing the Chrome extension.. But the page loading is slow.. I have to see if this will create any problems when I connect to my office network.