<!DOCTYPE html> <html> <head> <title> Annotated Papers </title> <link crossorigin="anonymous" href="https://stackpath.bootstrapcdn.com/bootstrap/4.5.2/css/bootstrap.min.css" integrity="sha384-JcKb8q3iqJ61gNV9KGb8thSsNjpSL0n8PARn9HuZOnIxN0hoP+VmmDGMN5t9UJ0Z" rel="stylesheet"> </head> <body> <div class="jumbotron jumbotron-fluid text-white text-center" style="background-color: #aaa"> <div class="container"> <p class="lead"> Highlights may not show up in some pdf viewers like Weava Highlighter, please use a different pdf viewer if it happens </p> </div> </div> <div class="container"> <div class="row justify-content-start"> <div class="col"> <div class="card text-center" style="width: 18rem;"> <img alt="..." class="card-img-top" src="images/5.jpg"> <div class="card-body"> <h5 class="card-title"> Grad-CAM </h5> <p class="card-text"> Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization </p> <div class="container"> <div class="row"> <div class="col"> <a class="btn btn-primary" href="papers/Grad-CAM.pdf" target="_blank"> Paper </a> </div> <div class="col"> <a class="btn btn-primary" href="https://www.youtube.com/watch?v=xGZfAoh0xKs" target="_blank"> Video </a> </div> </div> </div> </div> </div> </div> <div class="col"> <div class="card text-center" style="width: 18rem;"> <img alt="..." class="card-img-top" src="images/4.jpg"> <div class="card-body"> <h5 class="card-title"> Momentum Contrastive Learning </h5> <p class="card-text"> Momentum Contrast for Unsupervised Visual Representation Learning </p> <div class="container"> <div class="row"> <div class="col"> <a class="btn btn-primary" href="papers/moco.pdf" target="_blank"> Paper </a> </div> <div class="col"> <a class="btn btn-primary" href="https://medium.com/analytics-vidhya/simclr-with-less-computational-constraints-moco-v2-in-pytorch-3d8f3a8f8bf2" target="_blank"> Blog </a> </div> </div> </div> </div> </div> </div> <div class="col"> <div class="card text-center" style="width: 18rem;"> <img alt="..." class="card-img-top" src="images/3.jpg"> <div class="card-body"> <h5 class="card-title"> PCL </h5> <p class="card-text"> Prototypical Contrastive Learning of Unsupervised Representations </p> <div class="container"> <div class="row"> <div class="col"> <a class="btn btn-primary" href="papers/PCL.pdf" target="_blank"> Paper </a> </div> </div> </div> </div> </div> </div> </div> <div class="row justify-content-start"> <div class="col"> <div class="card text-center" style="width: 18rem;"> <img alt="..." class="card-img-top" src="images/2.jpg"> <div class="card-body"> <h5 class="card-title"> BabyWalk </h5> <p class="card-text"> Going Farther in Vision-and-Language Navigation by Taking Baby Steps </p> <div class="container"> <div class="row"> <div class="col"> <a class="btn btn-primary" href="papers/babywalk.pdf" target="_blank"> Paper </a> </div> </div> </div> </div> </div> </div> <div class="col"> <div class="card text-center" style="width: 18rem;"> <img alt="..." class="card-img-top" src="images/1.jpg"> <div class="card-body"> <h5 class="card-title"> Multi Head Contrastive Learning </h5> <p class="card-text"> What should not be Contrastive in Contrastive Learning </p> <div class="container"> <div class="row"> <div class="col"> <a class="btn btn-primary" href="papers/multi_head_cl.pdf" target="_blank"> Paper </a> </div> </div> </div> </div> </div> </div> <div class="col"> <div class="card text-center" style="width: 18rem;"> <img alt="..." class="card-img-top" src="images/0.jpg"> <div class="card-body"> <h5 class="card-title"> SimCLR </h5> <p class="card-text"> A Simple Framework for Contrastive Learning of Visual Representations </p> <div class="container"> <div class="row"> <div class="col"> <a class="btn btn-primary" href="papers/simclr.pdf" target="_blank"> Paper </a> </div> <div class="col"> <a class="btn btn-primary" href="https://medium.com/analytics-vidhya/understanding-simclr-a-simple-framework-for-contrastive-learning-of-visual-representations-d544a9003f3c" target="_blank"> Blog </a> </div> </div> </div> </div> </div> </div> </div> </div> <script crossorigin="anonymous" integrity="sha384-DfXdz2htPH0lsSSs5nCTpuj/zy4C+OGpamoFVy38MVBnE+IbbVYUew+OrCXaRkfj" src="https://code.jquery.com/jquery-3.5.1.slim.min.js"> </script> <script crossorigin="anonymous" integrity="sha384-9/reFTGAW83EW2RDu2S0VKaIzap3H66lZH81PoYlFhbGU+6BZp6G7niu735Sk7lN" src="https://cdn.jsdelivr.net/npm/popper.js@1.16.1/dist/umd/popper.min.js"> </script> <script crossorigin="anonymous" integrity="sha384-B4gt1jrGC7Jh4AgTPSdUtOBvfO8shuf57BaghqFfPlYxofvL8/KUEfYiJOMMV+rV" src="https://stackpath.bootstrapcdn.com/bootstrap/4.5.2/js/bootstrap.min.js"> </script> </body> </html>