Posts

• Mar 29, 2021 papers  nlp  transformers  Most of the Recent Advancements in Transformers are Useless Most of recent Transformer Modifications Fail To Transfer Across Implementations and Applications

• Mar 24, 2021 papers  cv  New DALL-E? Paint by Word Image editing by painting a mask and specifying any text description to guide the image generation. TL;DR: Just train a StyleGAN / BigGAN generator and then, to edit an image region, just optimize the masked latent code using pretrained CLIP as a loss.

• Mar 23, 2021 papers  cv  How to easily edit and compose images using GANs like in Photoshop Using StyleGAN latent space regression to analyze and create image collages with GANs.

• Mar 15, 2021 papers  cv  You don't need EfficientNets. Simple tricks make ResNets better and faster than EfficientNets Revisiting ResNets: Improved Training and Scaling Strategies. New family of architectures - ResNet-RS.

• Feb 5, 2021 kaggle  cv  Winning solution for Kaggle challenge: Lyft Motion Prediction for Autonomous Vehicles Competition 3rd Place Solution: Agents’ future motion prediction with CNN + Set Transformer.

• Aug 1, 2020 papers  cv  Multi-Animal Linear model (SMAL): Modeling the 3D Shape and Pose of Animals “3D Menagerie: Modeling the 3D Shape and Pose of Animal”, Zuffi et al, CVPR 2017.

• Apr 20, 2020 leetcode  algorithms  A Container for Insert, Delete and GetRandom in O(1) Time I have encountered a curious problem at leetcode. You need to come up with a data structure that supports insertion, removing and retrieving a uniformly random element in average O(1) time. This problem is interesting because it shows how one can design data structures with amortized constant time complexity.

• Apr 20, 2020 leetcode  algorithms  Binary Tree Right Side View Imagine yourself standing on the right side of it. Now return the values of the nodes you can see ordered from top to bottom.