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PhD Researcher in Artificial Intelligence and Computer Vision advised by Prof. Radu Timofte. My current research interests include neural networks, low-level computer vision and photorealism. Kaggle Grandmaster at H2O.ai

Only one who devotes himself to a cause with his whole strength and soul can be a true master. For this reason mastery demands all of a person. Albert Einstein

Marcos V. Conde's Projects

aisp icon aisp

AI Image SIgnal Processing and Computational Photography - Bokeh Rendering , Reversed ISP Challenge, Model-Based Image Signal Processors via Learnable Dictionaries. Official repo for NTIRE and AIM Challenges

commonlit-readability-nlp icon commonlit-readability-nlp

CommonLit Readability Prize 2021. NLP competition hosted at Kaggle: https://www.kaggle.com/c/commonlitreadabilityprize/. Rate the complexity of literary passages for grades 3-12 classroom use

instructir icon instructir

InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR

kuzushiji-recognition icon kuzushiji-recognition

Kuzushiji Recognition Kaggle 2019. Build a DL model to transcribe ancient Kuzushiji into contemporary Japanese characters. Opening the door to a thousand years of Japanese culture.

mapfe4mp icon mapfe4mp

Official repository for Efficient Goal-based Vehicle Motion Prediction baselines. Presented at CVPR and ICRA Workshops 2022, and ITSC conference 2022.

nilut icon nilut

[AAAI 2024] NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement. Project Website https://mv-lab.github.io/nilut/

rsna-ai-challenge2019 icon rsna-ai-challenge2019

RSNA Intracranial Hemorrhage Detection. The challenge is to build an algorithm to detect acute intracranial hemorrhage and its subtypes. The Dataset provided by the Radiological Society of North America (RSNA) and MD.ai.

squanchy-pl icon squanchy-pl

Squanchy is a brand new, easy to learn, general purpose, multi-paradigm, compiled programming language. The language is written from scratch (it includes an integrated lexer, parser, code generator etc). I tried to put together Python and Haskell (or at least the main features from both) in Squanchy. In other words you can use it as a scripting language, can do maths (calculus, matrix ...) due to its functional side, work with data ...

swin-transformer icon swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

swin2sr icon swin2sr

Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 3.3M runs https://replicate.com/mv-lab/swin2sr

videoai-speedrun icon videoai-speedrun

VQA & VSR Efficiency and Runtime Evaluation -- AIS 2024 Workshop @ CVPR

vit-fgvc8 icon vit-fgvc8

"Exploring Vision Transformers for Fine-grained Classification" at CVPRW FGVC8

youtube8m-19 icon youtube8m-19

Google Research 3rd YouTube-8M Video Understanding Challenge 2019. Temporal localization of topics within video. International Conference on Computer Vision (ICCV) 2019.

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