najib-haq Goto Github PK

A little bit about me first. I am a graduate student with a passion for Deep Learning research and competitions. I have participated in IEEE VIPCUP and SPCUP as well as in Kaggle competitions where I have the rank of Competitions Master. Most of my experience is in Computer Vision and Multi-Modal applications but I am not one to shy away from other domains. Currently looking for exciting projects to be a part of! Gaining experience and contributing are my primary goals.

• Leveraging Generative Language Models for Weakly Supervised SentenceComponent Analysis in Video-Language Joint Learning (Accepted at CVPRW 2024)
• Forward Diffusion Guided Reconstruction as a Multi-Modal Multi-Task Learning Scheme (ICIP 2023)
• ArtiFact: A Large-Scale Dataset with Artificial and Factual Images for Generalizable and Robust Synthetic Image Detection (ICIP 2023)
• Detecting anomalies from liquid transfer videos in automated laboratory setting (Frontiers in Molecular Biosciences)
• Syn-Att: Synthetic Speech Attribution via Semi-Supervised Unknown Multi-Class Ensemble of CNNs

• Received the Kaggle Community Competition Creator Prize (This was a very different experience due to winning as a competition organizer instead of a participant 🧐)
• Ranked 1st on LB in IEEE VIP CUP 2022: Synthetic Image Detection Challenge at ICIP 2022
• Ranked 1st in IEEE Signal Processing Cup 2022: Synthetic Speech Attribution at ICASSP 2022
• Ranked 1st (jointly) in KaggleDays x ZbyHP Championship Meetup in Shanghai at HP
• Ranked 1st in Deep Chimpact: Depth Estimation for Wildlife Conservation at DataDriven
• Ranked 1st on LB (test1) in IEEE VIP CUP 2021: Privacy-Preserving In-Bed Human Pose Estimation at ICIP 2021
• Ranked 1st at DhakaAI - Traffic Detection in Dhaka at GreenUni.
• Ranked 1st (student-team) & 4th (global-rank) in SIIM-FISABIO-RSNA COVID-19 Detection and Localization from Chest X-ray at Kaggle
• Ranked 2nd in IEEE VIP CUP 2020 - Real-time vehicle detection and tracking at using fisheye camera at ICIP 2020
• Won Silver Medal at NFL 1st Place and Future - Detect helmet impacts in videos of NFL plays at Kaggle
• Won Silver Medal at BirdCLEF 2021 - Identify bird calls in soundscape recordings at Kaggle
• Won Silver Medal at VinBigData - Chest X-ray Abnormalities Detection at Kaggle
• Won Silver Medal at Global Wheat Detection at Kaggle
• Won Bronze Medal at Cassava Leaf Disease Classification at Kaggle
• Won Bronze Medal at Shopee - Determine if two products are the same by their images at Kaggle