• 👋 Hi, I’m ParitoshParmar

• 👀 I’m interested in Computer Vision, especially, Video Understanding

• ✨ My latest projects:

  • CausalChaos! Dataset for Causal Video Question Answering [NeurIPS 2024] [Dataset, Code]
  • NeuroSymbolic Approach for Action Quality Assessment [🏆 CVPR 2024 CVSports Best Paper Award] [Code] [Demo]
  • Fine-grained Exercise Action Quality Assessment: Novel Domain Knowledge-Informed Self-Supervised Pose-Motion Contrastive Approaches for Fine-grained Action Quality Assessment (can be used for Diving as well!) + Fitness-AQA dataset
  • Multimodal Piano Skills Assessment: Audio CNN + Video CNN + Multimodal CNN Approaches for Piano Skills Assessment + Multimodal Dataset for Piano Skills Assessment
  • Novel Test Benchmark for Truer Video Understanding: Novel Challenging Video Understanding Dataset -- Win-Fail Action Understanding dataset + In-Depth Analysis of various Video Understanding baseline models
  • Multitask Action Quality Assessment: Levaraging Fine-grained, Detailed Action Description Generation and Fine-grained Action Recognition to Improve Performance on Action Quality Assessment + Better Generalization from Diving to Gymnastic Vault + Largest Multilabel Diving AQA Dataset