Sungik Choi

Deep Learning (6) Machine Learning (6) Core Methods (5) Learning Types · Machine Learning (5) Computer Vision (4) Analysis (3) Models (3) Artificial Intelligence (2) Core AI (2) Learning Types · Deep Learning (2) Optimization & Theory (2) Application Areas (1) Architectures (1) Generation (1)

out-of-distribution detection (3) representation learning (2) novelty detection (2) diffusion model (2) knowledge distillation (1) data augmentation (1) image generation (1) ai-generated image detection (1) transfer learning (1) reconstruction error (1) unsupervised representation learning (1) mutual information (1) neural collapse (1) variational autoencoder (1) vision-language model (1) multimodal learning (1) zero-shot transfer (1) multimodal representation (1) online learning (1) continual learning (1)