Sungha Choi

Efficient Reasoning · Latent Reasoning · LLM efficiency · KV cache compression · Multimodal Embedding · Retrieval · Long-Context Understanding · Agentic AI · Agentic RAG · Agentic Memory · Efficient Model · Long-Video Understanding · Online Video Understanding · Video-Language Models · Multimodal Large Language Models · Parameter-Efficient Fine-Tuning · Test-Time Adaptation · Domain Generalization · Domain Adaptation · Self-Supervised Learning · Continual Learning · Urban-Scene Segmentation · Semantic Segmentation