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dhk1349/README.md

Donghoon Han

Deep Learning Engineer — multimodal modeling & efficient LLM inference.


About

Researcher-leaning DL engineer working at the intersection of vision–language models and LLM inference efficiency. Currently focused on KV cache compression and long-context handling.

  • Interests: Vision & Language, multimodal foundation models, LLMs, efficient inference

News

  • Working on multimodal modeling for foundation-scale VLMs
  • Working on KV cache compression for efficient long-context LLM inference

Tech

Python PyTorch Hugging Face CUDA Linux Docker

Connect

LinkedIn Google Scholar Blog Email

Popular repositories Loading

  1. seg-dinov2 seg-dinov2 Public

    Fine-tuning dino v2 for semantic segmentation task on MSCOCO.

    Python 32 1

  2. MERLIN_text_to_video_search MERLIN_text_to_video_search Public

    [EMNLP 2024 Industry track] MERLIN : Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline

    Python 14 3

  3. HL-CLIP HL-CLIP Public

    [CVPRW 2024] Unleash the Potential of CLIP for Video Highlight Detection

    Python 6

  4. MixNeRF MixNeRF Public

    Forked from shawn615/MixNeRF

    [CVPR2023] MixNeRF: Modeling a Ray with Mixture Density for Novel View Synthesis from Sparse Inputs

    Python 1

  5. depth-dinov2 depth-dinov2 Public

    Tuning linear layer using DINO v2 as backbone on monocular depth estimation task.

    1

  6. Deep-Learning Deep-Learning Public

    Study on Deep learning

    Jupyter Notebook