Publications
Research papers

*: equal contribution  ·  †: corresponding author  ·  C: conference  ·  W: workshop  ·  P: preprint

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Conference Papers
  • C8 DR3D
    Dense Reward for Multi-View 3D Reasoning with Global Maps and Local Views
    Jiho Choi*, Seonho Lee*, Seojeong Park, Hyunjung Shim†
    Multi-View 3D Reasoning · Reinforcement Learning
  • C7 Perceptual Judge
    Mitigating Perceptual Judgment Bias in Multimodal LLM-as-a-Judge via Perceptual Perturbation and Reward Modeling
    Seojeong Park*, Jiho Choi*, Junyong Kang, Seonho Lee, Jaeyo Shin, Hyunjung Shim†
    MLLM-as-a-Judge · Reward Modeling
  • C6 NegToMe
    What "Not" to Detect: Improving Object Detection under Negation via Reasoning and Token Merging
    Inha Kang, Youngsun Lim, Seonho Lee, Jiho Choi, Junsuk Choi†, Hyunjung Shim†
    Described Object Detection under Negation
  • C5 3D-Aware VLM
    3D-Aware Vision-Language Models Fine-Tuning with Geometric Distillation
    Seonho Lee*, Jiho Choi*, Inha Kang, Jiwook Kim, Junsung Park, Hyunjung Shim†
    3D-Aware VLM Finetuning
  • C4 PartCATSeg
    Fine-Grained Image-Text Correspondence with Cost Aggregation for Open-Vocabulary Part Segmentation
    Jiho Choi*, Seonho Lee*, Seungho Lee, Minhyun Lee, Hyunjung Shim†
    Open-Vocabulary Part Segmentation
  • C3 ScribbleDiff
    Scribble-Guided Diffusion for Training-free Text-to-Image Generation
    Seonho Lee*, Jiho Choi*, Seohyun Lim, Jiwook Kim, Hyunjung Shim†
    Conditional Image Generation
  • C2 DreamCatalyst
    DreamCatalyst: Fast and High-Quality 3D Editing via Controlling Editability and Identity Preservation
    Jiwook Kim*, Seonho Lee*, Jaeyo Shin, Jiho Choi, Hyunjung Shim†
    3D Editing · Score Distillation
  • C1 PartCLIPSeg
    Understanding Multi-Granularity for Open-Vocabulary Part Segmentation
    Jiho Choi*, Seonho Lee*, Seungho Lee, Minhyun Lee, Hyunjung Shim†
    Open-Vocabulary Part Segmentation
Workshop Papers
  • W3 Perceptual Judge Workshop
    Mitigating Perceptual Judgment Bias in Multimodal LLM-as-a-Judge for Mathematical and Scientific Reasoning Evaluation
    Seojeong Park*, Jiho Choi*, Junyong Kang, Seonho Lee, Jaeyo Shin, Hyunjung Shim†
    MLLM-as-a-Judge · Reward Modeling
  • W2 CoVAND
    Grounding the "Not": Symbolic Representation of Negation for Logical Reasoning in VLMs
    Inha Kang, Seonho Lee, Jiho Choi, Junsuk Choi†, Hyunjung Shim†
    Negation Understanding · Affirmative Bias
  • W1 PartCLIPSeg Workshop
    PartCLIPSeg: Technical Report for CVPR 2024 VPLOW Open Vocabulary Part Segmentation Challenge
    Jiho Choi*, Seonho Lee*, Seojeong Park, Hyunjung Shim†
    Open-Vocabulary Part Segmentation · 2nd Place (Track 1 & 2)
Preprints
  • P1 WaymoQA
    WaymoQA: A Multi-View Visual Question Answering Dataset for Safety-Critical Reasoning in Autonomous Driving
    Seungjun Yu, Seonho Lee, Namho Kim, Jaeyo Shin, Junsung Park, Wonjeong Ryu, Raehyuk Jung, Hyunjung Shim†
    Visual Question Answering · Safety-Critical Reasoning
    Under Review Preprint Code GitHub Stars