Jinbae Im

5 papers · 2021–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14)

Venues

ACL (3) AAAI (1) CVPR (1)

Top co-authors

JeongYeon Nam (2) Hyunsouk Cho (1) Sua Lee (1) Sehee Chung (1) Moonki Kim (1) Hyungmin Lee (1) Nokyung Park (1) Wonjae Kim (1) Sanghee Park (1) Seunghyun Park (1)

Research topics

Artificial Intelligence (3) Deep Learning (3) Core AI · Artificial Intelligence (3) Computer Vision (2) Natural Language Processing (1) Analysis (1) Architectures (1) Core AI · Computer Vision (1) Generation (1) Learning Types (1) Models (1) Optimization & Theory (1)

Keywords

multimodal learning (2) multimodal large language model (2) benchmark evaluation (1) multi-task learning (1) object detection (1) self-supervised learning (1) opinion summarization (1) scene graph generation (1) error detection (1) vision-language model (1) error correction (1) bias metric (1) automatic evaluation (1) relation graph (1) gradient attribution (1) gradient-based attribution (1) reasoning enhancement (1) misalignment detection (1) error refinement (1) text encoder-decoder (1)

Papers

MM-JudgeBias: A Benchmark for Evaluating Compositional Biases in MLLM-as-a-Judge ACL 2026 Extract Free Dense Misalignment from CLIP AAAI 2025 MMRefine: Unveiling the Obstacles to Robust Refinement in Multimodal Large Language Models ACL 2025 EGTR: Extracting Graph from Transformer for Scene Graph Generation CVPR 2024 Self-Supervised Multimodal Opinion Summarization ACL 2021