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Junho Kim

48 papers · 2020–2026 · 10 conferences · across top CS/AI conferences

Achievements

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+10 more ↓ πŸƒ Academic Marathon (5) 🌍 Conference Polyglot (9) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (7)
🐝 Cross-Pollinator (7) 🌈 Renaissance Researcher (9) πŸ—ΊοΈ Taxonomy Completionist (103) 🀝 Dynamic Duo (14) ⚑ Prolific Year (11) πŸ”₯ Unstoppable (6) ❓ The Questioner πŸ’Ž Century Club (47) πŸ—ƒοΈ Keyword Collector (216) πŸ“ˆ Trend Setter

Conferences

CVPR (9) EMNLP (9) ICCV (9) ACL (5) ICLR (5) ECCV (4) NIPS (3) WACV (2) AAAI (1) MIDL (1)

Top co-authors

SangKeun Lee (14) Young Min Kim (11) Jun-Hyung Park (10) Yunjey Choi (7) Yong Man Ro (7) Mingyu Lee (7) Yeachan Kim (5) Hyunsu Kim (5) Gayoung Lee (4) Joon-Young Choi (4)

Keywords

large language model (4) model compression (4) language model (4) self-supervised learning (4) representation learning (3) diffusion model (3) knowledge distillation (3) domain adaptation (3) scene understanding (3) adversarial robustness (3) event camera (3) text-to-image generation (3) adversarial attack (2) causal inference (2) generative model (2) dynamic routing (2) test-time adaptation (2) pose estimation (2) curriculum learning (2) object recognition (2)

Papers

No Evidence of Disease: Clinically-Risky Adversarial Chest CT Report Generation MIDL 2026 Connecting the Knowledge Dots: Retrieval-augmented Knowledge Connection for Commonsense Reasoning EMNLP 2025 β€œGoing to a trap house” conveys more fear than β€œGoing to a mall”: Benchmarking Emotion Context Sensitivity for LLMs EMNLP 2025 Incorporating Domain Knowledge into Materials Tokenization ACL 2025 StyleKeeper: Prevent Content Leakage using Negative Visual Query Guidance ICCV 2025 Learning 3D Scene Analogies with Neural Contextual Scene Maps ICCV 2025 CapeLLM: Support-Free Category-Agnostic Pose Estimation with Multimodal Large Language Models ICCV 2025 Enhancing Creative Generation on Stable Diffusion-based Models CVPR 2025 SALOVA: Segment-Augmented Long Video Assistant for Targeted Retrieval and Routing in Long-Form Video Analysis CVPR 2025 Let 2D Diffusion Model Know 3D-Consistency for Robust Text-to-3D Generation ICLR 2024 Direct Unlearning Optimization for Robust and Safe Text-to-Image Models NIPS 2024 MELT: Materials-aware Continued Pre-training for Language Model Adaptation to Materials Science EMNLP 2024 What if...?: Thinking Counterfactual Keywords Helps to Mitigate Hallucination in Large Multi-modal Models EMNLP 2024 Mentor-KD: Making Small Language Models Better Multi-step Reasoners EMNLP 2024 CODE: Contrasting Self-generated Description to Combat Hallucination in Large Multi-modal Models NIPS 2024 Towards Robust and Generalized Parameter-Efficient Fine-Tuning for Noisy Label Learning ACL 2024 Coconut: Contextualized Commonsense Unified Transformers for Graph-Based Commonsense Augmentation of Language Models ACL 2024 Fully Geometric Panoramic Localization CVPR 2024 Calibrating Panoramic Depth Estimation for Practical Localization and Mapping ICCV 2023 Dynamic Structure Pruning for Compressing CNNs AAAI 2023 Client-Customized Adaptation for Parameter-Efficient Federated Learning ACL 2023 Diffusion Video Autoencoders: Toward Temporally Consistent Face Video Editing via Disentangled Video Encoding CVPR 2023 Demystifying Causal Features on Adversarial Examples and Causal Inoculation for Robust Network by Adversarial Instrumental Variable Regression CVPR 2023 SMoP: Towards Efficient and Effective Prompt Tuning with Sparse Mixture-of-Prompts EMNLP 2023 Leap-of-Thought: Accelerating Transformers via Dynamic Token Routing EMNLP 2023 LDL: Line Distance Functions for Panoramic Localization ICCV 2023 Mitigating Adversarial Vulnerability through Causal Parameter Estimation by Adversarial Double Machine Learning ICCV 2023 Learning Input-agnostic Manipulation Directions in StyleGAN with Text Guidance ICLR 2023 Rarity Score : A New Metric to Evaluate the Uncommonness of Synthesized Images ICLR 2023 Ev-NeRF: Event Based Neural Radiance Field WACV 2023 CPO: Change Robust Panorama to Point Cloud Localization ECCV 2022 Ev-TTA: Test-Time Adaptation for Event-Based Object Recognition CVPR 2022 Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking EMNLP 2022 Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks ICLR 2022 Self-Supervised Domain Adaptation for Visual Navigation With Global Map Consistency WACV 2022 Tutoring Helps Students Learn Better: Improving Knowledge Distillation for BERT with Tutor Network EMNLP 2022 MoDA: Map Style Transfer for Self-Supervised Domain Adaptation of Embodied Agents ECCV 2022 Generator Knows What Discriminator Should Learn in Unconditional GANs ECCV 2022 Learning from Missing Relations: Contrastive Learning with Commonsense Knowledge Graphs for Commonsense Inference ACL 2022 Masking Adversarial Damage: Finding Adversarial Saliency for Robust and Sparse Network CVPR 2022 Feature Statistics Mixing Regularization for Generative Adversarial Networks CVPR 2022 Exploiting Spatial Dimensions of Latent in GAN for Real-Time Image Editing CVPR 2021 N-ImageNet: Towards Robust, Fine-Grained Object Recognition With Event Cameras ICCV 2021 CTRL-C: Camera Calibration TRansformer With Line-Classification ICCV 2021 PICCOLO: Point Cloud-Centric Omnidirectional Localization ICCV 2021 Distilling Robust and Non-Robust Features in Adversarial Examples by Information Bottleneck NIPS 2021 U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation ICLR 2020 Neural Geometric Parser for Single Image Camera Calibration ECCV 2020