MLV Lab (@MLVLab) header
MLV Lab (@MLVLab) profile picture
Joined March 2023
Huge congratulations to all our co-authors! 🎉 Six papers (5 main, 1 dataset) from MLV have been accepted to NeurIPS 2026! Check out our papers: mlv.korea.ac.kr/publications
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We are presenting our work, “VideoSearch-R1: Iterative Video Retrieval and Reasoning via Soft Query Refinement,” at ECCV 2026 in Malmö! Time: Sep 10, 2026 • 4:30 PM – 6:30 PM CEST Location: Poster Session 2, ExHall, Poster #222 mlvlab.github.io/VideoSearch…
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We are presenting our work, “Context Blindness in DPO: Mitigating Object Hallucination in MLLMs via Context-Calibrated Preference Optimization,” at ECCV 2026 in Malmö! Time: Sep 10, 2026 • 10:30 AM – 12:30 PM Poster Session 1, ExHall, Poster #467 arxiv.org/abs/2608.12158
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We are presenting our work, “F⁴Splat: Feed-Forward Predictive Densification for Feed-Forward 3D Gaussian Splatting,” at ECCV 2026 in Malmö! Time: Sep 10, 2026 • 10:30 AM – 12:30 PM Location: Poster Session 1, ExHall, Poster #240 Project Page : mlvlab.github.io/F4Splat
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We are presenting our work, “SVMemAgent: A Streaming Video Memory Agent for Query-Agnostic Online Frame Selection,” at the Wearables AI Workshop at ECCV 2026 in Malmö! Time: Sep 9, 2026 • 1:00 PM CEST Location: Malmö Arena Sportbaren We look forward to seeing you there!
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We are presenting our work, “MoE-GRPO: Optimizing Mixture-of-Experts via Reinforcement Learning in Vision-Language Models” at CVPR 2026 in Denver! Time: Jun 6, 2026 • 11:45 AM – 1:45 PM Location: Poster Session 3, Hall F Paper: arxiv.org/abs/2603.24984
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We are presenting our work, “RegFormer: Transferable Relational Grounding for Efficient Weakly-Supervised Human-Object Interaction Detection” at CVPR 2026 in Denver! Time: Jun 5, 2026 • 4:00 PM – 6:00 PM Location: Poster Session 2, Hall A-F Paper: arxiv.org/abs/2604.00507
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We are presenting our work, “DocPrune: Efficient Document Question Answering via Background, Question, and Comprehension-aware Token Pruning” at CVPR 2026 in Denver! Time: Jun 5, 2026 • 10:45 AM – 12:45 PM Location: Poster Session 1, Hall A-F Paper: arxiv.org/abs/2604.22281
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We are presenting our work, “SPRINT: Sparse-Dense Residual Fusion for Efficient Diffusion Transformers” at ICLR 2026 in Brazil! Time: Sat, Apr 25, 2026 • 3:15 PM – 5:45 PM Location: Pavilion 4 P4-3017 Paper: arxiv.org/abs/2510.21986 #ICLR2026 #Efficient #DiT #DiffusionModels
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We are presenting our work, “Error as Signal: Stiffness-Aware Diffusion Sampling via Embedded Runge-Kutta Guidance” in Brazil, ICLR’26! Time: 4/23(Thu), 10:30 AM – 1:00 PM Location: Pavilion 4 P4-#3006 Paper: arxiv.org/abs/2603.03692 Video: youtu.be/E9i53cSxqDQ #ICLR2026
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Huge congrats to all co-authors! Three papers from MLV got accepted to CVPR 2026! Please visit our homepage to take a closer look. mlv.korea.ac.kr/publications
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