MLV Lab @MLVLab

Congrats again! 🎉 One of our ICCV 2025 papers was selected as a Highlight! Big shoutout to the team “Bidirectional Likelihood Estimation with Multi-Modal LLMs for Text-Video Retrieval” @godohwan @so0zip @metaai #ICCV2025 #HighlightPaper #MLV #Multimodal #TextVideoRetrieval

Huge congrats to all co-authors! Two papers from MLV got accepted to ICCV 25! Please visit our homepage to take a closer look. hyunwoojkim.com/home @godohwan @so0zip @JoonMyungChoi @sanghyeok__Lee #ICCV2025

We are proud to share that Seunghun Lee successfully delivered an oral presentation of "Latent Bayesian Optimization via Autoregressive Normalizing Flows" at ICLR 2025! Congrats on this great achievement! Paper: arxiv.org/pdf/2504.14889 Github: github.com/mlvlab/NFBO #ICLR2025

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Huge congrats! Our paper got accepted to CVPR’25. EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality Sanghyeok Lee, Joonmyung Choi, Hyunwoo J. Kim* Paper: arxiv.org/pdf/2411.15241 Github: github.com/mlvlab/Efficie… #CVPR25 #Mamba

We are presenting our work, “VidChain: Chain-of-Tasks with Metric-based Direct Preference Optimization for Dense Video Captioning” in Philadelphia, AAAI’24! Time:2/27 (Thu.) 12:30 - 14:30 Location: Hall E, West Building PosterID: 8542 Paper: arxiv.org/pdf/2501.06761 #AAAI2025

We are presenting our work, “Super-class guided Transformer for Zero-Shot Attribute Classification” in Philadelphia, AAAI’24! Time: 3/1 (Sat.) 12:30 - 14:30 Location: Hall E of the West Building PosterID: 7611 Paper: arxiv.org/pdf/2501.06761 #AAAI2025

We are presenting our work "Inversion-based Latent Bayesian Optimization" in Vancouver, NeurIPS'24! Time: 12/11 (Wed) 11 am - 2 pm PST Location: West Ballroom A-D Poster ID: 6205 Paper: arxiv.org/pdf/2411.05330… Video: youtu.be/I7qxl0VsaIQ?si… #NeurIPS2024 #BayesianOptimization

We are presenting our work "LLaMo: Large Language Model-based Molecular Graph Assistant" in Vancouver, NeurIPS'24! Time: 12/11 (Wed) 4:30pm - 7:30pm PST Location: East Exhibit Hall A-C Poster ID: 1002 Paper: arxiv.org/pdf/2411.00871 Video: youtu.be/lRhJkl3FFiE?si… #NeurIPS2024

We are presenting our work "Constant Acceleration Flow" in Vancouver, NeurIPS'24! Time: 12/11 (Wed) 4:30pm - 7:30pm PST Location: East Exhibit Hall A-C Poster ID: 1603 Paper: arxiv.org/pdf/2411.00322 Video: youtu.be/tbwXdL13oKs?si… See you soon! #NeurIPS2024 #GenerativeAI

We are sharing our ECCV'24 Oral paper "DAVI." Paper: arxiv.org/pdf/2407.16125 Video: youtu.be/MT6T4D_6h5w?fe… We will present our paper on 10/3. Oral Presentation: 1:30 pm, Oral session 6A, Gold Room Poster Presentation: 4:30 pm, Poster Location 162 #ECCV2024 #generativemodel

Huge congrats to all co-authors! Four papers from MLV got accepted to NeurIPS’24! See you soon in Vancouver! @parkjiny777, @Miso__Choi, @jinyoung_0121, @dogyunPark, @Jwon_chu #NeurIPS24

[ECCV 2024 Oral] We are thrilled to announce that our paper, "Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems," has been accepted as an oral presentation at ECCV 2024! Congrats to all authors! @sojinlee525 @dogyunPark #ECCV2024

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We are presenting our work "Stochastic Conditional Diffusion Models for Robust Semantic Image Synthesis" at Messe Wien Exhibition Congress Center, ICML'24! Time: Wed 24 Jul 1:30 p.m. CEST — 3 p.m. CEST Location: Hall C 4-9 Poster ID: 513 See you soon! #ICML2024 #ICML

We are presenting our work "Retrieval-Augmented Open-Vocabulary Object Detection" in Seattle, CVPR'24! Time: 6/20 (Thu) 5pm - 6:30pm PDT Location: Arch 4A-E Poster ID: 274 See you soon! #CVPR24 #CVPR

We are presenting our work "Multi-criteria Token Fusion with One-step-ahead Attention for Efficient Vision Transformers" in Seattle, CVPR'24! Time: 6/20 (Thu) 5pm - 6:30pm PDT Location: Arch 4A-E Poster ID: 109 See you soon! #CVPR24 #CVPR

We are presenting our work "vid-TLDR: Training Free Token merging for Light-weight Video Transformer" in Seattle, CVPR'24! Time: 6/20 (Thu) 5pm - 6:30pm PDT Location: Arch 4A-E Poster ID: 403 See you soon! #CVPR24 #CVPR

We are presenting our work "Prompt Learning via Meta-Regularization" in Seattle, CVPR'24! Time: 6/21 (Fri) 5pm - 6:30pm PDT Location: Arch 4A-E Poster ID: 269 See you soon! #CVPR24 #CVPR

We are presenting our work "Groupwise Query Specialization and Quality-Aware Multi-Assignment for Transformer-based Visual Relationship Detection" in Seattle, CVPR'24! Time: 6/21 (Fri) 5pm - 6:30pm PDT Location: Arch 4A-E Poster ID: 385 See you soon! #CVPR24 #CVPR

Huge congrats! Our paper got accepted to ICML’24. Stochastic Conditional Diffusion Models for Robust Semantic Image Synthesis Juyeon Ko*, Inho Kong*, Dogyun Park, Hyunwoo J. Kim #ICML2024

Spring has come to MLV Lab! #MLV #Picnic #Spring

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