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MLVLab's profile picture.
MLV Lab
 @MLVLab
/11/04

😆 We are presenting our work, “Captioning for Text-Video Retrieval via Dual-Group Direct Preference Optimization” in Suzhou, EMNLP’25! @so0zip Paper: arxiv.org/pdf/2509.16560 Homepage: hyunwoojkim.com/publications See you soon!! #EMNLP2025 #Retrieval #VideoLLM #DPO

MLVLab's tweet image. 😆 We are presenting our work, “Captioning for Text-Video Retrieval via Dual-Group Direct Preference Optimization” in Suzhou, EMNLP’25! @so0zip Paper: arxiv.org/pdf/2509.16560 Homepage: hyunwoojkim.com/publications See you soon!! #EMNLP2025 #Retrieval #VideoLLM #DPO
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MLVLab's profile picture.
MLV Lab
 @MLVLab
/10/21

😆 We are presenting our work, “Representation Shift: Unifying Token Compression with FlashAttention” in Hawaii, ICCV’25! Time: 10/23(Thu), 14:15 Location: Exhibit Hall I PosterID: 1883 Paper: arxiv.org/pdf/2508.00367 #ICCV2025 #Efficiency #Representation

MLVLab's tweet image. 😆 We are presenting our work, “Representation Shift: Unifying Token Compression with FlashAttention” in Hawaii, ICCV’25! Time: 10/23(Thu), 14:15 Location: Exhibit Hall I PosterID: 1883 Paper: arxiv.org/pdf/2508.00367 #ICCV2025 #Efficiency #Representation
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MLVLab's profile picture.
MLV Lab
 @MLVLab
/10/21

😆 We are presenting our work, “Bidirectional Likelihood Estimation with Multi-Modal Large Language Models for Text-Video Retrieval” in Hawaii, ICCV’25! Time:10/23(Thu), 10:45 Location: Exhibit Hall I PosterID: 232 Paper: arxiv.org/pdf/2507.23284 #ICCV2025 #Retrieval #MLLM

MLVLab's tweet image. 😆 We are presenting our work, “Bidirectional Likelihood Estimation with Multi-Modal Large Language Models for Text-Video Retrieval” in Hawaii, ICCV’25! Time:10/23(Thu), 10:45 Location: Exhibit Hall I PosterID: 232 Paper: arxiv.org/pdf/2507.23284 #ICCV2025 #Retrieval #MLLM
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MLVLab's profile picture.
MLV Lab
 @MLVLab
/10/14

🎉 Four papers from MLV Lab have been accepted to NeurIPS 2025! 🎉 Huge congratulations to all the authors and collaborators on these amazing achievements @dogyunPark @parkjiny777 @Jwon_chu #NeurIPS2025 #MLVLab See you at San Diego & Mexico City! 🇺🇸🇲🇽

MLVLab's tweet image. 🎉 Four papers from MLV Lab have been accepted to NeurIPS 2025! 🎉 Huge congratulations to all the authors and collaborators on these amazing achievements @dogyunPark @parkjiny777 @Jwon_chu #NeurIPS2025 #MLVLab See you at San Diego & Mexico City! 🇺🇸🇲🇽
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MLVLab's profile picture.
MLV Lab
 @MLVLab
/07/25

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

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MLVLab's profile picture.
MLV Lab
 @MLVLab
/06/28

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

MLVLab's tweet image. 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
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MLVLab's profile picture.
MLV Lab
 @MLVLab
/04/29

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

MLVLab's tweet image. 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
MLVLab's tweet image. 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
MLVLab's tweet image. 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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MLVLab's profile picture.
MLV Lab
 @MLVLab
/03/04

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

MLVLab's tweet image. 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
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MLVLab's profile picture.
MLV Lab
 @MLVLab
/02/26

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

MLVLab's tweet image. 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
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MLVLab's profile picture.
MLV Lab
 @MLVLab
/02/26

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

MLVLab's tweet image. 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
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MLVLab's profile picture.
MLV Lab
 @MLVLab
/12/09

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

MLVLab's tweet image. 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
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MLVLab's profile picture.
MLV Lab
 @MLVLab
/12/09

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

MLVLab's tweet image. 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
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MLVLab's profile picture.
MLV Lab
 @MLVLab
/12/09

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

MLVLab's tweet image. 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
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MLVLab's profile picture.
MLV Lab
 @MLVLab
2024/10/02

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

MLVLab's tweet image. 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
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MLVLab's profile picture.
MLV Lab
 @MLVLab
2024/09/26

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

MLVLab's tweet image. 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
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MLVLab's profile picture.
MLV Lab
 @MLVLab
2024/08/13

[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

MLVLab's tweet image. [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
MLVLab's tweet image. [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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MLVLab's profile picture.
MLV Lab
 @MLVLab
2024/07/22

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

MLVLab's tweet image. 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
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MLVLab's profile picture.
MLV Lab
 @MLVLab
2024/06/13

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

MLVLab's tweet image. 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
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MLVLab's profile picture.
MLV Lab
 @MLVLab
2024/06/13

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

MLVLab's tweet image. 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
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MLVLab's profile picture.
MLV Lab
 @MLVLab
2024/06/13

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

MLVLab's tweet image. 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
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