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
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…
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
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
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
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
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
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
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
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
🚀 Excited to share that we’ll be presenting our work, “DeepVideo-R1: Video Reinforcement Fine-Tuning via Difficulty-aware Regressive GRPO” at NeurIPS 2025 in San Diego!
🕙 When: 12/5 (Fri), 4:30 PM – 7:30 PM
📍 Where: Exhibit Hall C,D,E
🪧 Poster ID: 4418
See you soon!
🚀 Excited to share that we’ll be presenting our work, “Visual Diversity and Region-aware Prompt Learning for Zero-shot HOI Detection” at NeurIPS 2025 in San Diego!
🕙 When: 12/5 (Fri), 11:00 AM – 2:00 PM
📍 Where: Exhibit Hall C,D,E
🪧 Poster ID: 4911
See you soon!
😆 We presented our work "PRESTO: Preimage-Informed Instruction Optimization for Prompting Black-Box LLMs" at NeurIPS 2025 in San Diego!
🗓️ Date: 12/3 (Wed), 4:30 PM – 7:30 PM
Paper: arxiv.org/pdf/2510.25808
We appreciate everyone who visited and discussed our work!
#NeurIPS25
😆We presented our work "Blockwise Flow Matching: Improving Flow Matching Models For Efficient High-Quality Generation" at NeurIPS 2025 in San Diego
🗓️ Date: 12/3 (Wed), 11:00 AM – 2:00 PM
Paper: arxiv.org/pdf/2510.21167
We appreciate everyone who visited and discussed our work!
😆 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
😆 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
