MLV Lab (Machine Learning and Vision Lab at KAIST)

[ECCV2026] Official Implementation of "VideoSearch-R1: Iterative Video Retrieval and Reasoning via Soft Query Refinement"

Official Implementation of "F4Splat: Feed-Forward Predictive Densification for Feed-Forward 3D Gaussian Splatting", ECCV 2026

[CVPR2026] Official Implementation of "RegFormer: Transferable Relational Grounding for Efficient Weakly-Supervised Human-Object Interaction Detection"

[WACV 2026] Official Implementation (Pytorch) of "Relevance-aware Multi-context Contrastive Decoding for Retrieval-augmented Visual Question Answering"

[ICLR 2026] Official implementation (Pytorch) of "Error as Signal: Stiffness-Aware Diffusion Sampling via Embedded Runge-Kutta Guidance"

[NeurIPS25] Official Implementation (Pytorch) of "DeepVideo-R1"

Official Implementation (Pytorch) of the "Representation Shift: Unifying Token Compression with FlashAttention", ICCV 2025

[NeurIPS 25] Official Implementation (Pytorch) of "PRESTO: Preimage-Informed Instruction Optimization for Prompting Black-Box LLMs"

[AAAI2026 (Oral)] Official Implementation of "Transferable Model-agnostic Vision-Language Model Adaptation for Efficient Weak-to-Strong Generalization"