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Decomposed Attention Fusion in MLLMs for Training-Free Video Reasoning Segmentation

Su Ho Han*, Jeongseok Hyun*, Pilhyeon Lee, Minho Shim, Dongyoon Wee, Seon Joo Kim

Yonsei김선주

HuRo: Robotizing Human Videos for Scalable VLA Pretraining

Jinho Jeong*, Se June Joo*, Jaehyun Kang, Dongyun Kim, Yena Kim, Hanjung Kim, Seon Joo Kim

Yonsei김선주

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding

Yeeun Choi, Youngbeom Yoo, Joon-Young Lee, Hyolim Kang†, Seon Joo Kim†

Yonsei김선주

Streaming Atomic Action Segmentation in Egocentric Videos via Iterative LVLM-to-Streaming Distillation

Hyolim Kang, Jungsoo Lee, Janghoon Cho, Juntae Lee, Seon Joo Kim, Sungha Choi

Yonsei김선주

DipGuava: Disentangling Personalized Gaussian Features for 3D Head Avatars from Monocular Video

Jeonghaeng Lee, Seok Keun Choi, Zhixuan Li, Weisi Lin, Sanghoon Lee

Yonsei이상훈

JacobianAvatar: Temporally Consistent Semi-rigid Avatar Reconstruction from a Monocular Video

Changyeon Won, Min-Gyu Park, Seonghwan Park, Ju Hong Yoon, Hae-Gon Jeon

Yonsei전해곤

Rebalancing Reference Frame Dominance to Improve Motion in Image-to-Video Models

Wooseok Jeon*, Seungho Park*, Seunghyun Shin, Sangeyl Lee, Hyeonho Jeong, Hae-Gon Jeon

Yonsei전해곤

TriMotion: Modality-Agnostic Camera Control for Video Generation

Seunghyun Shin, Jifei Song, Wooseok Jeon, Hae-Gon Jeon, Jiankang Deng

Yonsei전해곤

Video Scene Segmentation with Genre and Duration Signals

Jungu Cho, Seong Jong Ha, Hae-Gon Jeon

Yonsei전해곤

Interpretable Motion Attentive Maps: Spatio-Temporally Localizing Concepts in Video Diffusion Transformers

Youngjun Jun, Seil Kang, Woojung Han, Seong Jae Hwang

Yonsei황성재

QWERTY: Training-Free Motion Control via Query-Warped Video Diffusion Transformers

Kyobin Choo, Youngmin Kim, Hyunkyung Han, Geunrip Park, Chanyoung Kim, Sunyoung Jung, Seong Jae Hwang

Yonsei황성재

ViKey: Enhancing Temporal Understanding in Videos via Visual Prompting

Yeonkyung Lee*, Dayun Ju*, Youngmin Kim, Seil Kang, Seong Jae Hwang

Yonsei황성재

Syncphony: Synchronized Audio-to-Video Generation with Diffusion Transformers

Jibin Song, Mingi Kwon, Jaeseok Jeong, Youngjung Uh

Yonsei어영정

WatchLens: A Configurable Platform for Online Video Recommendation Experiments

Deogyong Kim, Dongha Lee

Yonsei이동하

Autoregressive Universal Video Segmentation Model

Miran Heo*, Sukjun Hwang*, Min-Hung Chen, Yu-Chiang Frank Wang, Albert Gu, Seon Joo Kim, Ryo Hachiuma

Yonsei김선주

VDRS-VQA: Viewport-Domain Residual Sampling for No-Reference 360∘ Video Quality Assessment

Xianliang Wu, Xiaoyu Yan, Chao Yang, Xiangxu Yu, Pian An, Sanghoon Lee

Yonsei이상훈

Phoenix: Thermal-Aware On-device Inference of Multi-Instance DNNs for Mobile Video Applications

S. Jeon, J. Kim, J. Lee, H. Cha

Yonsei차호정

AnyAnomaly: Zero-Shot Customizable Video Anomaly Detection with LVLM

Sunghyun Ahn, Youngwan Jo, Kijung Lee, Sein Kwon, Inpyo Hong, Sanghyun Park

Yonsei박상현

Unified Video Anomaly Detection Model for Detecting Different Anomaly Types

Kijung Lee, Youngwan Jo, Sunghyun Ahn, Sanghyun Park

Yonsei박상현

Hyperbolic Spatio-Temporal Representation Learning for Unsupervised Video Anomaly Detection

J.-M. Kim, J.-E. Kim, S.-B. Cho

Yonsei조성배

Spatial Reasoning in Large Vision-Language Models via Egocentric-to-Allocentric Transformation

Y.-J. Kim, J.-E. Kim, S.-B. Cho

Yonsei조성배

3DGS on Your Phone: Towards Fully Immersive Mobile Volumetric Video Streaming

G. Kim, S. Park, J. Lee, C. Jung, H. Jun, H. Cha

Yonsei차호정

How Noisy Poses Break Inverse Dynamics: Analysis and Mitigation for Video-Based Joint Torque Estimation

Donghyun Kim, Chanyoung Kim, Eunseo Jeong, Youngjoong Kwon, Seong Jae Hwang

Yonsei황성재

Multi-Granular Spatio-Temporal Token Merging for Training-Free Acceleration of Video LLMs

Jeongseok Hyun, Sukjun Hwang, Su Ho Han, Taeoh Kim, Inwoong Lee, Dongyoon Wee, Joon-Young Lee, Seon Joo Kim, Minho Shim

Yonsei김선주

Omni-RGPT: Unifying Image and Video Region-level Understanding via Token Marks

Miran Heo, Min-Hung Chen, De-An Huang, Sifei Liu, Subhashree Radhakrishnan, Seon Joo Kim, Yu-Chiang Frank Wang, Ryo Hachiuma

Yonsei김선주

Open-ended Hierarchical Streaming Video Understanding with Vision Language Models

Hyolim Kang*, Yunsu Park*, Youngbeom Yoo, Yeeun Choi, Seon Joo Kim

Yonsei김선주

Robust and Consistent Online Video Instance Segmentation via Instance Mask Propagation

Miran Heo, Seoung Wug Oh, Seon Joo Kim, Joon-Young Lee

Yonsei김선주

UniSkill: Imitating Human Videos via Cross-Embodiment Skill Representations

Hanjung Kim*, Jaehyun Kang*, Hyolim Kang, Meedeum Cho, Seon Joo Kim, Youngwoon Lee

Yonsei김선주

Relightable and Dynamic Gaussian Avatar Reconstruction from Monocular Video

Seonghwa Choi, Moonkyeong Choi, Mingyu Jang, Jaekyung Kim, Jianfei Cai, Wen-Huang Cheng, Sanghoon Lee

Yonsei이상훈

Video Color Grading via Look-Up Table Generation

Seunghyun Shin, Dongmin Shin, Jisu Shin, Hae-Gon Jeon, Joon-Young Lee

Yonsei전해곤