Improving Generative Behavior Cloning via Self-Guidance and Adaptive Chunking
Year: 2025 / Author: Junhyuk So, Chiwoong Lee, Shinyoung Lee, Jungseul Ok, Eunhyeok Park / Conference: Conference on Neural Information Processing Systems (NeurIPS)
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Publications
ExploreGS: Explorable 3D Scene Reconstruction with Virtual Camera Samplings and Diffusion Priors
Year: 2025 / Author: Minsu Kim, Subin Jeon, In Cho, Mijin Yoo, Seon Joo Kim / Conference: International Conference on Computer Vision (ICCV)
Bayesian Neural Scaling Law Extrapolation with Prior-Data Fitted Networks
Year: 2025 / Author: Dongwoo Lee, Dong Bok Lee, Steven Adriaensen, Juho Lee, Sung Ju Hwang, Frank Hutter, Seon Joo Kim, Hae Beom Lee / Conference: International Conference on Machine Learning (ICML)
Merge-Friendly Post-Training Quantization for Multi-Target Domain Adaptation
Year: 2025 / Author: Juncheol Shin, Minsang Seok, Seonggon Kim, Eunhyeok Park / Conference: International Conference on Machine Learning (ICML)
SEAL: Scaling to Emphasize Attention for Long-Context Retrieval
Year: 2025 / Author: Changhun Lee, Minsang Seok, Jun-gyu Jin, Younghyun Cho, Eunhyeok Park / Conference: Annual Meeting of the Association for Computational Linguistics (ACL)
PCM: Picard Consistency Model for Fast Parallel Sampling of Diffusion Models
Year: 2025 / Author: Junhyuk So, Jiwoong Shin, Chaeyeon Jang, Eunhyeok Park / Conference: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
HOT: Hadamard-based Optimized Training
Year: 2025 / Author: Seonggon Kim, Juncheol Shin, Seung-taek Woo, Eunhyeok Park / Conference: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Towards Robust and Efficient Federated Low-Rank Adaptation with Heterogeneous Clients
Year: 2025 / Author: Jabin Koo, Minwoo Jang, Jungseul Ok / Conference: Annual Meeting of the Association for Computational Linguistics (ACL)
Semantic Exploration with Adaptive Gating for Efficient Problem Solving with Language Models
Year: 2025 / Author: Sungjae Lee, Hyejin Park, Jaechang Kim, Jungseul Ok / Conference: Annual Meeting of the Association for Computational Linguistics (ACL)
Comparison-based Active Preference Learning for Multi-dimensional Personalization
Year: 2025 / Author: Minhyeon Oh, Seungjoon Lee, Jungseul Ok / Conference: Annual Meeting of the Association for Computational Linguistics (ACL)
LOCALITY-AWARE GAUSSIAN COMPRESSION FOR FAST AND HIGH-QUALITY RENDERING
Year: 2025 / Author: Seungjoo Shin, Jaesik Park, Sunghyun Cho / Conference: International Conference on Learning Representations (ICLR)
Exploiting Deblurring Networks for Radiance Fields
Year: 2025 / Author: Haeyun Choi, Heemin Yang, Janghyeok Han, Sunghyun Cho / Conference: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Elevating 3D Models: High-Quality Texture and Geometry Refinement from a Low-Quality Model
Year: 2025 / Author: Nuri Ryu, Jiyun Won, Jooeun Son, Minsu Gong, Joo-Haeng Lee, Sunghyun Cho / Conference: ACM Special Interest Group on Computer Graphics and Interactive Techniques (SIGGRAPH)
Review-driven Personalized Preference Reasoning with Large Language Models for Recommendation
Year: 2025 / Author: Jieyong Kim, Hyunseo Kim, Hyunjin Cho, SeongKu Kang, Buru Chang, Jinyoung Yeo, Dongha Lee / Conference: ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
Blockwise Flow Matching: Improving Flow Matching Models For Efficient High-Quality Generation
Year: 2025 / Author: Dogyun Park, Taehoon Lee, Minseok Joo, Hyunwoo J. Kim / Conference: Conference on Neural Information Processing Systems (NeurIPS)
Representation Shift: Unifying Token Compression with FlashAttention
Year: 2025 / Author: Joonmyung Choi, Sanghyeok Lee, Byungoh Ko, Eunseo Kim, Jihyung Kil, Hyunwoo J. Kim / Conference: IEEE/CVF International Conference on Computer Vision (ICCV)
Bidirectional Likelihood Estimation with Multi-Modal Large Language Models for Text-Video Retrieval
Year: 2025 / Author: Dohwan Ko, Ji Soo Lee, Minhyuk Choi, Zihang Meng, Hyunwoo J. Kim / Conference: IEEE/CVF International Conference on Computer Vision (ICCV)
EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality
Year: 2025 / Author: Sanghyeok Lee, Joonmyung Choi, Hyunwoo J. Kim / Conference: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Super-Class Guided Transformer for Zero-Shot Attribute Classification
Year: 2025 / Author: Sehyung Kim, Chanhyeong Yang, Jihwan Park, Taehoon Song, Hyunwoo J. Kim / Conference: AAAI Conference on Artificial Intelligence (AAAI)
VidChain: Chain-of-Tasks with Metric-based Direct Preference Optimization for Dense Video Captioning
Year: 2025 / Author: Ji Soo Lee, Jongha Kim, Jeehye Na, Jinyoung Park, Hyunwoo J. Kim / Conference: AAAI Conference on Artificial Intelligence (AAAI)
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