Lossless AI: Toward Guaranteeing Consistency between Inferences Before and After Quantization via Knowledge Distillation. - Tomoyuki Okuno; Yohei Nakata; Yasunori Ishii; Sotaro Tsukizawa (MVA, 2021)

MTTrans: Cross-domain Object Detection with Mean Teacher Transformer. - Jinze Yu 002; Jiaming Liu 003; Xiaobao Wei; Haoyi Zhou; Yohei Nakata; Denis A. Gudovskiy; Tomoyuki Okuno; Jianxin Li 002; Kurt Keutzer; Shanghang Zhang (ECCV (9), 2022)

Cross-Domain Object Detection with Mean-Teacher Transformer. - Jinze Yu 001; Jiaming Liu 003; Xiaobao Wei; Haoyi Zhou; Yohei Nakata; Denis A. Gudovskiy; Tomoyuki Okuno; Jianxin Li 002; Kurt Keutzer; Shanghang Zhang (CoRR, 2022)

Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing Flow. - Denis A. Gudovskiy; Tomoyuki Okuno; Yohei Nakata (UAI, 2023)

Efficient Deweather Mixture-of-Experts with Uncertainty-aware Feature-wise Linear Modulation. - Rongyu Zhang; Yulin Luo; Jiaming Liu 003; Huanrui Yang; Zhen Dong 003; Denis A. Gudovskiy; Tomoyuki Okuno; Yohei Nakata; Kurt Keutzer; Yuan Du; Shanghang Zhang (CoRR, 2023)

Efficient Deweahter Mixture-of-Experts with Uncertainty-Aware Feature-Wise Linear Modulation. - Rongyu Zhang; Yulin Luo; Jiaming Liu 003; Huanrui Yang; Zhen Dong 003; Denis A. Gudovskiy; Tomoyuki Okuno; Yohei Nakata; Kurt Keutzer; Yuan Du; Shanghang Zhang (AAAI, 2024)

Split-Ensemble: Efficient OOD-aware Ensemble via Task and Model Splitting. - Anthony Chen; Huanrui Yang; Yulu Gan; Denis A. Gudovskiy; Zhen Dong 003; Haofan Wang; Tomoyuki Okuno; Yohei Nakata; Kurt Keutzer; Shanghang Zhang (ICML, 2024)

VeCAF: Vision-language Collaborative Active Finetuning with Training Objective Awareness. - Rongyu Zhang; Zefan Cai; Huanrui Yang; Zidong Liu; Denis A. Gudovskiy; Tomoyuki Okuno; Yohei Nakata; Kurt Keutzer; Baobao Chang; Yuan Du; Li Du; Shanghang Zhang (ACM Multimedia, 2024)

ContextFlow++: Generalist-Specialist Flow-based Generative Models with Mixed-variable Context Encoding. - Denis A. Gudovskiy; Tomoyuki Okuno; Yohei Nakata (UAI, 2024)

VeCAF: VLM-empowered Collaborative Active Finetuning with Training Objective Awareness. - Rongyu Zhang; Zefan Cai; Huanrui Yang; Zidong Liu; Denis A. Gudovskiy; Tomoyuki Okuno; Yohei Nakata; Kurt Keutzer; Baobao Chang; Yuan Du; Li Du; Shanghang Zhang (CoRR, 2024)

Fisher-aware Quantization for DETR Detectors with Critical-category Objectives. - Huanrui Yang; Yafeng Huang; Zhen Dong 003; Denis A. Gudovskiy; Tomoyuki Okuno; Yohei Nakata; Yuan Du; Kurt Keutzer; Shanghang Zhang (CoRR, 2024)

SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference. - Yuan Zhang 020; Chun-Kai Fan; Junpeng Ma; Wenzhao Zheng; Tao Huang 020; Kuan Cheng; Denis A. Gudovskiy; Tomoyuki Okuno; Yohei Nakata; Kurt Keutzer; Shanghang Zhang (CoRR, 2024)

DFM: Interpolant-free Dual Flow Matching. - Denis A. Gudovskiy; Tomoyuki Okuno; Yohei Nakata (CoRR, 2024)

ODEt (ODEl): Shortcutting the Time and Length in Diffusion and Flow Models for Faster Sampling. - Denis A. Gudovskiy; Wenzhao Zheng; Tomoyuki Okuno; Yohei Nakata; Kurt Keutzer (CoRR, 2025)