Pavlo Molchanov

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 21

Top Topics

Rank Minimization

Camera Motion Estimation

Pruning Methods

Top Venues

Publications

Maying Shen, Hongxu Yin, Pavlo Molchanov, Lei Mao, José M. Álvarez
Step Out and Seek Around: On Warm-Start Training with Incremental Data. CoRR (2024)
Hanrong Ye, De-An Huang, Yao Lu, Zhiding Yu, Wei Ping, Andrew Tao, Jan Kautz, Song Han, Dan Xu, Pavlo Molchanov, Hongxu Yin
X-VILA: Cross-Modality Alignment for Large Language Model. CoRR (2024)
De-An Huang, Shijia Liao, Subhashree Radhakrishnan, Hongxu Yin, Pavlo Molchanov, Zhiding Yu, Jan Kautz
LITA: Language Instructed Temporal-Localization Assistant. CoRR (2024)
Yunhao Fang, Ligeng Zhu, Yao Lu, Yan Wang, Pavlo Molchanov, Jang Hyun Cho, Marco Pavone, Song Han, Hongxu Yin
: VILA Augmented VILA. CoRR (2024)
Shih-Yang Liu, Chien-Yi Wang, Hongxu Yin, Pavlo Molchanov, Yu-Chiang Frank Wang, Kwang-Ting Cheng, Min-Hung Chen
DoRA: Weight-Decomposed Low-Rank Adaptation. CoRR (2024)
Anna Bair, Hongxu Yin, Maying Shen, Pavlo Molchanov, José M. Álvarez
Adaptive Sharpness-Aware Pruning for Robust Sparse Networks. ICLR (2024)
Ruisi Cai, Saurav Muralidharan, Greg Heinrich, Hongxu Yin, Zhangyang Wang, Jan Kautz, Pavlo Molchanov
Flextron: Many-in-One Flexible Large Language Model. CoRR (2024)
Ali Hatamizadeh, Greg Heinrich, Hongxu Yin, Andrew Tao, José M. Álvarez, Jan Kautz, Pavlo Molchanov
FasterViT: Fast Vision Transformers with Hierarchical Attention. ICLR (2024)
Saurav Muralidharan, Sharath Turuvekere Sreenivas, Raviraj Joshi, Marcin Chochowski, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro, Jan Kautz, Pavlo Molchanov
Compact Language Models via Pruning and Knowledge Distillation. CoRR (2024)
Muhammed Kocabas, Ye Yuan, Pavlo Molchanov, Yunrong Guo, Michael J. Black, Otmar Hilliges, Jan Kautz, Umar Iqbal
PACE: Human and Camera Motion Estimation from in-the-wild Videos. 3DV (2024)
Shoaib Ahmed Siddiqui, Xin Dong, Greg Heinrich, Thomas M. Breuel, Jan Kautz, David Krueger, Pavlo Molchanov
A deeper look at depth pruning of LLMs. CoRR (2024)
Pavlo Molchanov
Multi-Antenna Array for All Space Communications. RWS (2024)
Mike Ranzinger, Greg Heinrich, Jan Kautz, Pavlo Molchanov
AM-RADIO: Agglomerative Model - Reduce All Domains Into One. CoRR (2023)
Umar Iqbal, Akin Caliskan, Koki Nagano, Sameh Khamis, Pavlo Molchanov, Jan Kautz
RANA: Relightable Articulated Neural Avatars. ICCV (2023)
Huanrui Yang, Hongxu Yin, Maying Shen, Pavlo Molchanov, Hai Li, Jan Kautz
Global Vision Transformer Pruning with Hessian-Aware Saliency. CVPR (2023)
Paul Micaelli, Arash Vahdat, Hongxu Yin, Jan Kautz, Pavlo Molchanov
Recurrence without Recurrence: Stable Video Landmark Detection with Deep Equilibrium Models. CVPR (2023)
Divyam Madaan, Hongxu Yin, Wonmin Byeon, Jan Kautz, Pavlo Molchanov
Heterogeneous Continual Learning. CVPR (2023)
Anna Bair, Hongxu Yin, Maying Shen, Pavlo Molchanov, José M. Álvarez
Adaptive Sharpness-Aware Pruning for Robust Sparse Networks. CoRR (2023)
Muhammed Kocabas, Ye Yuan, Pavlo Molchanov, Yunrong Guo, Michael J. Black, Otmar Hilliges, Jan Kautz, Umar Iqbal
PACE: Human and Camera Motion Estimation from in-the-wild Videos. CoRR (2023)
Ali Hatamizadeh, Hongxu Yin, Greg Heinrich, Jan Kautz, Pavlo Molchanov
Global Context Vision Transformers. ICML (2023)
Ali Hatamizadeh, Hongxu Yin, Pavlo Molchanov, Andriy Myronenko, Wenqi Li, Prerna Dogra, Andrew Feng, Mona G. Flores, Jan Kautz, Daguang Xu, Holger R. Roth
Do Gradient Inversion Attacks Make Federated Learning Unsafe? IEEE Trans. Medical Imaging 42 (7) (2023)