Pavlo Molchanov
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
56
Venues
9
Active years
2015–2026
Best venue rank
A*
Where they publish
Papers
56 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | PROBE: PROcess-Based BEnchmark for Hallucination Detection. | Yu Zhang, Peter Belcak, Shizhe Diao, Yonggan Fu, Shaona Ghosh, Morteza Mardani, Eileen Margaret Peters Long, Bei Yu, Pavlo Molchanov |
| 2025 | CVPR | RADIOv2.5: Improved Baselines for Agglomerative Vision Foundation Models. | Greg Heinrich, Mike Ranzinger, Hongxu Yin, Yao Lu, Jan Kautz, Andrew Tao, Bryan Catanzaro, Pavlo Molchanov |
| 2025 | CVPR | FlexGS: Train Once, Deploy Everywhere with Many-in-One Flexible 3D Gaussian Splatting. | Hengyu Liu, Yuehao Wang, Chenxin Li, Ruisi Cai, Kevin Wang, Wuyang Li, Pavlo Molchanov, Peihao Wang, Zhangyang Wang |
| 2025 | CVPR | NVILA: Efficient Frontier Visual Language Models. | Zhijian Liu, Ligeng Zhu, Baifeng Shi, Zhuoyang Zhang, Yuming Lou, Shang Yang, Haocheng Xi, Shiyi Cao, Yuxian Gu, Dacheng Li, Xiuyu Li, Haotian Tang, Yunhao Fang, Yukang Chen, Cheng-Yu Hsieh, De-An Huang, An-Chieh Cheng, Jinyi Hu, Sifei Liu, Ranjay Krishna, Pavlo Molchanov, Jan Kautz, Hongxu Yin, Song Han, Yao Lu |
| 2025 | CVPR | VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge. | Vishwesh Nath, Wenqi Li, Dong Yang, Andriy Myronenko, Mingxin Zheng, Yao Lu, Zhijian Liu, Hongxu Yin, Yee Man Law, Yucheng Tang, Pengfei Guo, Can Zhao, Ziyue Xu, Yufan He, Stephanie A. Harmon, Benjamin Simon, Greg Heinrich, Stephen R. Aylward, Marc Edgar, Michael Zephyr, Pavlo Molchanov, Baris Turkbey, Holger Roth, Daguang Xu |
| 2025 | CVPR | Scaling Vision Pre-Training to 4K Resolution. | Baifeng Shi, Boyi Li, Han Cai, Yao Lu, Sifei Liu, Marco Pavone, Jan Kautz, Song Han, Trevor Darrell, Pavlo Molchanov, Hongxu Yin |
| 2025 | ICCV | Token-Efficient VLM: High-Resolution Image Understanding Via Dynamic Region Proposal. | Yitong Jiang, Jinwei Gu, Tianfan Xue, Ka Chun Cheung, Pavlo Molchanov, Hongxu Yin, Sifei Liu |
| 2025 | ICLR | Hymba: A Hybrid-head Architecture for Small Language Models. | Xin Dong, Yonggan Fu, Shizhe Diao, Wonmin Byeon, Zijia Chen, Ameya Sunil Mahabaleshwarkar, Shih-Yang Liu, Matthijs Van Keirsbilck, Min-Hung Chen, Yoshi Suhara, Yingyan Celine Lin, Jan Kautz, Pavlo Molchanov |
| 2025 | ICLR | LLaMaFlex: Many-in-one LLMs via Generalized Pruning and Weight Sharing. | Ruisi Cai, Saurav Muralidharan, Hongxu Yin, Zhangyang Wang, Jan Kautz, Pavlo Molchanov |
| 2025 | ICLR | LongVILA: Scaling Long-Context Visual Language Models for Long Videos. | Yukang Chen, Fuzhao Xue, Dacheng Li, Qinghao Hu, Ligeng Zhu, Xiuyu Li, Yunhao Fang, Haotian Tang, Shang Yang, Zhijian Liu, Yihui He, Hongxu Yin, Pavlo Molchanov, Jan Kautz, Linxi Fan, Yuke Zhu, Yao Lu, Song Han |
| 2025 | ICLR | LongMamba: Enhancing Mamba's Long-Context Capabilities via Training-Free Receptive Field Enlargement. | Zhifan Ye, Kejing Xia, Yonggan Fu, Xin Dong, Jihoon Hong, Xiangchi Yuan, Shizhe Diao, Jan Kautz, Pavlo Molchanov, Yingyan Celine Lin |
| 2025 | ICML | Puzzle: Distillation-Based NAS for Inference-Optimized LLMs. | Akhiad Bercovich, Tomer Ronen, Talor Abramovich, Nir Ailon, Nave Assaf, Mohammad Dabbah, Ido Galil, Amnon Geifman, Yonatan Geifman, Izhak Golan, Netanel Haber, Ehud Karpas, Roi Koren, Itay Levy, Pavlo Molchanov, Shahar Mor, Zach Moshe, Najeeb Nabwani, Omri Puny, Ran Rubin, Itamar Schen, Ido Shahaf, Oren Tropp, Omer Ullman Argov, Ran Zilberstein, Ran El-Yaniv |
| 2025 | ICML | FeatSharp: Your Vision Model Features, Sharper. | Mike Ranzinger, Greg Heinrich, Pavlo Molchanov, Bryan Catanzaro, Andrew Tao |
| 2025 | ICML | LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models. | Dachuan Shi, Yonggan Fu, Xiangchi Yuan, Zhongzhi Yu, Haoran You, Sixu Li, Xin Dong, Jan Kautz, Pavlo Molchanov, Yingyan Celine Lin |
| 2025 | WACV | Advancing Weight and Channel Sparsification with Enhanced Saliency. | Xinglong Sun, Maying Shen, Hongxu Yin, Lei Mao, Pavlo Molchanov, Jos M. lvarez |
| 2024 | CVPR | VILA: On Pre-training for Visual Language Models. | Ji Lin, Hongxu Yin, Wei Ping, Pavlo Molchanov, Mohammad Shoeybi, Song Han |
| 2024 | CVPR | AM-RADIO: Agglomerative Vision Foundation Model Reduce All Domains Into One. | Mike Ranzinger, Greg Heinrich, Jan Kautz, Pavlo Molchanov |
| 2024 | ECCV | LITA: Language Instructed Temporal-Localization Assistant. | De-An Huang, Shijia Liao, Subhashree Radhakrishnan, Hongxu Yin, Pavlo Molchanov, Zhiding Yu, Jan Kautz |
| 2024 | ECCV | COIN: Control-Inpainting Diffusion Prior for Human and Camera Motion Estimation. | Jiefeng Li, Ye Yuan, Davis Rempe, Haotian Zhang, Pavlo Molchanov, Cewu Lu, Jan Kautz, Umar Iqbal |
| 2024 | ICLR | Adaptive Sharpness-Aware Pruning for Robust Sparse Networks. | Anna Bair, Hongxu Yin, Maying Shen, Pavlo Molchanov, Jos M. lvarez |
| 2024 | ICLR | FasterViT: Fast Vision Transformers with Hierarchical Attention. | Ali Hatamizadeh, Greg Heinrich, Hongxu Yin, Andrew Tao, Jos M. lvarez, Jan Kautz, Pavlo Molchanov |
| 2024 | ICML | Flextron: Many-in-One Flexible Large Language Model. | Ruisi Cai, Saurav Muralidharan, Greg Heinrich, Hongxu Yin, Zhangyang Wang, Jan Kautz, Pavlo Molchanov |
| 2024 | ICML | DoRA: Weight-Decomposed Low-Rank Adaptation. | Shih-Yang Liu, Chien-Yi Wang, Hongxu Yin, Pavlo Molchanov, Yu-Chiang Frank Wang, Kwang-Ting Cheng, Min-Hung Chen |
| 2023 | CVPR | Heterogeneous Continual Learning. | Divyam Madaan, Hongxu Yin, Wonmin Byeon, Jan Kautz, Pavlo Molchanov |
| 2023 | CVPR | Recurrence without Recurrence: Stable Video Landmark Detection with Deep Equilibrium Models. | Paul Micaelli, Arash Vahdat, Hongxu Yin, Jan Kautz, Pavlo Molchanov |
| 2023 | CVPR | Global Vision Transformer Pruning with Hessian-Aware Saliency. | Huanrui Yang, Hongxu Yin, Maying Shen, Pavlo Molchanov, Hai Li, Jan Kautz |
| 2023 | ICCV | RANA: Relightable Articulated Neural Avatars. | Umar Iqbal, Akin Caliskan, Koki Nagano, Sameh Khamis, Pavlo Molchanov, Jan Kautz |
| 2023 | ICML | Global Context Vision Transformers. | Ali Hatamizadeh, Hongxu Yin, Greg Heinrich, Jan Kautz, Pavlo Molchanov |
| 2022 | BMVC | Privacy Vulnerability of Split Computing to Data-Free Model Inversion Attacks. | Xin Dong, Hongxu Yin, Jos M. lvarez, Jan Kautz, Pavlo Molchanov, H. T. Kung |
| 2022 | CVPR | GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras. | Ye Yuan, Umar Iqbal, Pavlo Molchanov, Kris Kitani, Jan Kautz |
| 2022 | CVPR | GradViT: Gradient Inversion of Vision Transformers. | Ali Hatamizadeh, Hongxu Yin, Holger Roth, Wenqi Li, Jan Kautz, Daguang Xu, Pavlo Molchanov |
| 2022 | CVPR | When to Prune? A Policy towards Early Structural Pruning. | Maying Shen, Pavlo Molchanov, Hongxu Yin, Jos M. lvarez |
| 2022 | CVPR | A-ViT: Adaptive Tokens for Efficient Vision Transformer. | Hongxu Yin, Arash Vahdat, Jos M. lvarez, Arun Mallya, Jan Kautz, Pavlo Molchanov |
| 2022 | ECCV | LANA: Latency Aware Network Acceleration. | Pavlo Molchanov, Jimmy Hall, Hongxu Yin, Jan Kautz, Nicol Fusi, Arash Vahdat |
| 2021 | CVPR | DexYCB: A Benchmark for Capturing Hand Grasping of Objects. | Yu-Wei Chao, Wei Yang, Yu Xiang, Pavlo Molchanov, Ankur Handa, Jonathan Tremblay, Yashraj Narang, Karl Van Wyk, Umar Iqbal, Stan Birchfield, Jan Kautz, Dieter Fox |
| 2021 | CVPR | Optimal Quantization Using Scaled Codebook. | Yerlan Idelbayev, Pavlo Molchanov, Maying Shen, Hongxu Yin, Miguel . Carreira-Perpin, Jos M. lvarez |
| 2021 | CVPR | See Through Gradients: Image Batch Recovery via GradInversion. | Hongxu Yin, Arun Mallya, Arash Vahdat, Jos M. lvarez, Jan Kautz, Pavlo Molchanov |
| 2021 | ISSRE | Optimizing Selective Protection for CNN Resilience. | Abdulrahman Mahmoud, Siva Kumar Sastry Hari, Christopher W. Fletcher, Sarita V. Adve, Charbel Sakr, Naresh R. Shanbhag, Pavlo Molchanov, Michael B. Sullivan, Timothy Tsai, Stephen W. Keckler |
| 2021 | WACV | Data-free Knowledge Distillation for Object Detection. | Akshay Chawla, Hongxu Yin, Pavlo Molchanov, Jos M. lvarez |
| 2020 | CVPR | Weakly-Supervised 3D Human Pose Learning via Multi-View Images in the Wild. | Umar Iqbal, Pavlo Molchanov, Jan Kautz |
| 2020 | CVPR | Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion. | Hongxu Yin, Pavlo Molchanov, Jos M. lvarez, Zhizhong Li, Arun Mallya, Derek Hoiem, Niraj K. Jha, Jan Kautz |
| 2020 | ECCV | Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation Under Hand-Object Interaction. | Anil Armagan, Guillermo Garcia-Hernando, Seungryul Baek, Shreyas Hampali, Mahdi Rad, Zhaohui Zhang, Shipeng Xie, Mingxiu Chen, Boshen Zhang, Fu Xiong, Yang Xiao, Zhiguo Cao, Junsong Yuan, Pengfei Ren, Weiting Huang, Haifeng Sun, Marek Hrz, Jakub Kanis, Zdenek Krnoul, Qingfu Wan, Shile Li, Linlin Yang, Dongheui Lee, Angela Yao, Weiguo Zhou, Sijia Mei, Yunhui Liu, Adrian Spurr, Umar Iqbal, Pavlo Molchanov, Philippe Weinzaepfel, Romain Brgier, Grgory Rogez, Vincent Lepetit, Tae-Kyun Kim |
| 2020 | ECCV | Weakly Supervised 3D Hand Pose Estimation via Biomechanical Constraints. | Adrian Spurr, Umar Iqbal, Pavlo Molchanov, Otmar Hilliges, Jan Kautz |
| 2019 | CVPR | SCOPS: Self-Supervised Co-Part Segmentation. | Wei-Chih Hung, Varun Jampani, Sifei Liu, Pavlo Molchanov, Ming-Hsuan Yang, Jan Kautz |
| 2019 | CVPR | Importance Estimation for Neural Network Pruning. | Pavlo Molchanov, Arun Mallya, Stephen Tyree, Iuri Frosio, Jan Kautz |
| 2019 | ICCV | Few-Shot Adaptive Gaze Estimation. | Seonwook Park, Shalini De Mello, Pavlo Molchanov, Umar Iqbal, Otmar Hilliges, Jan Kautz |
| 2018 | BMVC | Budget-Aware Activity Detection with A Recurrent Policy Network. | Behrooz Mahasseni, Xiaodong Yang, Pavlo Molchanov, Jan Kautz |
| 2018 | CVPR | Improving Landmark Localization With Semi-Supervised Learning. | Sina Honari, Pavlo Molchanov, Stephen Tyree, Pascal Vincent, Christopher J. Pal, Jan Kautz |
| 2018 | CVPR | Making Convolutional Networks Recurrent for Visual Sequence Learning. | Xiaodong Yang, Pavlo Molchanov, Jan Kautz |
| 2018 | CVPR | Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals. | Shanxin Yuan, Guillermo Garcia-Hernando, Bjrn Stenger, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee, Pavlo Molchanov, Jan Kautz, Sina Honari, Liuhao Ge, Junsong Yuan, Xinghao Chen, Guijin Wang, Fan Yang, Kai Akiyama, Yang Wu, Qingfu Wan, Meysam Madadi, Sergio Escalera, Shile Li, Dongheui Lee, Iason Oikonomidis, Antonis A. Argyros, Tae-Kyun Kim |
| 2018 | ECCV | Hand Pose Estimation via Latent 2.5D Heatmap Regression. | Umar Iqbal, Pavlo Molchanov, Thomas M. Breuel, Juergen Gall, Jan Kautz |
| 2018 | ICLR | IamNN: Iterative and Adaptive Mobile Neural Network for efficient image classification. | Sam Leroux, Pavlo Molchanov, Pieter Simoens, Bart Dhoedt, Thomas M. Breuel, Jan Kautz |
| 2017 | ICCV | A Lightweight Approach for On-the-Fly Reflectance Estimation. | Kihwan Kim, Jinwei Gu, Stephen Tyree, Pavlo Molchanov, Matthias Niener, Jan Kautz |
| 2017 | ICLR | Pruning Convolutional Neural Networks for Resource Efficient Inference. | Pavlo Molchanov, Stephen Tyree, Tero Karras, Timo Aila, Jan Kautz |
| 2016 | CVPR | Online Detection and Classification of Dynamic Hand Gestures with Recurrent 3D Convolutional Neural Networks. | Pavlo Molchanov, Xiaodong Yang, Shalini Gupta, Kihwan Kim, Stephen Tyree, Jan Kautz |
| 2015 | CVPR | Hand gesture recognition with 3D convolutional neural networks. | Pavlo Molchanov, Shalini Gupta, Kihwan Kim, Jan Kautz |