Kumar, Manoj

16 publications

TMLR 2026 Graph Coarsening Using Game Theoretic Approach Sonali Raj, Manoj Kumar, Sumit Kumar, Ruchir Gupta, Amit Kumar Jaiswal

TMLR 2025 Analysis of Generalization Capacities of Neural Ordinary Differential Equations Madhusudan Verma, Manoj Kumar

ICLR 2025 Certifying Counterfactual Bias in LLMs Isha Chaudhary, Qian Hu, Manoj Kumar, Morteza Ziyadi, Rahul Gupta, Gagandeep Singh

TMLR 2025 Modularity Aided Consistent Attributed Graph Clustering via Coarsening Yukti Makhija, Samarth Bhatia, Manoj Kumar, Sandeep Kumar

WACV 2025 XR-MBT: Multi-Modal Full Body Tracking for XR Through Self-Supervision with Learned Depth Point Cloud Registration Denys Rozumnyi, Nadine Bertsch, Othman Sbai, Filippo Arcadu, Yuhua Chen, Artsiom Sanakoyeu, Manoj Kumar, Catherine Herold, Robin Kips

CVPR 2024 Frozen Feature Augmentation for Few-Shot Image Classification Andreas Bär, Neil Houlsby, Mostafa Dehghani, Manoj Kumar

NeurIPSW 2024 Modularity Aided Consistent Attributed Graph Clustering via Coarsening Samarth Bhatia, Yukti Makhija, Manoj Kumar, Sandeep Kumar

UAI 2024 Optimization Framework for Semi-Supervised Attributed Graph Coarsening Manoj Kumar, Subhanu Halder, Archit Kane, Ruchir Gupta, Sandeep Kumar

JMLR 2023 A Unified Framework for Optimization-Based Graph Coarsening Manoj Kumar, Anurag Sharma, Sandeep Kumar

TMLR 2023 Dual PatchNorm Manoj Kumar, Mostafa Dehghani, Neil Houlsby

ICML 2023 Featured Graph Coarsening with Similarity Guarantees Manoj Kumar, Anurag Sharma, Shashwat Saxena, Sandeep Kumar

NeurIPS 2023 Image Captioners Are Scalable Vision Learners Too Michael Tschannen, Manoj Kumar, Andreas Steiner, Xiaohua Zhai, Neil Houlsby, Lucas Beyer

ICML 2023 Scaling Vision Transformers to 22 Billion Parameters Mostafa Dehghani, Josip Djolonga, Basil Mustafa, Piotr Padlewski, Jonathan Heek, Justin Gilmer, Andreas Peter Steiner, Mathilde Caron, Robert Geirhos, Ibrahim Alabdulmohsin, Rodolphe Jenatton, Lucas Beyer, Michael Tschannen, Anurag Arnab, Xiao Wang, Carlos Riquelme Ruiz, Matthias Minderer, Joan Puigcerver, Utku Evci, Manoj Kumar, Sjoerd Van Steenkiste, Gamaleldin Fathy Elsayed, Aravindh Mahendran, Fisher Yu, Avital Oliver, Fantine Huot, Jasmijn Bastings, Mark Collier, Alexey A. Gritsenko, Vighnesh Birodkar, Cristina Nader Vasconcelos, Yi Tay, Thomas Mensink, Alexander Kolesnikov, Filip Pavetic, Dustin Tran, Thomas Kipf, Mario Lucic, Xiaohua Zhai, Daniel Keysers, Jeremiah J. Harmsen, Neil Houlsby

TMLR 2022 Do Better ImageNet Classifiers Assess Perceptual Similarity Better? Manoj Kumar, Neil Houlsby, Nal Kalchbrenner, Ekin Dogus Cubuk

ICLR 2021 Colorization Transformer Manoj Kumar, Dirk Weissenborn, Nal Kalchbrenner

ICLR 2020 VideoFlow: A Conditional Flow-Based Model for Stochastic Video Generation Manoj Kumar, Mohammad Babaeizadeh, Dumitru Erhan, Chelsea Finn, Sergey Levine, Laurent Dinh, Durk Kingma