Pradyumna YM

3 papers · 2021–2024 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

CVPR (1) NeurIPS (1) WACV (1)

Top co-authors

Jogendra Nath Kundu (3) Varun Jampani (2) Anirban Chakraborty (2) R. Venkatesh Babu (2) Siddharth Seth (2) Akshay Kulkarni (1) Ashish Ramayee Asokan (1) Suvaansh Bhambri (1) Venkatesh Babu R (1) Anirudh Jamkhandi (1)

Research topics

Machine Learning (3) Learning Types · Machine Learning (3) Computer Vision (2) Deep Learning (2) Analysis (2) Application Areas (2) Artificial Intelligence (1) Architectures (1) Core AI (1) Learning Types · Deep Learning (1)

Keywords

3d human pose estimation (2) self-supervised learning (2) domain adaptation (2) vision transformer (1) transfer learning (1) uncertainty quantification (1) knowledge distillation (1) source-free domain adaptation (1) human pose estimation (1) unsupervised domain adaptation (1) relation distillation (1) out-of-distribution detection (1) self-supervised adaptation (1) synthetic-to-real adaptation (1) non-local relation (1) feature alignment (1) generative adversarial auto-encoder (1) causal inference (1) representation learning (1)

Papers

Aligning Non-Causal Factors for Transformer-Based Source-Free Domain Adaptation WACV 2024 Uncertainty-Aware Adaptation for Self-Supervised 3D Human Pose Estimation CVPR 2022 Non-local Latent Relation Distillation for Self-Adaptive 3D Human Pose Estimation NeurIPS 2021