conftrace_

Sanjay Ranka

2 papers · 2021–2022 · 2 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

Venues

AAAI (1) ICML (1)

Top co-authors

Anand Rangarajan (2) Patrick Emami (2) Pan He (2)

Research topics

Deep Learning (2) Machine Learning (2) Core Methods (2) Artificial Intelligence (1) Computer Vision (1) Analysis (1) Architectures (1) Bayesian & Probabilistic (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Models (1)

Keywords

representation learning (1) variational inference (1) self-supervised learning (1) point cloud (1) amortized inference (1) gaussian mixture model (1) disentangled representation (1) object-centric representation (1) scene flow estimation (1) probability density function (1) cauchy-schwarz divergence (1)

Papers

Self-Supervised Robust Scene Flow Estimation via the Alignment of Probability Density Functions AAAI 2022 Efficient Iterative Amortized Inference for Learning Symmetric and Disentangled Multi-Object Representations ICML 2021