Tharun Medini

4 papers · 2021–2022 · 4 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 (12)

Venues

EMNLP (1) ICLR (1) ICML (1) UAI (1)

Top co-authors

Anshumali Shrivastava (4) Shabnam Daghaghi (2) Beidi Chen (2) Tianyi Zhang (1) Zhaozhuo Xu (1) Mengnan Zhao (1) Nicholas Meisburger (1)

Research topics

Machine Learning (4) Core Methods (3) Learning Types · Machine Learning (3) Artificial Intelligence (2) Computer Science (1) Deep Learning (1) Applications (1) Core AI (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

multi-label classification (2) contrastive learning (1) zero-shot learning (1) text classification (1) knowledge transfer (1) information retrieval (1) adaptive sampling (1) computational efficiency (1) nearest neighbor search (1) label embedding (1) distributed training (1) sparse embedding (1) class attribute (1) generalized zero-shot learning (1) contrastive representation learning (1) negative sampling (1) multi-label text classification (1) softmax classifier (1) near neighbor search (1) semantic attribute (1)

Papers

Structural Contrastive Representation Learning for Zero-shot Multi-label Text Classification EMNLP 2022 A Tale of Two Efficient and Informative Negative Sampling Distributions ICML 2021 SDM-Net: A simple and effective model for generalized zero-shot learning UAI 2021 SOLAR: Sparse Orthogonal Learned and Random Embeddings ICLR 2021