Vamsi Aribandi

5 papers · 2021–2022 · 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 (10) 🐣 Hot Topic Early Bird ❓ The Questioner (2)

Venues

ACL (2) ICML (2) ICLR (1)

Top co-authors

Donald Metzler (5) Yi Tay (5) Dara Bahri (3) Jai Gupta (3) Mostafa Dehghani (2) Zhen Qin (2) Yu Du (1) Zhe Zhao (1) Da-Cheng Juan (1) Philip M Pham (1)

Research topics

Deep Learning (3) Architectures (3) Machine Learning (2) Learning Types (2) Artificial Intelligence (1) Natural Language Processing (1) Application Areas (1) Learning Paradigms (1) Models (1) Resources & Methods (1) Techniques (1)

Keywords

language model (2) transfer learning (2) multi-task learning (2) machine translation (1) model architecture (1) model comparison (1) image recognition (1) convolutional neural network (1) pre-trained model (1) pre-trained language model (1) parameter efficiency (1) prompt tuning (1) transformer architecture (1) autoregressive language modeling (1) sample efficiency (1) few-shot learning (1)

Papers

ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning ICLR 2022 HyperPrompt: Prompt-based Task-Conditioning of Transformers ICML 2022 Are Pretrained Convolutions Better than Pretrained Transformers? ACL 2021 How Reliable are Model Diagnostics? ACL 2021 OmniNet: Omnidirectional Representations from Transformers ICML 2021