Hugh Leather

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 🧭 Keyword Pioneer

Venues

CVPR (1) ICML (1) NeurIPS (1)

Top co-authors

Anas Mahmoud (1) Yu Yang (1) Zacharias V. Fisches (1) Torsten Hoefler (1) Mostafa Elhoushi (1) Michael F P O’Boyle (1) Ari S. Morcos (1) Amro Abbas (1) Chris Cummins (1) Newsha Ardalani (1)

Research topics

Deep Learning (2) Machine Learning (2) Core Methods (2) Artificial Intelligence (1) Computer Science (1) Application Areas (1) Applications (1) Architectures (1) Core AI (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Models (1)

Keywords

zero-shot learning (1) multimodal learning (1) image captioning (1) graph representation (1) semantic similarity (1) multimodal dataset (1) language model (1) vision-language model (1) text embedding (1) zero-shot classification (1) program representation (1) compiler optimization (1) contrastive language-audio pretraining (1) dataset pruning (1) audio understanding (1) data flow analysis (1) program graph (1) locked language tuning (1)

Papers

Sieve: Multimodal Dataset Pruning using Image Captioning Models CVPR 2024 CoLLAT: On Adding Fine-grained Audio Understanding to Language Models using Token-Level Locked-Language Tuning NeurIPS 2023 ProGraML: A Graph-based Program Representation for Data Flow Analysis and Compiler Optimizations ICML 2021