Brandon McKinzie

4 papers · 2023–2024 · 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 👥 Mega-Team · Squad

Venues

ECCV (1) EMNLP (1) ICCV (1) ICML (1)

Top co-authors

Yinfei Yang (3) Vaishaal Shankar (2) Jonathon Shlens (2) Alexander T Toshev (2) Alexander Toshev (2) Zhe Gan (2) Dhruti Shah (1) Karanjeet Singh (1) Samuel Dodge (1) Futang Peng (1)

Research topics

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

Keywords

unsupervised learning (1) representation learning (1) image classification (1) contrastive learning (1) catastrophic forgetting (1) zero-shot learning (1) semantic segmentation (1) transfer learning (1) domain adaptation (1) autoregressive generation (1) multimodal learning (1) text-to-image generation (1) audio classification (1) vision-language model (1) pre-trained language model (1) perceptual grouping (1) image tokenization (1) modality mismatch (1)

Papers

"MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training" ECCV 2024 Pre-trained Language Models Do Not Help Auto-regressive Text-to-Image Generation EMNLP 2024 Perceptual Grouping in Contrastive Vision-Language Models ICCV 2023 Robustness in Multimodal Learning under Train-Test Modality Mismatch ICML 2023