Adam Yala

4 papers · 2016–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

ICLR (2) EMNLP (1) ICCV (1)

Top co-authors

Trevor Darrell (2) Long Lian (2) Boyi Li (2) Regina Barzilay (2) Jae Ho Sohn (1) Marco Pavone (1) Sifei Liu (1) Victor Quach (1) Yunhao Ge (1) Yin Cui (1)

Research topics

Artificial Intelligence (3) Core AI (3) Computer Vision (1) Deep Learning (1) Machine Learning (1) Natural Language Processing (1) Generation · Computer Vision (1) Generation · Natural Language Processing (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

semi-supervised learning (1) image generation (1) conformal prediction (1) video generation (1) video captioning (1) image captioning (1) scene layout (1) diffusion model (1) language model (1) prediction set (1) vision-language model (1) spatiotemporal dynamics (1) coverage guarantee (1) distribution-free guarantee (1) large language model (1) attention guidance (1) detailed captioning (1) localized captioning (1) detailed localized captioning (1) focal prompt (1)

Papers

Describe Anything: Detailed Localized Image and Video Captioning ICCV 2025 Conformal Language Modeling ICLR 2024 LLM-grounded Video Diffusion Models ICLR 2024 Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning EMNLP 2016