David A Ross

6 papers · 2020–2026 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 👥 Mega-Team · Squad

Venues

ICML (3) CVPR (1) ECCV (1) ICLR (1)

Top co-authors

Ming-Hsuan Yang (3) David Minnen (2) Mikhail Sirotenko (2) Huisheng Wang (2) Tobias Weyand (2) Cordelia Schmid (2) Irfan Essa (2) Alireza Fathi (2) Hartwig Adam (2) Lu Jiang (2)

Research topics

Artificial Intelligence (5) Core AI (5) Natural Language Processing (2) Computer Vision (1) Machine Learning (1) Applications (1) Domain-Specific (1) Generation (1) Learning Paradigms (1) Learning Types (1) Processing (1) Resources & Methods (1)

Keywords

video generation (2) transfer learning (1) visual question answering (1) egocentric vision (1) video understanding (1) transformer (1) scene graph (1) pretraining (1) language model (1) multimodal reasoning (1) discrete token (1) visual tokenizer (1) video reasoning (1) llm agent (1) spatio-temporal reasoning (1) spatial relationship (1) video encoder (1) large language model (1) masked autoencoding (1) state of the art (1)

Papers

Minerva-Ego: Spatiotemporal Hints for Egocentric Video Understanding CVPR 2026 Language Model Beats Diffusion - Tokenizer is key to visual generation ICLR 2024 SceneCraft: An LLM Agent for Synthesizing 3D Scenes as Blender Code ICML 2024 VideoPoet: A Large Language Model for Zero-Shot Video Generation ICML 2024 VideoPrism: A Foundational Visual Encoder for Video Understanding ICML 2024 An LSTM Approach to Temporal 3D Object Detection in LiDAR Point Clouds ECCV 2020