Aleksei Timofeev

5 papers · 2020–2025 · 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 👥 Mega-Team · Squad

Venues

CVPR (2) ICLR (2) ECCV (1)

Top co-authors

Xianzhi Du (3) Bowen Zhang (3) Zhe Gan (3) Yinfei Yang (3) Wentao Wu (2) Zhengfeng Lai (2) Jonathon Shlens (2) Haotian Zhang (2) Amy Gao (1) Henrik Kretzschmar (1)

Research topics

Artificial Intelligence (2) Core AI (2) Computer Vision (1) Deep Learning (1) Machine Learning (1) Natural Language Processing (1) Robotics (1) Analysis (1) Application Areas (1) Architectures (1) Capabilities (1) Core Methods (1) Domain-Specific (1) Resources & Methods (1) Techniques (1)

Keywords

multimodal large language model (2) reinforcement learning (1) image retrieval (1) autonomous driving (1) visual grounding (1) object tracking (1) image representation (1) online reinforcement learning (1) 3d object detection (1) mixture of expert (1) supervised fine-tuning (1) embodied agent (1) visual instruction tuning (1) vision foundation model (1) lidar perception (1) generalization performance (1) cross-domain data (1) entity recognition (1) action tokenizer (1) 3d detection (1)

Papers

From Multimodal LLMs to Generalist Embodied Agents: Methods and Lessons CVPR 2025 MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning ICLR 2025 MOFI: Learning Image Representations from Noisy Entity Annotated Images ICLR 2024 VeCLIP: Improving CLIP Training via Visual-enriched Captions ECCV 2024 Scalability in Perception for Autonomous Driving: Waymo Open Dataset CVPR 2020