Alexander T Toshev
8 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🐝
Cross-Pollinator
(14)
👥
Mega-Team
(45)
Conferences
ICLR (4)
ICML (2)
CORL (1)
EMNLP (1)
Top co-authors
Keywords
representation learning
(1)
image classification
(1)
catastrophic forgetting
(1)
transfer learning
(1)
domain adaptation
(1)
multimodal learning
(1)
text-to-image generation
(1)
value function
(1)
audio classification
(1)
pre-trained language model
(1)
auto-regressive generation
(1)
image tokenization
(1)
mobile manipulator
(1)
modality mismatch
(1)
grounded language
(1)
large language model
(1)
temporal extension
(1)
Papers
On the Modeling Capabilities of Large Language Models for Sequential Decision Making
ICLR 2025
Pre-trained Language Models Do Not Help Auto-regressive Text-to-Image Generation
EMNLP 2024
Large Language Models as Generalizable Policies for Embodied Tasks
ICLR 2024
Data Filtering Networks
ICLR 2024
Scalable Pre-training of Large Autoregressive Image Models
ICML 2024
Robustness in Multimodal Learning under Train-Test Modality Mismatch
ICML 2023
Value Function Spaces: Skill-Centric State Abstractions for Long-Horizon Reasoning
ICLR 2022
Do As I Can, Not As I Say: Grounding Language in Robotic Affordances
CORL 2022