conftrace_

Aleksandra Faust

22 papers · 2019–2025 · 9 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
+10 more ↓ 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (9) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🏃 Academic Marathon (6)
🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (7) 🌍 Conference Polyglot (9) 🤝 Dynamic Duo (10) 👑 Triple Crown 👥 Mega-Team (22) 🔥 Unstoppable (7) 💎 Century Club (22) Prolific Year (5) 🗃️ Keyword Collector (78)

Conferences

ICLR (7) NIPS (4) CORL (3) ICML (3) AUTOML (1) CVPR (1) EMNLP (1) L4DC (1) UAI (1)

Papers

Training Language Models to Self-Correct via Reinforcement Learning ICLR 2025 Inference-Aware Fine-Tuning for Best-of-N Sampling in Large Language Models ICLR 2025 ElasticTok: Adaptive Tokenization for Image and Video ICLR 2025 Many-Shot In-Context Learning NIPS 2024 Stop Regressing: Training Value Functions via Classification for Scalable Deep RL ICML 2024 Geometric-Averaged Preference Optimization for Soft Preference Labels NIPS 2024 A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis ICLR 2024 Position: Levels of AGI for Operationalizing Progress on the Path to AGI ICML 2024 Multimodal Web Navigation with Instruction-Finetuned Foundation Models ICLR 2024 CLUTR: Curriculum Learning via Unsupervised Task Representation Learning ICML 2023 Compositional Learning-based Planning for Vision POMDPs L4DC 2023 SayTap: Language to Quadrupedal Locomotion CORL 2023 Understanding HTML with Large Language Models EMNLP 2023 Waymax: An Accelerated, Data-Driven Simulator for Large-Scale Autonomous Driving Research NIPS 2023 Less Is More: Generating Grounded Navigation Instructions From Landmarks CVPR 2022 Fast inference and transfer of compositional task structures for few-shot task generalization UAI 2022 Differentiable Architecture Search for Reinforcement Learning AUTOML 2022 Evolving Reinforcement Learning Algorithms ICLR 2021 Environment Generation for Zero-Shot Compositional Reinforcement Learning NIPS 2021 Safe Policy Learning for Continuous Control CORL 2020 Model-based Reinforcement Learning for Decentralized Multiagent Rendezvous CORL 2020 Learning to Navigate the Web ICLR 2019