Florian Strub
20 papers · 2017–2024 · 12 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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🗺️ Taxonomy Completionist (42) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Gold 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🧬
Topic Evolution
🤝
Dynamic Duo
(13)
🧭
Keyword Pioneer
👑
Triple Crown
🚀
Conference Pioneer
🔥
Unstoppable · Bronze
❓
The Questioner
💎
Century Club · Bronze
📈
Trend Setter
🗃️
Keyword Collector
(94)
Venues
Top co-authors
Research topics
Artificial Intelligence
(13)
Core AI
(12)
Machine Learning
(11)
Learning Types · Machine Learning
(11)
Reinforcement Learning
(8)
Deep Learning
(7)
Methods
(7)
Learning Types · Deep Learning
(5)
Natural Language Processing
(4)
Applications
(3)
Generation
(3)
Computer Vision
(2)
Analysis
(2)
Core Methods
(2)
Models
(2)
Keywords
reinforcement learning
(7)
contrastive learning
(3)
self-supervised learning
(3)
representation learning
(3)
policy gradient
(2)
dialogue system
(2)
language drift
(2)
emergent communication
(2)
large language model
(2)
multi-agent system
(2)
language model
(2)
visual question answering
(2)
emergent language
(2)
seeded iterated learning
(2)
image classification
(2)
model alignment
(2)
exponential moving average
(2)
sequential decision making
(1)
semi-supervised learning
(1)
game theory
(1)
Papers
Contrastive Policy Gradient: Aligning LLMs on sequence-level scores in a supervised-friendly fashion
EMNLP 2024
Countering Reward Over-Optimization in LLM with Demonstration-Guided Reinforcement Learning
ACL 2024
Language Model Alignment with Elastic Reset
NeurIPS 2023
SemPPL: Predicting Pseudo-Labels for Better Contrastive Representations
ICLR 2023
The Edge of Orthogonality: A Simple View of What Makes BYOL Tick
ICML 2023
Emergent Communication at Scale
ICLR 2022
Emergent Communication: Generalization and Overfitting in Lewis Games
NeurIPS 2022
Learning Natural Language Generation with Truncated Reinforcement Learning
NAACL 2022
On the role of population heterogeneity in emergent communication
ICLR 2022
Broaden Your Views for Self-Supervised Video Learning
ICCV 2021
Don’t Do What Doesn’t Matter: Intrinsic Motivation with Action Usefulness
IJCAI 2021
A Machine of Few Words: Interactive Speaker Recognition with Reinforcement Learning
Interspeech 2020
Bootstrap Your Own Latent - A New Approach to Self-Supervised Learning
NeurIPS 2020
Countering Language Drift with Seeded Iterated Learning
ICML 2020
Supervised Seeded Iterated Learning for Interactive Language Learning
EMNLP 2020
Visual Reasoning with Multi-hop Feature Modulation
ECCV 2018
End-to-end optimization of goal-driven and visually grounded dialogue systems
IJCAI 2017
GuessWhat?! Visual Object Discovery Through Multi-Modal Dialogue
CVPR 2017
Learning Nash Equilibrium for General-Sum Markov Games from Batch Data
AISTATS 2017
Modulating early visual processing by language
NeurIPS 2017