Raphael Schumann
7 papers · 2018–2024 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (21) 🧬 Topic Evolution
🔥
Unstoppable · Bronze
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Research topics
Machine Learning
(5)
Deep Learning
(4)
Application Areas
(3)
Learning Types
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Architectures
(2)
Core AI
(2)
Core Methods
(2)
Models
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Applications
(1)
Domain-Specific
(1)
Generation
(1)
Keywords
vision-language navigation
(2)
active learning
(1)
semi-supervised learning
(1)
domain generalization
(1)
logistic regression
(1)
in-context learning
(1)
natural language generation
(1)
text generation
(1)
language modeling
(1)
feature embedding
(1)
visual grounding
(1)
embodied ai
(1)
graph representation
(1)
landmark detection
(1)
discrete optimization
(1)
semi-supervised classification
(1)
semantic similarity
(1)
convolutional neural network
(1)
variational autoencoder
(1)
language model agent
(1)
Papers
Backward Compatibility During Data Updates by Weight Interpolation
EACL 2024
VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View
AAAI 2024
Analyzing Generalization of Vision and Language Navigation to Unseen Outdoor Areas
ACL 2022
Generating Landmark Navigation Instructions from Maps as a Graph-to-Text Problem
ACL 2021
Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction
ACL 2020
Active Learning via Membership Query Synthesis for Semi-Supervised Sentence Classification
CoNLL 2019
Scalable Wide and Deep Learning for Computer Assisted Coding
NAACL 2018