Alexander Ku
12 papers · 2018–2024 · 10 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Gold π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (16)
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Century Club Β· Bronze
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Unstoppable Β· Bronze
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Keyword Collector
(51)
Venues
Top co-authors
Research topics
Keywords
vision-language navigation
(3)
representation learning
(2)
vision-and-language navigation
(2)
image generation
(2)
autoregressive model
(2)
path planning
(1)
multimodal learning
(1)
vision transformer
(1)
text annotation
(1)
instruction following
(1)
epistemic uncertainty
(1)
cross-modal learning
(1)
trajectory prediction
(1)
visual reasoning
(1)
text-to-image generation
(1)
uncertainty quantification
(1)
agent navigation
(1)
embodied ai
(1)
visual navigation
(1)
transfer learning
(1)
Papers
DOCCI: Descriptions of Connected and Contrasting Images
ECCV 2024
Prompt Expansion for Adaptive Text-to-Image Generation
ACL 2024
Understanding the Limits of Vision Language Models Through the Lens of the Binding Problem
NeurIPS 2024
A New Path: Scaling Vision-and-Language Navigation With Synthetic Instructions and Imitation Learning
CVPR 2023
Gaussian Process Probes (GPP) for Uncertainty-Aware Probing
NeurIPS 2023
Vector-quantized Image Modeling with Improved VQGAN
ICLR 2022
On the Evaluation of Vision-and-Language Navigation Instructions
EACL 2021
PanGEA: The Panoramic Graph Environment Annotation Toolkit
NAACL 2021
Room-Across-Room: Multilingual Vision-and-Language Navigation with Dense Spatiotemporal Grounding
EMNLP 2020
Stay on the Path: Instruction Fidelity in Vision-and-Language Navigation
ACL 2019
Transferable Representation Learning in Vision-and-Language Navigation
ICCV 2019
Image Transformer
ICML 2018