Alexander Ku
12 papers · 2018–2024 · 10 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (10) π Academic Marathon (6) π§ Keyword Pioneer π£ Hot Topic Early Bird
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
π₯
Unstoppable
(7)
π
Century Club
(12)
Conferences
ACL (2)
NIPS (2)
CVPR (1)
EACL (1)
ECCV (1)
EMNLP (1)
ICCV (1)
ICLR (1)
ICML (1)
NAACL (1)
Top co-authors
Keywords
vision-language navigation
(3)
image generation
(1)
agent navigation
(1)
text annotation
(1)
path planning
(1)
transfer learning
(1)
uncertainty quantification
(1)
epistemic uncertainty
(1)
image super-resolution
(1)
multimodal learning
(1)
cross-modal learning
(1)
trajectory prediction
(1)
visual reasoning
(1)
visual navigation
(1)
imitation learning
(1)
text-to-image generation
(1)
embodied ai
(1)
instruction following
(1)
reinforcement learning
(1)
representation learning
(1)
Papers
Prompt Expansion for Adaptive Text-to-Image Generation
ACL 2024
Understanding the Limits of Vision Language Models Through the Lens of the Binding Problem
NIPS 2024
DOCCI: Descriptions of Connected and Contrasting Images
ECCV 2024
Gaussian Process Probes (GPP) for Uncertainty-Aware Probing
NIPS 2023
A New Path: Scaling Vision-and-Language Navigation With Synthetic Instructions and Imitation Learning
CVPR 2023
Vector-quantized Image Modeling with Improved VQGAN
ICLR 2022
PanGEA: The Panoramic Graph Environment Annotation Toolkit
NAACL 2021
On the Evaluation of Vision-and-Language Navigation Instructions
EACL 2021
Room-Across-Room: Multilingual Vision-and-Language Navigation with Dense Spatiotemporal Grounding
EMNLP 2020
Transferable Representation Learning in Vision-and-Language Navigation
ICCV 2019
Stay on the Path: Instruction Fidelity in Vision-and-Language Navigation
ACL 2019
Image Transformer
ICML 2018