Luke Melas-Kyriazi
16 papers · 2018–2024 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (38) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Keyword Collector
(95)
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Trend Setter
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Century Club Β· Bronze
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Unstoppable Β· Bronze
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Renaissance Researcher
(5)
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Research topics
Deep Learning
(11)
Computer Vision
(10)
Machine Learning
(7)
Natural Language Processing
(6)
Generation Β· Computer Vision
(6)
Artificial Intelligence
(5)
Analysis
(5)
Generation Β· Natural Language Processing
(5)
Models
(5)
Learning Paradigms
(4)
Learning Types Β· Machine Learning
(4)
Learning Types Β· Deep Learning
(4)
Architectures
(3)
Core AI
(3)
Optimization & Theory
(3)
Keywords
diffusion model
(4)
text generation
(3)
3d reconstruction
(3)
gaussian splatting
(2)
single image
(2)
model compression
(2)
memory efficiency
(2)
image captioning
(2)
novel view synthesis
(2)
image generation
(2)
language model
(2)
neural radiance field
(2)
unsupervised learning
(2)
text classification
(1)
natural language processing
(1)
computer vision
(1)
domain adaptation
(1)
zero-shot learning
(1)
machine translation
(1)
few-shot learning
(1)
Papers
A Benchmark for Learning to Translate a New Language from One Grammar Book
ICLR 2024
Fixed Point Diffusion Models
CVPR 2024
GES : Generalized Exponential Splatting for Efficient Radiance Field Rendering
CVPR 2024
IM-3D: Iterative Multiview Diffusion and Reconstruction for High-Quality 3D Generation
ICML 2024
Follow the Wisdom of the Crowd: Effective Text Generation via Minimum Bayes Risk Decoding
ACL 2023
PC2: Projection-Conditioned Point Cloud Diffusion for Single-Image 3D Reconstruction
CVPR 2023
RealFusion: 360deg Reconstruction of Any Object From a Single Image
CVPR 2023
The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent Applications
NeurIPS 2023
Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization
CVPR 2022
Finding an Unsupervised Image Segmenter in each of your Deep Generative Models
ICLR 2022
Intrinsic Gradient Compression for Scalable and Efficient Federated Learning
ACL 2022
Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language Models
EMNLP 2022
PixMatch: Unsupervised Domain Adaptation via Pixelwise Consistency Training
CVPR 2021
Show, Edit and Tell: A Framework for Editing Image Captions
CVPR 2020
Generation-Distillation for Efficient Natural Language Understanding in Low-Data Settings
EMNLP 2019
Training for Diversity in Image Paragraph Captioning
EMNLP 2018