Daniel Duckworth
13 papers · 2018–2023 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (35) 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 Pioneer
π₯
Mega-Team Β· Squad
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Trend Setter
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Unstoppable Β· Bronze
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Century Club Β· Bronze
ποΈ
Keyword Collector
(77)
Top co-authors
Research topics
Deep Learning
(9)
Computer Vision
(7)
Machine Learning
(7)
Artificial Intelligence
(5)
Natural Language Processing
(5)
Architectures
(5)
Analysis
(4)
Core AI
(4)
Generation Β· Computer Vision
(4)
Generation Β· Natural Language Processing
(4)
Core Methods
(3)
Optimization & Theory Β· Machine Learning
(3)
Learning Types
(2)
Models
(2)
Optimization & Theory Β· Deep Learning
(2)
Keywords
3d reconstruction
(4)
novel view synthesis
(4)
scene representation
(3)
photorealistic rendering
(2)
scene reconstruction
(2)
neural radiance field
(2)
neural language model
(2)
neural network training
(1)
vision transformer
(1)
transformer architecture
(1)
text generation
(1)
data annotation
(1)
autoregressive generation
(1)
multimodal learning
(1)
visual question answering
(1)
pose estimation
(1)
robust optimization
(1)
distributed computing
(1)
synthetic data generation
(1)
human detection
(1)
Papers
PaLM-E: An Embodied Multimodal Language Model
ICML 2023
RobustNeRF: Ignoring Distractors With Robust Losses
CVPR 2023
RUST: Latent Neural Scene Representations From Unposed Imagery
CVPR 2023
Kubric: A Scalable Dataset Generator
CVPR 2022
Object Scene Representation Transformer
NeurIPS 2022
Scene Representation Transformer: Geometry-Free Novel View Synthesis Through Set-Latent Scene Representations
CVPR 2022
NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections
CVPR 2021
Trading Off Diversity and Quality in Natural Language Generation
EACL 2021
Whitening and Second Order Optimization Both Make Information in the Dataset Unusable During Training, and Can Reduce or Prevent Generalization
ICML 2021
Automatic Detection of Generated Text is Easiest when Humans are Fooled
ACL 2020
Invertible Convolutional Flow
NeurIPS 2019
Taskmaster-1: Toward a Realistic and Diverse Dialog Dataset
EMNLP 2019
The Importance of Generation Order in Language Modeling
EMNLP 2018