LUKASZ KAISER
13 papers · 2015–2022 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (22) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Keyword Trendsetter Combo
(3)
π§
Keyword Pioneer
π
Trend Setter
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
π
Conference Pioneer
β‘
Prolific Year Β· Productive
ποΈ
Keyword Collector
(51)
Top co-authors
Research topics
Deep Learning
(11)
Architectures
(7)
Natural Language Processing
(6)
Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Optimization & Theory
(4)
Applications
(3)
Generation Β· Natural Language Processing
(3)
Techniques
(3)
Learning Types
(2)
Models
(2)
Computer Vision
(1)
Application Areas
(1)
Generation Β· Computer Vision
(1)
Keywords
neural machine translation
(4)
language modeling
(3)
attention mechanism
(2)
autoregressive model
(2)
recurrent neural network
(2)
machine translation
(2)
transformer model
(2)
extractive summarization
(1)
efficient inference
(1)
sequence modeling
(1)
model architecture
(1)
image super-resolution
(1)
locality sensitive hashing
(1)
linear complexity
(1)
random feature
(1)
image captioning
(1)
memory efficiency
(1)
convolutional neural network
(1)
image generation
(1)
transformer architecture
(1)
Papers
Hierarchical Transformers Are More Efficient Language Models
NAACL 2022
Rethinking Attention with Performers
ICLR 2021
Sparse is Enough in Scaling Transformers
NeurIPS 2021
Reformer: The Efficient Transformer
ICLR 2020
Area Attention
ICML 2019
Universal Transformers
ICLR 2019
Depthwise Separable Convolutions for Neural Machine Translation
ICLR 2018
Fast Decoding in Sequence Models Using Discrete Latent Variables
ICML 2018
Generating Wikipedia by Summarizing Long Sequences
ICLR 2018
Image Transformer
ICML 2018
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation
ACL 2018
Unsupervised Cipher Cracking Using Discrete GANs
ICLR 2018
Sentence Compression by Deletion with LSTMs
EMNLP 2015