Jean-Baptiste Alayrac
24 papers · 2016–2022 · 8 venues · across top CS/AI venues
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Achievements
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(10)
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Conference Pioneer
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Century Club Β· Bronze
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Unstoppable Β· Bronze
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Keyword Collector
(111)
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Prolific Year Β· Productive
Top co-authors
Research topics
Machine Learning
(15)
Deep Learning
(13)
Learning Types Β· Machine Learning
(12)
Artificial Intelligence
(8)
Learning Types Β· Deep Learning
(8)
Computer Vision
(7)
Architectures
(7)
Core AI
(7)
Processing
(7)
Core Methods
(6)
Natural Language Processing
(4)
Applications
(4)
Analysis
(3)
Learning Paradigms
(2)
Optimization & Theory
(2)
Keywords
video understanding
(5)
self-supervised learning
(5)
multimodal learning
(4)
instructional video
(4)
video representation
(4)
weakly supervised learning
(3)
action localization
(3)
unsupervised learning
(3)
action recognition
(2)
representation learning
(2)
structured prediction
(2)
video retrieval
(2)
embedding learning
(1)
object detection
(1)
video segmentation
(1)
density estimation
(1)
few-shot learning
(1)
transfer learning
(1)
adversarial robustness
(1)
attention mechanism
(1)
Papers
Flamingo: a Visual Language Model for Few-Shot Learning
NeurIPS 2022
General-purpose, long-context autoregressive modeling with Perceiver AR
ICML 2022
Look for the Change: Learning Object States and State-Modifying Actions From Untrimmed Web Videos
CVPR 2022
Perceiver IO: A General Architecture for Structured Inputs & Outputs
ICLR 2022
Broaden Your Views for Self-Supervised Video Learning
ICCV 2021
Efficient Visual Pretraining With Contrastive Detection
ICCV 2021
Machine Translation Decoding beyond Beam Search
EMNLP 2021
Thinking Fast and Slow: Efficient Text-to-Visual Retrieval With Transformers
CVPR 2021
End-to-End Learning of Visual Representations From Uncurated Instructional Videos
CVPR 2020
Learning Actionness via Long-range Temporal Order Verification
ECCV 2020
Learning to Segment Actions from Observation and Narration
ACL 2020
Self-Supervised MultiModal Versatile Networks
NeurIPS 2020
Visual Grounding in Video for Unsupervised Word Translation
CVPR 2020
Are Labels Required for Improving Adversarial Robustness?
NeurIPS 2019
Controllable Attention for Structured Layered Video Decomposition
ICCV 2019
Cross-Task Weakly Supervised Learning From Instructional Videos
CVPR 2019
HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video Clips
ICCV 2019
The Visual Centrifuge: Model-Free Layered Video Representations
CVPR 2019
A flexible model for training action localization with varying levels of supervision
NeurIPS 2018
SEARNN: Training RNNs with global-local losses
ICLR 2018
Joint Discovery of Object States and Manipulation Actions
ICCV 2017
Learning From Video and Text via Large-Scale Discriminative Clustering
ICCV 2017
Minding the Gaps for Block Frank-Wolfe Optimization of Structured SVMs
ICML 2016
Unsupervised Learning From Narrated Instruction Videos
CVPR 2016