Mandela Patrick
7 papers · 2019–2021 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
🧭
Keyword Pioneer
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Machine Learning
(5)
Learning Types · Machine Learning
(5)
Artificial Intelligence
(4)
Computer Vision
(4)
Deep Learning
(4)
Core AI
(4)
Processing
(4)
Techniques
(2)
Natural Language Processing
(1)
Analysis
(1)
Architectures
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Resources & Methods
(1)
Keywords
self-supervised learning
(3)
video understanding
(3)
representation learning
(2)
video representation
(2)
cross-lingual transfer
(1)
multimodal learning
(1)
cross-modal learning
(1)
multilingual pretraining
(1)
video transformer
(1)
perturbation analysis
(1)
transformation invariance
(1)
video clustering
(1)
deep neural network
(1)
vision-language model
(1)
zero-shot transfer
(1)
feature visualization
(1)
video-text retrieval
(1)
temporal correspondence
(1)
intermediate layer
(1)
multilingual multimodal
(1)
Papers
Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers
NeurIPS 2021
Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models
NAACL 2021
On Compositions of Transformations in Contrastive Self-Supervised Learning
ICCV 2021
Space-Time Crop & Attend: Improving Cross-Modal Video Representation Learning
ICCV 2021
Support-set bottlenecks for video-text representation learning
ICLR 2021
Labelling unlabelled videos from scratch with multi-modal self-supervision
NeurIPS 2020
Understanding Deep Networks via Extremal Perturbations and Smooth Masks
ICCV 2019