Mandela Patrick
7 papers · 2019–2021 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Renaissance Researcher (5) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (15)
π§
Keyword Pioneer
β‘
Prolific Year
(5)
Conferences
ICCV (3)
NIPS (2)
ICLR (1)
NAACL (1)
Top co-authors
Keywords
video understanding
(3)
self-supervised learning
(3)
video representation
(2)
action recognition
(1)
video classification
(1)
cross-lingual transfer
(1)
cross-modal learning
(1)
multi-modal learning
(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)
temporal correspondence
(1)
intermediate layer
(1)
multilingual multimodal
(1)
multilingual pre-training
(1)
Papers
On Compositions of Transformations in Contrastive Self-Supervised Learning
ICCV 2021
Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers
NIPS 2021
Support-set bottlenecks for video-text representation learning
ICLR 2021
Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models
NAACL 2021
Space-Time Crop & Attend: Improving Cross-Modal Video Representation Learning
ICCV 2021
Labelling unlabelled videos from scratch with multi-modal self-supervision
NIPS 2020
Understanding Deep Networks via Extremal Perturbations and Smooth Masks
ICCV 2019