Arun Mallya
18 papers · 2015–2023 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (38) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
ποΈ
Keyword Collector
(78)
π
Trend Setter
π
Renaissance Researcher
(5)
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Conference Pioneer
Venues
Top co-authors
Research topics
Deep Learning
(10)
Machine Learning
(8)
Artificial Intelligence
(7)
Application Areas
(5)
Learning Types Β· Machine Learning
(5)
Learning Types Β· Deep Learning
(5)
Computer Vision
(4)
Core AI
(4)
Analysis
(3)
Learning Paradigms
(3)
Models
(3)
Optimization & Theory Β· Machine Learning
(3)
Optimization & Theory Β· Deep Learning
(3)
Architectures
(2)
Generation
(2)
Keywords
model compression
(2)
adversarial training
(2)
neural rendering
(2)
unsupervised learning
(2)
network pruning
(2)
image animation
(2)
3d reconstruction
(1)
vision transformer
(1)
image classification
(1)
catastrophic forgetting
(1)
continual learning
(1)
multi-task learning
(1)
few-shot learning
(1)
feature extraction
(1)
neural network pruning
(1)
image synthesis
(1)
portrait animation
(1)
reinforcement learning
(1)
image reconstruction
(1)
knowledge distillation
(1)
Papers
SPACE: Speech-driven Portrait Animation with Controllable Expression
ICCV 2023
A-ViT: Adaptive Tokens for Efficient Vision Transformer
CVPR 2022
Implicit Neural Representations with Levels-of-Experts
NeurIPS 2022
Implicit Warping for Animation with Image Sets
NeurIPS 2022
Multimodal Conditional Image Synthesis with Product-of-Experts GANs
ECCV 2022
GANcraft: Unsupervised 3D Neural Rendering of Minecraft Worlds
ICCV 2021
One-Shot Free-View Neural Talking-Head Synthesis for Video Conferencing
CVPR 2021
See Through Gradients: Image Batch Recovery via GradInversion
CVPR 2021
Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion
CVPR 2020
UNAS: Differentiable Architecture Search Meets Reinforcement Learning
CVPR 2020
World-Consistent Video-to-Video Synthesis
ECCV 2020
Few-Shot Unsupervised Image-to-Image Translation
ICCV 2019
Importance Estimation for Neural Network Pruning
CVPR 2019
PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning
CVPR 2018
Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights
ECCV 2018
Phrase Localization and Visual Relationship Detection With Comprehensive Image-Language Cues
ICCV 2017
Recurrent Models for Situation Recognition
ICCV 2017
Learning Informative Edge Maps for Indoor Scene Layout Prediction
ICCV 2015