Ashwini Pokle
8 papers · 2018–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Deep Learning
(8)
Machine Learning
(6)
Architectures
(3)
Models
(3)
Optimization & Theory Β· Machine Learning
(3)
Techniques
(3)
Computer Vision
(2)
Core Methods
(2)
Learning Types
(2)
Optimization & Theory Β· Deep Learning
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Robotics
(1)
Analysis
(1)
Keywords
image generation
(3)
diffusion model
(3)
deep equilibrium
(2)
fixed point
(2)
self-supervised learning
(1)
attention mechanism
(1)
model distillation
(1)
feature embedding
(1)
instruction following
(1)
natural language understanding
(1)
behavior cloning
(1)
robot manipulation
(1)
generative model
(1)
partial differential equation
(1)
deep equilibrium model
(1)
consistency model
(1)
generalization performance
(1)
fourier neural operator
(1)
attention model
(1)
recurrent network
(1)
Papers
Consistency Models Made Easy
ICLR 2025
Deep Equilibrium Based Neural Operators for Steady-State PDEs
NeurIPS 2023
One-Step Diffusion Distillation via Deep Equilibrium Models
NeurIPS 2023
Contrasting the landscape of contrastive and non-contrastive learning
AISTATS 2022
Deep Equilibrium Approaches to Diffusion Models
NeurIPS 2022
Path Independent Equilibrium Models Can Better Exploit Test-Time Computation
NeurIPS 2022
Visually-Grounded Library of Behaviors for Manipulating Diverse Objects across Diverse Configurations and Views
CoRL 2021
Translating Navigation Instructions in Natural Language to a High-Level Plan for Behavioral Robot Navigation
EMNLP 2018