Ashwini Pokle
8 papers · 2018–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (7) π Renaissance Researcher (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (23)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
NIPS (4)
AISTATS (1)
CORL (1)
EMNLP (1)
ICLR (1)
Top co-authors
Keywords
fixed point
(2)
deep equilibrium
(2)
image generation
(2)
diffusion model
(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)
generalization performance
(1)
fourier neural operator
(1)
attention model
(1)
recurrent network
(1)
topological representation
(1)
Papers
Consistency Models Made Easy
ICLR 2025
One-Step Diffusion Distillation via Deep Equilibrium Models
NIPS 2023
Deep Equilibrium Based Neural Operators for Steady-State PDEs
NIPS 2023
Path Independent Equilibrium Models Can Better Exploit Test-Time Computation
NIPS 2022
Deep Equilibrium Approaches to Diffusion Models
NIPS 2022
Contrasting the landscape of contrastive and non-contrastive learning
AISTATS 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