Soumye Singhal
5 papers · 2019–2022 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(21)
🚀
Conference Pioneer
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Computer Vision
(2)
Natural Language Processing
(2)
Reinforcement Learning
(2)
Generation · Natural Language Processing
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Analysis
(1)
Applications
(1)
Core AI
(1)
Core Methods
(1)
Generation · Computer Vision
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Keywords
language drift
(2)
seeded iterated learning
(2)
iterated learning
(2)
reinforcement learning
(2)
transfer learning
(1)
multi-label learning
(1)
video generation
(1)
label noise
(1)
latent variable
(1)
language model
(1)
conversational agent
(1)
label ambiguity
(1)
temporal dependence
(1)
task completion
(1)
dialogue agent
(1)
student-teacher training
(1)
language game
(1)
motion feature
(1)
class incremental
(1)
residual vector
(1)
Papers
Multi-Label Iterated Learning for Image Classification With Label Ambiguity
CVPR 2022
Countering Language Drift with Seeded Iterated Learning
ICML 2020
Jointly Trained Image and Video Generation using Residual Vectors
WACV 2020
Supervised Seeded Iterated Learning for Interactive Language Learning
EMNLP 2020
Recall Traces: Backtracking Models for Efficient Reinforcement Learning
ICLR 2019