Somdeb Majumdar
6 papers · 2019–2023 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird π Conference Polyglot (5) π§ Keyword Pioneer π Cross-Pollinator (13)
π
Interdisciplinary Bridge
π₯
Unstoppable
(5)
Conferences
ICML (2)
CVPR (1)
ECCV (1)
ICLR (1)
WACV (1)
Top co-authors
Keywords
evolutionary algorithm
(2)
transformer architecture
(1)
multi-agent reinforcement learning
(1)
sample efficiency
(1)
policy optimization
(1)
video prediction
(1)
trajectory prediction
(1)
egocentric vision
(1)
video understanding
(1)
object tracking
(1)
scene graph
(1)
continuous control
(1)
dynamic scene
(1)
probabilistic model
(1)
reward shaping
(1)
multi-agent competition
(1)
egocentric video
(1)
interaction prediction
(1)
policy portfolio
(1)
coordination benchmark
(1)
Papers
Exploiting Long-Term Dependencies for Generating Dynamic Scene Graphs
WACV 2023
Joint Hand Motion and Interaction Hotspots Prediction From Egocentric Videos
CVPR 2022
Learning Long-Term Spatial-Temporal Graphs for Active Speaker Detection
ECCV 2022
Optimizing Memory Placement using Evolutionary Graph Reinforcement Learning
ICLR 2021
Evolutionary Reinforcement Learning for Sample-Efficient Multiagent Coordination
ICML 2020
Collaborative Evolutionary Reinforcement Learning
ICML 2019