Allan Raventós
6 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (6)
🗺️
Taxonomy Completionist
(30)
🐣
Hot Topic Early Bird
Conferences
NIPS (3)
CVPR (2)
RSS (1)
Top co-authors
Keywords
autonomous driving
(2)
feature learning
(1)
hierarchical learning
(1)
imitation learning
(1)
variational inference
(1)
bayesian inference
(1)
self-attention mechanism
(1)
parameter estimation
(1)
object detection
(1)
self-supervised learning
(1)
in-context learning
(1)
sample complexity
(1)
semantic segmentation
(1)
monocular depth estimation
(1)
policy learning
(1)
instance segmentation
(1)
hierarchical reinforcement learning
(1)
sequential monte carlo
(1)
gradient descent
(1)
reinforcement learning
(1)
Papers
Get rich quick: exact solutions reveal how unbalanced initializations promote rapid feature learning
NIPS 2024
Pretraining task diversity and the emergence of non-Bayesian in-context learning for regression
NIPS 2023
SIXO: Smoothing Inference with Twisted Objectives
NIPS 2022
3D Packing for Self-Supervised Monocular Depth Estimation
CVPR 2020
Real-Time Panoptic Segmentation From Dense Detections
CVPR 2020
Reinforcement Learning based Control of Imitative Policies for Near-Accident Driving
RSS 2020