Liangliang Ren
9 papers · 2017–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🔥 Unstoppable · Bronze
🚀
Conference Pioneer
Top co-authors
Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Machine Learning
(3)
Core AI
(3)
Learning Types · Deep Learning
(3)
Reinforcement Learning
(2)
Methods
(2)
Computer Vision
(1)
Robotics
(1)
Analysis
(1)
Bayesian & Probabilistic
(1)
Capabilities
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Keywords
person re-identification
(2)
deep reinforcement learning
(1)
contrastive learning
(1)
reinforcement learning
(1)
metric learning
(1)
self-supervised learning
(1)
attention mechanism
(1)
trajectory prediction
(1)
deep learning
(1)
feature representation
(1)
global optimization
(1)
image matching
(1)
visual attention
(1)
latent distribution
(1)
actor-critic method
(1)
camera network
(1)
policy prediction
(1)
motion pattern
(1)
contrastive discrimination
(1)
distribution discrimination
(1)
Papers
VIP: Vision Instructed Pre-training for Robotic Manipulation
ICML 2025
Personalized Trajectory Prediction via Distribution Discrimination
ICCV 2021
Spatial Geometric Reasoning for Room Layout Estimation via Deep Reinforcement Learning
ECCV 2020
Enhanced Bayesian Compression via Deep Reinforcement Learning
CVPR 2019
Self-Critical Attention Learning for Person Re-Identification
ICCV 2019
Collaborative Deep Reinforcement Learning for Multi-Object Tracking
ECCV 2018
Deep Reinforcement Learning with Iterative Shift for Visual Tracking
ECCV 2018
Relaxation-Free Deep Hashing via Policy Gradient
ECCV 2018
Consistent-Aware Deep Learning for Person Re-Identification in a Camera Network
CVPR 2017