Zhile Ren
13 papers · 2013–2025 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (27)
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Century Club Β· Bronze
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Research topics
Computer Vision
(10)
Analysis
(9)
Deep Learning
(6)
Artificial Intelligence
(4)
Machine Learning
(4)
Architectures
(4)
Core AI Β· Artificial Intelligence
(4)
Application Areas
(2)
Core AI Β· Computer Vision
(2)
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(2)
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(2)
Processing
(2)
Techniques
(2)
Computer Science
(1)
Robotics
(1)
Keywords
scene understanding
(3)
neural network
(2)
3d reconstruction
(2)
rgb-d image
(2)
convolutional neural network
(2)
depth estimation
(2)
image segmentation
(1)
semantic segmentation
(1)
neural network compression
(1)
pose estimation
(1)
computer vision
(1)
structured prediction
(1)
egocentric vision
(1)
object detection
(1)
network architecture
(1)
point cloud
(1)
channel communication
(1)
expectation maximization
(1)
attention mechanism
(1)
local attention
(1)
Papers
CommVQ: Commutative Vector Quantization for KV Cache Compression
ICML 2025
AutoFocusFormer: Image Segmentation off the Grid
CVPR 2023
UPSCALE: Unconstrained Channel Pruning
ICML 2023
FvOR: Robust Joint Shape and Pose Optimization for Few-View Object Reconstruction
CVPR 2022
Generative Multiplane Images: Making a 2D GAN 3D-Aware
ECCV 2022
MVS2D: Efficient Multi-View Stereo via Attention-Driven 2D Convolutions
CVPR 2022
Semantic MapNet: Building Allocentric Semantic Maps and Representations from Egocentric Views
AAAI 2021
3D Scene Reconstruction With Multi-Layer Depth and Epipolar Transformers
ICCV 2019
Cross-channel Communication Networks
NeurIPS 2019
Embodied Amodal Recognition: Learning to Move to Perceive Objects
ICCV 2019
3D Object Detection With Latent Support Surfaces
CVPR 2018
Three-Dimensional Object Detection and Layout Prediction Using Clouds of Oriented Gradients
CVPR 2016
Image Segmentation by Cascaded Region Agglomeration
CVPR 2013