Pengsheng Guo
8 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (5) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
ICML (3)
ICCV (2)
CVPR (1)
NIPS (1)
WACV (1)
Top co-authors
Research topics
Keywords
3d reconstruction
(2)
metric learning
(1)
multi-task learning
(1)
feature learning
(1)
black-box optimization
(1)
image retrieval
(1)
object detection
(1)
scene reconstruction
(1)
neural architecture search
(1)
metric optimization
(1)
neural architecture
(1)
neural reconstruction
(1)
generative model
(1)
diffusion model
(1)
latent representation
(1)
3d gaussian splatting
(1)
novel view synthesis
(1)
model fine-tuning
(1)
radiance field
(1)
multi-view stereo
(1)
Papers
Variational Rectified Flow Matching
ICML 2025
CommVQ: Commutative Vector Quantization for KV Cache Compression
ICML 2025
Bridging Diffusion Models and 3D Representations: A 3D Consistent Super-Resolution Framework
ICCV 2025
CVRecon: Rethinking 3D Geometric Feature Learning For Neural Reconstruction
ICCV 2023
GAUDI: A Neural Architect for Immersive 3D Scene Generation
NIPS 2022
Fast and Explicit Neural View Synthesis
WACV 2022
MetricOpt: Learning To Optimize Black-Box Evaluation Metrics
CVPR 2021
Learning to Branch for Multi-Task Learning
ICML 2020