Siyuan Zhou
15 papers · 2019–2026 · 8 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· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (35)
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Topic Evolution
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(82)
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Century Club Β· Bronze
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Unstoppable Β· Bronze
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Research topics
Deep Learning
(10)
Artificial Intelligence
(7)
Computer Vision
(7)
Core AI
(7)
Analysis
(6)
Machine Learning
(5)
Reinforcement Learning
(4)
Robotics
(4)
Applications Β· Reinforcement Learning
(4)
Learning Types Β· Deep Learning
(4)
Learning Types Β· Machine Learning
(4)
Models
(4)
Generation
(3)
Applications Β· Robotics
(2)
Architectures
(2)
Keywords
video generation
(2)
reinforcement learning
(2)
transfer learning
(2)
few-shot learning
(1)
video segmentation
(1)
hierarchical learning
(1)
knowledge transfer
(1)
object detection
(1)
neural rendering
(1)
object tracking
(1)
knowledge distillation
(1)
multimodal learning
(1)
point cloud
(1)
object localization
(1)
gaussian splatting
(1)
similarity learning
(1)
instance segmentation
(1)
embodied ai
(1)
imitation learning
(1)
semantic segmentation
(1)
Papers
PhysInOne: Visual Physics Learning and Reasoning in One Suite
CVPR 2026
AdaWorld: Learning Adaptable World Models with Latent Actions
ICML 2025
FreeGave: 3D Physics Learning from Dynamic Videos by Gaussian Velocity
CVPR 2025
Learning 4D Embodied World Models
ICCV 2025
RayletDF: Raylet Distance Fields for Generalizable 3D Surface Reconstruction from Point Clouds or Gaussians
ICCV 2025
RoboDreamer: Learning Compositional World Models for Robot Imagination
ICML 2024
Adaptive Online Replanning with Diffusion Models
NeurIPS 2023
Video Object of Interest Segmentation
AAAI 2023
Finding Fallen Objects via Asynchronous Audio-Visual Integration
CVPR 2022
Learning Object Placement via Dual-Path Graph Completion
ECCV 2022
Weak-shot Semantic Segmentation via Dual Similarity Transfer
NeurIPS 2022
Fault-Tolerant Replication with Pull-Based Consensus in MongoDB
NSDI 2021
Learning Task Decomposition with Ordered Memory Policy Network
ICLR 2021
PlasticineLab: A Soft-Body Manipulation Benchmark with Differentiable Physics
ICLR 2021
Transferable Interactiveness Knowledge for Human-Object Interaction Detection
CVPR 2019