Sijia Cai
10 papers · 2016–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze
🚀
Conference Pioneer
💎
Century Club · Bronze
Top co-authors
Research topics
Computer Vision
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Analysis
(3)
Machine Learning
(2)
Generation
(2)
Architectures
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
contrastive learning
(1)
reinforcement learning
(1)
metric learning
(1)
image generation
(1)
probabilistic modeling
(1)
sparse representation
(1)
autonomous driving
(1)
point cloud
(1)
pattern classification
(1)
likelihood maximization
(1)
video annotation
(1)
3d object detection
(1)
pairwise comparison
(1)
diffusion model
(1)
convolutional neural network
(1)
multimodal large language model
(1)
controllable generation
(1)
3d geometry
(1)
proposal refinement
(1)
preference dataset
(1)
Papers
AnyID: Ultra-Fidelity Universal Identity-Preserving Video Generation from Any Visual References
CVPR 2026
PerLDiff: Controllable Street View Synthesis Using Perspective-Layout Diffusion Model
ICCV 2025
TAU-106K: A New Dataset for Comprehensive Understanding of Traffic Accident
ICLR 2025
RoScenes: A Large-scale Multi-view 3D Dataset for Roadside Perception
ECCV 2024
Balanced and Hierarchical Relation Learning for One-Shot Object Detection
CVPR 2022
Rethinking IoU-Based Optimization for Single-Stage 3D Object Detection
ECCV 2022
Improving 3D Object Detection With Channel-Wise Transformer
ICCV 2021
Weakly-supervised Video Summarization using Variational Encoder-Decoder and Web Prior
ECCV 2018
Higher-Order Integration of Hierarchical Convolutional Activations for Fine-Grained Visual Categorization
ICCV 2017
A Probabilistic Collaborative Representation Based Approach for Pattern Classification
CVPR 2016