Danail Stoyanov
13 papers · 2017–2026 · 6 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 ↑
π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (17) π Conference Polyglot Β· Silver π₯ Unstoppable Β· Bronze
π
Century Club Β· Bronze
π
Conference Pioneer
Top co-authors
Research topics
Computer Vision
(3)
Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Analysis
(2)
Core AI
(2)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Healthcare & Medicine
(1)
Clinical
(1)
Generation
(1)
Learning Types Β· Machine Learning
(1)
Models
(1)
Optimization & Theory
(1)
Techniques
(1)
Keywords
representation learning
(1)
pose estimation
(1)
self-supervised learning
(1)
attention mechanism
(1)
multimodal learning
(1)
feature disentanglement
(1)
latent representation
(1)
variational autoencoder
(1)
low-rank adaptation
(1)
energy-based model
(1)
gradient projection
(1)
action segmentation
(1)
identity feature
(1)
keypoint detection
(1)
agent planning
(1)
disentanglement learning
(1)
3d shape
(1)
attention bottleneck
(1)
large language model
(1)
surgical instrument detection
(1)
Papers
MID-POSE: Multi-Instrument Detection and Pose Estimation in Endoscopic Surgery
MIDL 2026
Surgical AI Copilot: Energy-Based Fourier Gradient Low-Rank Adaptation for Surgical LLM Agent Reasoning and Planning
AAAI 2026
3D Acetabular Surface Reconstruction from 2D Pre-operative X-ray Images using SRVF Elastic Registration and Deformation Graph
MICCAI 2025
Endo-FASt3r: Endoscopic Foundation model Adaptation for Structure from motion
MICCAI 2025
SurgicalGS: Dynamic 3D Gaussian Splatting for Accurate Robotic-Assisted Surgical Scene Reconstruction
MICCAI 2025
Gaussian Pancakes: Geometrically-Regularized 3D Gaussian Splatting for Realistic Endoscopic Reconstruction
MICCAI 2024
HUP-3D: A 3D multi-view synthetic dataset for assisted-egocentric hand-ultrasound-probe pose estimation
MICCAI 2024
PitVQA: Image-grounded Text Embedding LLM for Visual Question Answering in Pituitary Surgery
MICCAI 2024
Region-Specific Retrieval Augmentation for Longitudinal Visual Question Answering: A Mix-and-Match Paradigm
MICCAI 2024
ASPnet: Action Segmentation With Shared-Private Representation of Multiple Data Sources
CVPR 2023
3D Shape Variational Autoencoder Latent Disentanglement via Mini-Batch Feature Swapping for Bodies and Faces
CVPR 2022
Predicting Visual Overlap of Images Through Interpretable Non-Metric Box Embeddings
ECCV 2020
Refractive Structure-From-Motion Through a Flat Refractive Interface
ICCV 2017