Babak Taati
9 papers · 2021–2026 · 5 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
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Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(22)
Venues
Top co-authors
Research topics
Deep Learning
(7)
Computer Vision
(6)
Analysis
(4)
Models
(4)
Artificial Intelligence
(3)
Machine Learning
(3)
Architectures
(3)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Processing
(2)
Core AI · Computer Vision
(1)
Core AI · Artificial Intelligence
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Types · Deep Learning
(1)
Keywords
transformer architecture
(1)
contrastive learning
(1)
image segmentation
(1)
few-shot learning
(1)
action recognition
(1)
image restoration
(1)
signal representation
(1)
self-supervised learning
(1)
attention mechanism
(1)
video understanding
(1)
visual attention
(1)
3d human pose estimation
(1)
implicit neural representation
(1)
state space model
(1)
diffusion model
(1)
convolutional neural network
(1)
disentangled representation
(1)
benchmark dataset
(1)
variational autoencoder
(1)
generative modeling
(1)
Papers
Face2Scene: Using Facial Degradation as an Oracle for Diffusion-Based Scene Restoration
CVPR 2026
FastHMR: Accelerating Human Mesh Recovery via Token and Layer Merging with Diffusion Decoding
WACV 2026
GAITGen: Disentangled Motion-Pathology Impaired Gait Generative Model -- Bringing Motion Generation to the Clinical Domain
WACV 2026
STARS: Self-supervised Tuning for 3D Action Recognition in Skeleton Sequences
WACV 2026
LIFT: Latent Implicit Functions for Task- and Data-Agnostic Encoding
ICCV 2025
SUM: Saliency Unification through Mamba for Visual Attention Modeling
WACV 2025
MotionAGFormer: Enhancing 3D Human Pose Estimation With a Transformer-GCNFormer Network
WACV 2024
Large Language Models are Fixated by Red Herrings: Exploring Creative Problem Solving and Einstellung Effect using the Only Connect Wall Dataset
NeurIPS 2023
Intraoperative Adverse Event Detection in Laparoscopic Surgery: Stabilized Multi-Stage Temporal Convolutional Network with Focal-Uncertainty Loss
MLHC 2021