Babak Taati
8 papers · 2021–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (22) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
WACV (5)
ICCV (1)
MLHC (1)
NIPS (1)
Top co-authors
Keywords
transformer architecture
(1)
contrastive learning
(1)
image segmentation
(1)
few-shot learning
(1)
action recognition
(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)
convolutional neural network
(1)
disentangled representation
(1)
benchmark dataset
(1)
variational autoencoder
(1)
masked prediction
(1)
creative problem solving
(1)
generative modeling
(1)
Papers
FastHMR: Accelerating Human Mesh Recovery via Token and Layer Merging with Diffusion Decoding
WACV 2026
STARS: Self-supervised Tuning for 3D Action Recognition in Skeleton Sequences
WACV 2026
GAITGen: Disentangled Motion-Pathology Impaired Gait Generative Model -- Bringing Motion Generation to the Clinical Domain
WACV 2026
SUM: Saliency Unification through Mamba for Visual Attention Modeling
WACV 2025
LIFT: Latent Implicit Functions for Task- and Data-Agnostic Encoding
ICCV 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
NIPS 2023
Intraoperative Adverse Event Detection in Laparoscopic Surgery: Stabilized Multi-Stage Temporal Convolutional Network with Focal-Uncertainty Loss
MLHC 2021