Mingfang Zhang
12 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Research topics
Computer Vision
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Deep Learning
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Analysis
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Learning Types Β· Deep Learning
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Artificial Intelligence
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Core AI
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Machine Learning
(3)
Domain-Specific
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Processing
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Data Science & Analytics
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Keywords
egocentric vision
(3)
contrastive learning
(3)
multimodal learning
(2)
multimodal large language model
(2)
hand pose estimation
(2)
stereo vision
(1)
scene understanding
(1)
3d reconstruction
(1)
vision-language alignment
(1)
deep learning
(1)
point cloud
(1)
cross-modal learning
(1)
3d vision
(1)
domain adaptation
(1)
unsupervised domain adaptation
(1)
self-supervised learning
(1)
video understanding
(1)
visual grounding
(1)
motion estimation
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representation learning
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Papers
CaST-Bench: Benchmarking Causal Chain-Grounded Spatio-Temporal Reasoning for Video Question Answering
CVPR 2026
InstAP: Instance-Aware Vision-Language Pre-Train for Spatial-Temporal Understanding
CVPR 2026
Multi-speaker Attention Alignment for Multimodal Social Interaction
CVPR 2026
Parameter-Efficient Adaptation for MLLMs via Implicit Modality Decomposition
CVPR 2026
Egocentric Action-aware Inertial Localization in Point Clouds with Vision-Language Guidance
ICCV 2025
SiMHand: Mining Similar Hands for Large-Scale 3D Hand Pose Pre-training
ICLR 2025
EgoExoLearn: A Dataset for Bridging Asynchronous Ego- and Exo-centric View of Procedural Activities in Real World
CVPR 2024
Masked Video and Body-worn IMU Autoencoder for Egocentric Action Recognition
ECCV 2024
Single-to-Dual-View Adaptation for Egocentric 3D Hand Pose Estimation
CVPR 2024
Structural Multiplane Image: Bridging Neural View Synthesis and 3D Reconstruction
CVPR 2023
GazeOnce: Real-Time Multi-Person Gaze Estimation
CVPR 2022
Optical Flow in the Dark
CVPR 2020