Siwei Ma
18 papers · 2019–2026 · 6 venues · across top CS/AI venues
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Research topics
Deep Learning
(14)
Computer Vision
(12)
Machine Learning
(10)
Processing
(7)
Analysis
(5)
Learning Types Β· Deep Learning
(5)
Artificial Intelligence
(4)
Architectures
(4)
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Models
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Techniques
(4)
Core AI
(3)
Generation
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Learning Types Β· Machine Learning
(2)
Keywords
person re-identification
(2)
diffusion model
(2)
attention mechanism
(2)
video prediction
(2)
generative adversarial network
(2)
action recognition
(1)
vision transformer
(1)
post-training quantization
(1)
compressive sensing
(1)
image restoration
(1)
policy gradient
(1)
feature quantization
(1)
video generation
(1)
reinforcement learning
(1)
image captioning
(1)
transfer learning
(1)
motion estimation
(1)
image synthesis
(1)
image reconstruction
(1)
self-attention mechanism
(1)
Papers
BiHiTo: Biomolecular Hierarchy-inspired Tokenization
AAAI 2026
Discovering Adaptive Task Dependencies for Efficient Multi-Task Representation Compression
CVPR 2026
GauMVC: Generative Decoupled Gaussian Representation for Human-centric Multi-view Video Compression
CVPR 2026
Generative Neural Video Compression via Video Diffusion Prior
CVPR 2026
Parallax to Align Them All: An OmniParallax Attention Mechanism for Distributed Multi-View Image Compression
CVPR 2026
Emerging Advances in Learned Video Compression: Models, Systems and Beyond
IJCAI 2025
Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation
ICCV 2023
Optimization-Inspired Cross-Attention Transformer for Compressive Sensing
CVPR 2023
Instance-Aware Dynamic Neural Network Quantization
CVPR 2022
P-STMO: Pre-trained Spatial Temporal Many-to-One Model for 3D Human Pose Estimation
ECCV 2022
STRPM: A Spatiotemporal Residual Predictive Model for High-Resolution Video Prediction
CVPR 2022
Matching on Sets: Conquer Occluded Person Re-identification Without Alignment
AAAI 2021
MAU: A Motion-Aware Unit for Video Prediction and Beyond
NeurIPS 2021
Post-Training Quantization for Vision Transformer
NeurIPS 2021
Pre-Trained Image Processing Transformer
CVPR 2021
A Similarity Inference Metric for RGB-Infrared Cross-Modality Person Re-identification
IJCAI 2020
Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis
CVPR 2019
Self-Critical N-Step Training for Image Captioning
CVPR 2019