Jianxin Ma
14 papers · 2019–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (32) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Grand Slam
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Topic Evolution
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Dynamic Duo
(10)
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Renaissance Researcher
(5)
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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Keyword Collector
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Top co-authors
Research topics
Machine Learning
(10)
Deep Learning
(9)
Artificial Intelligence
(7)
Architectures
(6)
Core AI
(6)
Learning Types Β· Machine Learning
(6)
Computer Vision
(5)
Learning Types Β· Deep Learning
(4)
Core Methods
(3)
Generation
(3)
Analysis
(2)
Application Areas
(2)
Models
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Keywords
variational autoencoder
(2)
disentangled representation
(2)
image generation
(2)
multimodal learning
(2)
image captioning
(1)
variational inference
(1)
representation learning
(1)
collaborative filtering
(1)
temporal modeling
(1)
inductive reasoning
(1)
image restoration
(1)
visual grounding
(1)
video understanding
(1)
conditional generation
(1)
human pose estimation
(1)
transfer learning
(1)
3d human pose estimation
(1)
diffusion model
(1)
contrastive learning
(1)
transformer architecture
(1)
Papers
Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning
ACL 2025
IW-Bench: Evaluating Large Multimodal Models for Converting Image-to-Web
ACL 2025
TypedThinker: Diversify Large Language Model Reasoning with Typed Thinking
ICLR 2025
Controllable 3D Face Generation with Conditional Style Code Diffusion
AAAI 2024
Global-to-Local Modeling for Video-Based 3D Human Pose and Shape Estimation
CVPR 2023
JOTR: 3D Joint Contrastive Learning with Transformers for Occluded Human Mesh Recovery
ICCV 2023
TransHuman: A Transformer-based Human Representation for Generalizable Neural Human Rendering
ICCV 2023
OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework
ICML 2022
Learning to Rehearse in Long Sequence Memorization
ICML 2021
UFC-BERT: Unifying Multi-Modal Controls for Conditional Image Synthesis
NeurIPS 2021
Counterfactual Prediction for Bundle Treatment
NeurIPS 2020
Variational Autoencoders for Highly Multivariate Spatial Point Processes Intensities
ICLR 2020
Disentangled Graph Convolutional Networks
ICML 2019
Learning Disentangled Representations for Recommendation
NeurIPS 2019