Zhenda Xie
16 papers · 2019–2026 · 6 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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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (41)
π§¬
Topic Evolution
π€
Dynamic Duo
(10)
ποΈ
Keyword Collector
(75)
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Research topics
Deep Learning
(14)
Computer Vision
(10)
Machine Learning
(10)
Architectures
(8)
Learning Types Β· Machine Learning
(8)
Learning Types Β· Deep Learning
(8)
Core AI Β· Computer Vision
(7)
Techniques
(6)
Artificial Intelligence
(5)
Core AI Β· Artificial Intelligence
(5)
Application Areas
(4)
Analysis
(3)
Core Methods
(3)
Models
(2)
Optimization & Theory
(2)
Keywords
self-supervised learning
(4)
representation learning
(4)
masked image modeling
(4)
object detection
(3)
transfer learning
(3)
contrastive learning
(3)
vision transformer
(3)
image classification
(3)
multimodal learning
(3)
semantic segmentation
(2)
image generation
(2)
model scaling
(2)
vision-language model
(2)
transformer architecture
(2)
autoregressive model
(2)
self-supervised pretraining
(2)
multimodal understanding
(2)
mixture of expert
(2)
attention mechanism
(1)
zero-shot learning
(1)
Papers
Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models
ACL 2026
Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation
CVPR 2025
JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation
CVPR 2025
Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention
ACL 2025
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
ACL 2024
DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior
ICLR 2024
iCLIP: Bridging Image Classification and Contrastive Language-Image Pre-Training for Visual Recognition
CVPR 2023
Improving CLIP Fine-tuning Performance
ICCV 2023
On Data Scaling in Masked Image Modeling
CVPR 2023
Revealing the Dark Secrets of Masked Image Modeling
CVPR 2023
SimMIM: A Simple Framework for Masked Image Modeling
CVPR 2022
Swin Transformer V2: Scaling Up Capacity and Resolution
CVPR 2022
Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning
CVPR 2021
Parametric Instance Classification for Unsupervised Visual Feature learning
NeurIPS 2020
Spatially Adaptive Inference with Stochastic Feature Sampling and Interpolation
ECCV 2020
Local Relation Networks for Image Recognition
ICCV 2019