Zizheng Pan
17 papers · 2020–2025 · 7 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (29)
π€
Dynamic Duo
(12)
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(68)
π₯
Unstoppable Β· Bronze
Top co-authors
Research topics
Deep Learning
(12)
Machine Learning
(9)
Application Areas
(8)
Architectures
(8)
Computer Vision
(7)
Techniques
(7)
Artificial Intelligence
(4)
Core AI Β· Artificial Intelligence
(4)
Core AI Β· Computer Vision
(3)
Models
(3)
Optimization & Theory Β· Deep Learning
(3)
Analysis
(2)
Learning Types
(2)
Optimization & Theory Β· Machine Learning
(2)
Natural Language Processing
(1)
Keywords
vision transformer
(4)
image generation
(3)
model compression
(3)
large language model
(3)
object detection
(2)
transformer architecture
(2)
multimodal learning
(2)
multimodal understanding
(2)
autoregressive model
(2)
transfer learning
(2)
efficient computing
(2)
image classification
(2)
vision-language model
(2)
diffusion model
(2)
model stitching
(2)
model distillation
(1)
knowledge distillation
(1)
attention mechanism
(1)
efficient training
(1)
neural network optimization
(1)
Papers
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
PaRa: Personalizing Text-to-Image Diffusion via Parameter Rank Reduction
ICLR 2025
T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching
ICLR 2025
Efficient Stitchable Task Adaptation
CVPR 2024
MiniCache: KV Cache Compression in Depth Dimension for Large Language Models
NeurIPS 2024
Stitched ViTs are Flexible Vision Backbones
ECCV 2024
A Survey on Efficient Training of Transformers
IJCAI 2023
Dynamic Focus-Aware Positional Queries for Semantic Segmentation
CVPR 2023
Stitchable Neural Networks
CVPR 2023
An Efficient Spatio-Temporal Pyramid Transformer for Action Detection
ECCV 2022
EcoFormer: Energy-Saving Attention with Linear Complexity
NeurIPS 2022
Fast Vision Transformers with HiLo Attention
NeurIPS 2022
Less Is More: Pay Less Attention in Vision Transformers
AAAI 2022
Scalable Vision Transformers With Hierarchical Pooling
ICCV 2021
The Road To Know-Where: An Object-and-Room Informed Sequential BERT for Indoor Vision-Language Navigation
ICCV 2021
Object-and-Action Aware Model for Visual Language Navigation
ECCV 2020