Sucheng Ren
25 papers · 2020–2026 · 6 conferences · across top CS/AI conferences
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Conference Polyglot
(6)
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(5)
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Century Club
(25)
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The Questioner
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(7)
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Keyword Collector
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Conferences
CVPR (9)
ICCV (4)
ECCV (3)
ICLR (3)
ICML (3)
WACV (3)
Top co-authors
Keywords
vision transformer
(6)
knowledge distillation
(4)
semantic segmentation
(3)
representation learning
(3)
self-supervised learning
(3)
image classification
(3)
video object segmentation
(2)
object detection
(2)
vision mamba
(2)
masked image modeling
(2)
model compression
(2)
state space model
(2)
contrastive learning
(2)
domain adaptation
(1)
online learning
(1)
self-attention mechanism
(1)
image generation
(1)
metric learning
(1)
few-shot learning
(1)
attention mechanism
(1)
Papers
LVM-Lite: Training Large Vision Models with Efficient Sequential Modeling
WACV 2026
What If We Recaption Billions of Web Images with LLaMA-3?
ICML 2025
FlowAR: Scale-wise Autoregressive Image Generation Meets Flow Matching
ICML 2025
DeepMIM: Deep Supervision for Masked Image Modeling
WACV 2025
Autoregressive Pretraining with Mamba in Vision
ICLR 2025
Mamba-Reg: Vision Mamba Also Needs Registers
CVPR 2025
Adventurer: Optimizing Vision Mamba Architecture Designs for Efficiency
CVPR 2025
Beyond Next-Token: Next-X Prediction for Autoregressive Visual Generation
ICCV 2025
Rejuvenating image-GPT as Strong Visual Representation Learners
ICML 2024
Glance To Count: Learning To Rank With Anchors for Weakly-Supervised Crowd Counting
WACV 2024
The Modality Focusing Hypothesis: Towards Understanding Crossmodal Knowledge Distillation
ICLR 2023
SG-Former: Self-guided Transformer with Evolving Token Reallocation
ICCV 2023
TinyMIM: An Empirical Study of Distilling MIM Pre-Trained Models
CVPR 2023
Self-supervision through Random Segments with Autoregressive Coding (RandSAC)
ICLR 2023
Shunted Self-Attention via Multi-Scale Token Aggregation
CVPR 2022
DynaST: Dynamic Sparse Transformer for Exemplar-Guided Image Generation
ECCV 2022
Learning from Multiple Annotator Noisy Labels via Sample-Wise Label Fusion
ECCV 2022
Co-Advise: Cross Inductive Bias Distillation
CVPR 2022
A Simple Data Mixing Prior for Improving Self-Supervised Learning
CVPR 2022
On Feature Decorrelation in Self-Supervised Learning
ICCV 2021
Delving Deep Into Many-to-Many Attention for Few-Shot Video Object Segmentation
CVPR 2021
Learning From the Master: Distilling Cross-Modal Advanced Knowledge for Lip Reading
CVPR 2021
Reciprocal Transformations for Unsupervised Video Object Segmentation
CVPR 2021
Multimodal Knowledge Expansion
ICCV 2021
TENet: Triple Excitation Network for Video Salient Object Detection
ECCV 2020