Shaofeng Zhang
22 papers · 2020–2026 · 6 venues · across top CS/AI venues
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self-supervised learning
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vision transformer
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representation learning
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policy optimization
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masked image modeling
(2)
dense prediction
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feature alignment
(2)
object detection
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patch correspondence
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positional embedding
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point cloud
(1)
autonomous driving
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image generation
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weakly supervised learning
(1)
few-shot learning
(1)
oriented object detection
(1)
visual representation
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object localization
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Papers
Dataset Distillation by Influence Matching
CVPR 2026
Dynamic Important Example Mining for Reinforcement Finetuning
CVPR 2026
PointAlign: Feature-Level Alignment Regularization for 3D Vision-Language Models
CVPR 2026
Prompt-Free Universal Region Proposal Network
CVPR 2026
SAME: Sparse and Anchored Model Editing for Heterogeneous Incremental Learning under Limited Data
CVPR 2026
Spatial Retrieval Augmented Autonomous Driving
CVPR 2026
Unlocking Token Rewards via Training-Free Reward Attribution
CVPR 2026
CR2PQ: Continuous Relative Rotary Positional Query for Dense Visual Representation Learning
ICLR 2025
Mixture-of-Scores: Robust Image-Text Data Valuation via Three Lines of Code
ICCV 2025
Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances
CVPR 2025
Towards More Diverse and Challenging Pre-training for Point Cloud Learning: Self-Supervised Cross Reconstruction with Decoupled Views
ICCV 2025
ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation
NeurIPS 2024
Continuous-Multiple Image Outpainting in One-Step via Positional Query and A Diffusion-based Approach
ICLR 2024
PCP-MAE: Learning to Predict Centers for Point Masked Autoencoders
NeurIPS 2024
Contextual Image Masking Modeling via Synergized Contrasting without View Augmentation for Faster and Better Visual Pretraining
ICLR 2023
HAP: Structure-Aware Masked Image Modeling for Human-Centric Perception
NeurIPS 2023
Patch-Level Contrasting without Patch Correspondence for Accurate and Dense Contrastive Representation Learning
ICLR 2023
Patch-level Contrastive Learning via Positional Query for Visual Pre-training
ICML 2023
Align Representations With Base: A New Approach to Self-Supervised Learning
CVPR 2022
Self-Supervised Learning of Visual Graph Matching
ECCV 2022
Zero-CL: Instance and Feature decorrelation for negative-free symmetric contrastive learning
ICLR 2022
The Diversified Ensemble Neural Network
NeurIPS 2020