Pinxue Guo
10 papers · 2023–2026 · 5 venues · across top CS/AI venues
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (26) π€ Dynamic Duo (10) π Century Club Β· Bronze
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visual object tracking
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object tracking
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model compression
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knowledge distillation
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transfer learning
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contrastive learning
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real-time tracking
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adversarial robustness
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attention mechanism
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temporal information
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visual grounding
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adversarial training
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video instance segmentation
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density estimation
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data-free learning
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prompt learning
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vision transformer
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representation learning
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Papers
Seeing Is Believing: Rich-Context Hallucination Detection for MLLMs via Backward Visual Grounding
AAAI 2026
General Compression Framework for Efficient Transformer Object Tracking
ICCV 2025
OpenVIS: Open-vocabulary Video Instance Segmentation
AAAI 2025
DeTrack: In-model Latent Denoising Learning for Visual Object Tracking
NeurIPS 2024
OneTracker: Unifying Visual Object Tracking with Foundation Models and Efficient Tuning
CVPR 2024
OneVOS: Unifying Video Object Segmentation with All-in-One Transformer Framework
ECCV 2024
Out of Thin Air: Exploring Data-Free Adversarial Robustness Distillation
AAAI 2024
Hierarchical Visual Categories Modeling: A Joint Representation Learning and Density Estimation Framework for Out-of-Distribution Detection
ICCV 2023
LVOS: A Benchmark for Long-term Video Object Segmentation
ICCV 2023
Reading Relevant Feature from Global Representation Memory for Visual Object Tracking
NeurIPS 2023