Hengtao Shen
13 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (37) π Interdisciplinary Bridge π Conference Polyglot (4)
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Cross-Pollinator
(13)
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Keyword Collector
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Century Club
(13)
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Trend Setter
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Prolific Year
(5)
Conferences
NIPS (6)
ICCV (3)
CORL (2)
CVPR (2)
Top co-authors
Keywords
representation learning
(3)
low-rank adaptation
(2)
parameter-efficient fine-tuning
(2)
vision transformer
(2)
benchmark evaluation
(1)
metric learning
(1)
contrastive learning
(1)
image generation
(1)
catastrophic forgetting
(1)
probabilistic modeling
(1)
domain generalization
(1)
transfer learning
(1)
domain adaptation
(1)
anomaly detection
(1)
uncertainty quantification
(1)
image retrieval
(1)
feature extraction
(1)
prototype learning
(1)
self-supervised learning
(1)
few-shot learning
(1)
Papers
Towards Explicit Geometry-Reflectance Collaboration for Generalized LiDAR Segmentation in Adverse Weather
CVPR 2025
Efficient Adaptation of Pre-trained Vision Transformer underpinned by Approximately Orthogonal Fine-Tuning Strategy
ICCV 2025
Shortcut Learning in Generalist Robot Policies: The Role of Dataset Diversity and Fragmentation
CORL 2025
Alleviating Hallucinations in Large Vision-Language Models through Hallucination-Induced Optimization
NIPS 2024
Goal-Reaching Policy Learning from Non-Expert Observations via Effective Subgoal Guidance
CORL 2024
CoIN: A Benchmark of Continual Instruction Tuning for Multimodel Large Language Models
NIPS 2024
Efficient Adaptation of Pre-trained Vision Transformer via Householder Transformation
NIPS 2024
ACT-Diffusion: Efficient Adversarial Consistency Training for One-step Diffusion Models
CVPR 2024
Self-Weighted Contrastive Learning among Multiple Views for Mitigating Representation Degeneration
NIPS 2023
Prototype-based Aleatoric Uncertainty Quantification for Cross-modal Retrieval
NIPS 2023
ImbSAM: A Closer Look at Sharpness-Aware Minimization in Class-Imbalanced Recognition
ICCV 2023
DETA: Denoised Task Adaptation for Few-Shot Learning
ICCV 2023
A Lower Bound of Hash Codes' Performance
NIPS 2022