Winston H. Hsu
23 papers · 2015–2026 · 12 venues · across top CS/AI venues
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Achievements
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(15)
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(5)
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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Research topics
Artificial Intelligence
(12)
Computer Vision
(10)
Core AI
(10)
Analysis
(8)
Machine Learning
(7)
Deep Learning
(5)
Learning Types Β· Machine Learning
(4)
Domain-Specific
(3)
Natural Language Processing
(2)
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(2)
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Core Methods
(2)
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Learning Types Β· Deep Learning
(2)
Data Science & Analytics
(1)
Keywords
depth estimation
(3)
large language model
(3)
attention mechanism
(2)
few-shot learning
(2)
vision-language model
(2)
object detection
(2)
active learning
(2)
video understanding
(2)
imitation learning
(2)
temporal reasoning
(1)
visual question answering
(1)
temporal modeling
(1)
zero-shot learning
(1)
similarity learning
(1)
sparse coding
(1)
autonomous driving
(1)
anomaly detection
(1)
feature matching
(1)
chain-of-thought reasoning
(1)
domain adaptation
(1)
Papers
ADAPT: Benchmarking Commonsense Planning under Unspecified Affordance Constraints
ACL 2026
Affordance-Guided Coarse-to-Fine Exploration for Base Placement in Open-Vocabulary Mobile Manipulation
AAAI 2026
VLN-NF: Feasibility-Aware Vision-and-Language Navigation with False-Premise Instructions
ACL 2026
Attention Tracker: Detecting Prompt Injection Attacks in LLMs
NAACL 2025
HERMES: temporal-coHERent long-forM understanding with Episodes and Semantics
ICCV 2025
MovieCORE: COgnitive REasoning in Movies
EMNLP 2025
VICtoR: Learning Hierarchical Vision-Instruction Correlation Rewards for Long-horizon Manipulation
ICLR 2025
AED: Adaptable Error Detection for Few-shot Imitation Policy
NeurIPS 2024
Context-Aware Replanning with Pre-Explored Semantic Map for Object Navigation
CoRL 2024
Distribution Discrepancy and Feature Heterogeneity for Active 3D Object Detection
CoRL 2024
Enhancing Sustainable Urban Mobility Prediction with Telecom Data: A Spatio-Temporal Framework Approach
IJCAI 2024
TelTrans: Applying Multi-Type Telecom Data to Transportation Evaluation and Prediction via Multifaceted Graph Modeling
AAAI 2024
Unveiling Narrative Reasoning Limits of Large Language Models with Trope in Movie Synopses
EMNLP 2024
Revisiting Depth-guided Methods for Monocular 3D Object Detection by Hierarchical Balanced Depth
CoRL 2023
D2ADA: Dynamic Density-Aware Active Domain Adaptation for Semantic Segmentation
ECCV 2022
MonoDTR: Monocular 3D Object Detection With Depth-Aware Transformer
CVPR 2022
Stage Conscious Attention Network (SCAN): A Demonstration-Conditioned Policy for Few-Shot Imitation
AAAI 2022
Class-Agnostic Few-Shot Object Counting
WACV 2021
ReDAL: Region-Based and Diversity-Aware Active Learning for Point Cloud Semantic Segmentation
ICCV 2021
S3: Learnable Sparse Signal Superdensity for Guided Depth Estimation
CVPR 2021
Super-Identity Convolutional Neural Network for Face Hallucination
ECCV 2018
Drone-Based Object Counting by Spatially Regularized Regional Proposal Network
ICCV 2017
Scalable Object Detection by Filter Compression With Regularized Sparse Coding
CVPR 2015