Alexander Hauptmann
33 papers · 2006–2025 · 12 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (70) π Academic Marathon Β· Full π Conference Polyglot Β· Gold π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Deep Specialist
(10)
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Keyword Champion
ποΈ
Keyword Collector
(160)
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Renaissance Researcher
(6)
π₯
Unstoppable Β· Bronze
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The Questioner
(2)
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Prolific Year Β· Productive
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Conference Pioneer
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Century Club Β· Bronze
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(18)
Artificial Intelligence
(15)
Core AI
(14)
Learning Types Β· Machine Learning
(14)
Computer Vision
(11)
Deep Learning
(10)
Core Methods
(8)
Learning Types Β· Deep Learning
(7)
Analysis
(6)
Natural Language Processing
(5)
Application Areas
(5)
Processing
(5)
Applications
(4)
Architectures
(4)
Learning Paradigms
(3)
Keywords
multimodal learning
(4)
video understanding
(3)
few-shot learning
(3)
contrastive learning
(3)
object detection
(2)
zero-shot learning
(2)
confidence calibration
(2)
action recognition
(2)
video analysis
(2)
cross-modal retrieval
(2)
face recognition
(2)
multilingual multimodal
(2)
transfer learning
(2)
domain adaptation
(2)
stance detection
(2)
representation learning
(2)
vision-language model
(2)
manifold learning
(1)
non-convex optimization
(1)
generative modeling
(1)
Papers
Emphasizing Discriminative Features for Dataset Distillation in Complex Scenarios
CVPR 2025
Hyperbolic vs Euclidean Embeddings in Few-Shot Learning: Two Sides of the Same Coin
WACV 2024
Text Motion Translator: A Bi-Directional Model for Enhanced 3D Human Motion Generation from Open-Vocabulary Descriptions
ECCV 2024
Towards Calibrated Robust Fine-Tuning of Vision-Language Models
NeurIPS 2024
Transitive Consistency Constrained Learning for Entity-to-Entity Stance Detection
ACL 2024
Visual Grounding for User Interfaces
NAACL 2024
DocumentNet: Bridging the Data Gap in Document Pre-training
EMNLP 2023
SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs
NeurIPS 2023
Towards Open-Domain Twitter User Profile Inference
ACL 2023
Zero-Shot and Few-Shot Stance Detection on Varied Topics via Conditional Generation
ACL 2023
KAT: A Knowledge Augmented Transformer for Vision-and-Language
NAACL 2022
Importance of Parasagittal Sensor Information in Tongue Motion Capture Through a Diphonic Analysis
Interspeech 2021
Learning To Hallucinate Examples From Extrinsic and Intrinsic Supervision
ICCV 2021
MSNet: A Multilevel Instance Segmentation Network for Natural Disaster Damage Assessment in Aerial Videos
WACV 2021
Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models
NAACL 2021
Event-Related Bias Removal for Real-time Disaster Events
EMNLP 2020
Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation
NeurIPS 2020
SimAug: Learning Robust Representations from Simulation for Trajectory Prediction
ECCV 2020
The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction
CVPR 2020
Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting
ACL 2020
ZSTAD: Zero-Shot Temporal Activity Detection
CVPR 2020
ExCL: Extractive Clip Localization Using Natural Language Descriptions
NAACL 2019
Learning Sound Events from Webly Labeled Data
IJCAI 2019
Multi-Head Attention with Diversity for Learning Grounded Multilingual Multimodal Representations
EMNLP 2019
Unsupervised Bilingual Lexicon Induction from Mono-Lingual Multimodal Data
AAAI 2019
Learning to Detect Concepts from Webly-Labeled Video Data
IJCAI 2016
The Solution Path Algorithm for Identity-Aware Multi-Object Tracking
CVPR 2016
Semantic Concept Discovery for Large-Scale Zero-Shot Event Detection
IJCAI 2015
Self-Paced Learning with Diversity
NeurIPS 2014
Harry Potter's Marauder's Map: Localizing and Tracking Multiple Persons-of-Interest by Nonnegative Discretization
CVPR 2013
Space-Time Robust Representation for Action Recognition
ICCV 2013
Are These Documents Written from Different Perspectives? A Test of Different Perspectives Based on Statistical Distribution Divergence
ACL 2006
Which Side are You on? Identifying Perspectives at the Document and Sentence Levels
CoNLL 2006