Stefan Wermter
25 papers · 2002–2026 · 13 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (48) π Academic Marathon Β· Ultra π Conference Polyglot Β· Gold π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§¬
Topic Evolution
π€
Dynamic Duo
(12)
π
Conference Pioneer
π₯
Unstoppable Β· Silver
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
π
Renaissance Researcher
(6)
ποΈ
Keyword Collector
(125)
Venues
Top co-authors
Research topics
Machine Learning
(15)
Deep Learning
(13)
Computer Vision
(12)
Artificial Intelligence
(9)
Learning Types Β· Machine Learning
(9)
Core Methods
(8)
Analysis Β· Computer Vision
(7)
Interdisciplinary
(6)
Speech & Audio
(6)
Architectures
(6)
Core AI
(6)
Learning Types Β· Deep Learning
(6)
Models
(6)
Social
(5)
Analysis Β· Speech & Audio
(4)
Keywords
representation learning
(4)
large language model
(2)
data augmentation
(2)
affective computing
(2)
generative adversarial network
(2)
bidirectional recurrent neural network
(2)
face recognition
(2)
emotion recognition
(2)
speaker recognition
(2)
image generation
(2)
recurrent neural network
(2)
transfer learning
(2)
zero-shot learning
(2)
distant supervision
(2)
multi-task learning
(2)
attention mechanism
(2)
commonsense knowledge
(2)
multimodal learning
(2)
conditional generation
(2)
pose estimation
(1)
Papers
Knowing the Facts but Choosing the Shortcut: Understanding How Large Language Models Compare Entities
EACL 2026
Unconstrained Open Vocabulary Image Classification: Zero-Shot Transfer from Text to Image via CLIP Inversion
WACV 2025
Causal State Distillation for Explainable Reinforcement Learning
CLeaR 2024
Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic
COLING 2024
Internally Rewarded Reinforcement Learning
ICML 2023
Visually Grounded Commonsense Knowledge Acquisition
AAAI 2023
Visually Grounded Continual Language Learning with Selective Specialization
EMNLP 2023
CharacterGAN: Few-Shot Keypoint Character Animation and Reposing
WACV 2022
What is Right for Me is Not Yet Right for You: A Dataset for Grounding Relative Directions via Multi-Task Learning
IJCAI 2022
GASP: Gated Attention for Saliency Prediction
IJCAI 2021
Improved Techniques for Training Single-Image GANs
WACV 2021
Visual Distant Supervision for Scene Graph Generation
ICCV 2021
Efficient Facial Feature Learning with Wide Ensemble-Based Convolutional Neural Networks
AAAI 2020
Multimodal Target Speech Separation with Voice and Face References
Interspeech 2020
A Personalized Affective Memory Model for Improving Emotion Recognition
ICML 2019
Generating Multiple Objects at Spatially Distinct Locations
ICLR 2019
LipSound: Neural Mel-Spectrogram Reconstruction for Lip Reading
Interspeech 2019
MoonGrad at SemEval-2019 Task 3: Ensemble BiRNNs for Contextual Emotion Detection in Dialogues
SemEval 2019
Predictive Auxiliary Variational Autoencoder for Representation Learning of Global Speech Characteristics
Interspeech 2019
Conversational Analysis Using Utterance-level Attention-based Bidirectional Recurrent Neural Networks
Interspeech 2018
KT-Speech-Crawler: Automatic Dataset Construction for Speech Recognition from YouTube Videos
EMNLP 2018
Automatically augmenting an emotion dataset improves classification using audio
EACL 2017
Reusing Neural Speech Representations for Auditory Emotion Recognition
IJCNLP 2017
Self-Organized Neural Learning of Statistical Inference from High-Dimensional Data
IJCAI 2013
Selforganizing Classification on the Reuters News Corpus
COLING 2002