Radu Tudor Ionescu

51 papers · 2014–2026 · 12 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (13) 🧭 Keyword Pioneer 🌈 Renaissance Researcher (10) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (83) 🌍 Conference Polyglot (11) 🐣 Hot Topic Early Bird 🏃 Academic Marathon (12) 🔬 Deep Specialist (17) 🏆 Keyword Champion (4) 🔥 Unstoppable (11) ⚡ Prolific Year (5) 🚀 Conference Pioneer 💎 Century Club (48) ❓ The Questioner (3) 📈 Trend Setter 🗃️ Keyword Collector (205)

Conferences

CVPR (9) WACV (8) EACL (6) NAACL (6) ACL (5) COLING (4) EMNLP (4) INTERSPEECH (3) ICCV (2) NIPS (2) AAAI (1) IJCNLP (1)

Top co-authors

Mihaela Gaman (9) Marius Popescu (8) Fahad Shahbaz Khan (7) Mariana-Iuliana Georgescu (7) Andrei Butnaru (6) Mubarak Shah (6) Nicolae-Cătălin Ristea (5) Yves Scherrer (5) Antonio Barbalau (4) Ana-Cristina Rogoz (3)

Research topics

Linguistics (2)

Keywords

text classification (10) dialect identification (5) word embedding (4) language identification (4) string kernel (4) romanian language (4) self-supervised learning (4) unsupervised learning (4) curriculum learning (4) shared task (4) knowledge distillation (4) data augmentation (3) video anomaly detection (3) object detection (3) convolutional neural network (3) sentiment analysis (3) transfer learning (3) feature extraction (3) masked autoencoder (3) multilingual nlp (2)

Papers

XMAD-Bench: Cross-Domain Multilingual Audio Deepfake Benchmark EACL 2026

Text Classification Under Class Distribution Shift: A Survey EACL 2026

ExDDV: A New Dataset for Explainable Deepfake Detection in Video WACV 2026

AutoMalDesc: Large-Scale Script Analysis for Cyber Threat Research AAAI 2026

Multi-Level Feature Distillation of Joint Teachers Trained on Distinct Image Datasets WACV 2025

DLCR: A Generative Data Expansion Framework via Diffusion for Clothes-Changing Person Re-ID WACV 2025

Task-Informed Anti-Curriculum by Masking Improves Downstream Performance on Text ACL 2025

Weight Copy and Low-Rank Adaptation for Few-Shot Distillation of Vision Transformers WACV 2025

RipVIS: Rip Currents Video Instance Segmentation Benchmark for Beach Monitoring and Safety CVPR 2025

Curriculum Direct Preference Optimization for Diffusion and Consistency Models CVPR 2025

PQPP: A Joint Benchmark for Text-to-Image Prompt and Query Performance Prediction CVPR 2025

VarDial Evaluation Campaign 2024: Commonsense Reasoning in Dialects and Multi-Label Similar Language Identification NAACL 2024

CL-MAE: Curriculum-Learned Masked Autoencoders WACV 2024

UnibucLLM: Harnessing LLMs for Automated Prediction of Item Difficulty and Response Time for Multiple-Choice Questions NAACL 2024

RoDia: A New Dataset for Romanian Dialect Identification from Speech NAACL 2024

Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors CVPR 2024

A Novel Cartography-Based Curriculum Learning Method Applied on RoNLI: The First Romanian Natural Language Inference Corpus ACL 2024

Multimodal Multi-Head Convolutional Attention With Various Kernel Sizes for Medical Image Super-Resolution WACV 2023

Audiovisual Masked Autoencoders ICCV 2023

A Novel Contrastive Learning Method for Clickbait Detection on RoCliCo: A Romanian Clickbait Corpus of News Articles EMNLP 2023

SepTr: Separable Transformer for Audio Spectrogram Processing INTERSPEECH 2022

VeriDark: A Large-Scale Benchmark for Authorship Verification on the Dark Web NIPS 2022

Findings of the VarDial Evaluation Campaign 2022 COLING 2022

Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection CVPR 2022

UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection CVPR 2022

Rethinking the Authorship Verification Experimental Setups EMNLP 2022

SuPEr-SAM: Using the Supervision Signal From a Pose Estimator to Train a Spatial Attention Module for Personal Protective Equipment Recognition WACV 2021

Findings of the VarDial Evaluation Campaign 2021 EACL 2021

Clustering Word Embeddings with Self-Organizing Maps. Application on LaRoSeDa - A Large Romanian Sentiment Data Set EACL 2021

Anomaly Detection in Video via Self-Supervised and Multi-Task Learning CVPR 2021

SaRoCo: Detecting Satire in a Novel Romanian Corpus of News Articles IJCNLP 2021

SaRoCo: Detecting Satire in a Novel Romanian Corpus of News Articles ACL 2021

Self-Paced Ensemble Learning for Speech and Audio Classification INTERSPEECH 2021

UnibucKernel: Geolocating Swiss German Jodels Using Ensemble Learning EACL 2021

Are you Wearing a Mask? Improving Mask Detection from Speech Using Augmentation by Cycle-Consistent GANs INTERSPEECH 2020

A Report on the VarDial Evaluation Campaign 2020 COLING 2020

Combining Deep Learning and String Kernels for the Localization of Swiss German Tweets COLING 2020

Black-Box Ripper: Copying black-box models using generative evolutionary algorithms NIPS 2020

Image Difficulty Curriculum for Generative Adversarial Networks (CuGAN) WACV 2020

Vector of Locally-Aggregated Word Embeddings (VLAWE): A Novel Document-level Representation NAACL 2019

Object-Centric Auto-Encoders and Dummy Anomalies for Abnormal Event Detection in Video CVPR 2019

MOROCO: The Moldavian and Romanian Dialectal Corpus ACL 2019

A Report on the Third VarDial Evaluation Campaign NAACL 2019

UnibucKernel: A kernel-based learning method for complex word identification NAACL 2018

Automated essay scoring with string kernels and word embeddings ACL 2018

Improving the results of string kernels in sentiment analysis and Arabic dialect identification by adapting them to your test set EMNLP 2018

UnibucKernel Reloaded: First Place in Arabic Dialect Identification for the Second Year in a Row COLING 2018

Unmasking the Abnormal Events in Video ICCV 2017

ShotgunWSD: An unsupervised algorithm for global word sense disambiguation inspired by DNA sequencing EACL 2017

How Hard Can It Be? Estimating the Difficulty of Visual Search in an Image CVPR 2016

Can characters reveal your native language? A language-independent approach to native language identification EMNLP 2014