← Authors

Radu Soricut

54 papers · 2003–2024 · 14 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (14) πŸƒ Academic Marathon (21) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (71) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌱 Topic Pioneer πŸ† Keyword Champion (17) πŸ”¬ Deep Specialist (18) 🀝 Dynamic Duo (14) πŸ‘₯ Mega-Team (55) πŸš€ Conference Pioneer πŸ’Ž Century Club (54) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (178) πŸ”₯ Unstoppable (8) ⚑ Prolific Year (5)

Conferences

EMNLP (11) ACL (10) NAACL (7) CVPR (6) COLING (4) ICLR (3) CONLL (2) ECCV (2) ICCV (2) IJCNLP (2) NIPS (2) AAAI (1) AACL (1) CORL (1)

Top co-authors

Soravit Changpinyo (14) Piyush Sharma (14) Nan Ding (12) Bo Pang (11) Xi Chen (11) Sebastian Goodman (8) Tomer Levinboim (8) Daniel Marcu (6) Zhenhai Zhu (5) Ashish V. Thapliyal (5)

Research topics

Reinforcement Learning (1)

Keywords

image captioning (17) multimodal learning (12) visual question answering (9) transfer learning (4) video understanding (4) transformer architecture (4) vision-language model (3) domain generalization (3) object detection (3) conceptual caption (3) sequence generation (3) instructional video (2) end-to-end learning (2) faster r-cnn (2) reinforcement learning (2) linear complexity (2) natural language generation (2) policy gradient (2) machine translation (2) vision language model (2)

Papers

On Scaling Up a Multilingual Vision and Language Model CVPR 2024
CausalLM is not optimal for in-context learning ICLR 2024
ImageInWords: Unlocking Hyper-Detailed Image Descriptions EMNLP 2024
Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts CVPR 2024
Imagen Editor and EditBench: Advancing and Evaluating Text-Guided Image Inpainting CVPR 2023
PaLI: A Jointly-Scaled Multilingual Language-Image Model ICLR 2023
Connecting Vision and Language With Video Localized Narratives CVPR 2023
RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control CORL 2023
PreSTU: Pre-Training for Scene-Text Understanding ICCV 2023
MaXM: Towards Multilingual Visual Question Answering EMNLP 2023
Improving Robust Generalization by Direct PAC-Bayesian Bound Minimization CVPR 2023
End-to-end Dense Video Captioning as Sequence Generation COLING 2022
Denoising Large-Scale Image Captioning from Alt-text Data Using Content Selection Models COLING 2022
Crossmodal-3600: A Massively Multilingual Multimodal Evaluation Dataset EMNLP 2022
PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks ECCV 2022
All You May Need for VQA are Image Captions NAACL 2022
Understanding Guided Image Captioning Performance across Domains EMNLP 2021
Quality Estimation for Image Captions Based on Large-scale Human Evaluations NAACL 2021
H-Transformer-1D: Fast One-Dimensional Hierarchical Attention for Sequences IJCNLP 2021
CrossVQA: Scalably Generating Benchmarks for Systematically Testing VQA Generalization EMNLP 2021
Telling the What While Pointing to the Where: Multimodal Queries for Image Retrieval ICCV 2021
Bridging the Gap Between Practice and PAC-Bayes Theory in Few-Shot Meta-Learning NIPS 2021
H-Transformer-1D: Fast One-Dimensional Hierarchical Attention for Sequences ACL 2021
Understanding Guided Image Captioning Performance across Domains CONLL 2021
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts CVPR 2021
COSMic: A Coherence-Aware Generation Metric for Image Descriptions EMNLP 2021
Improving Text Generation Evaluation with Batch Centering and Tempered Word Mover Distance EMNLP 2020
Reinforcing an Image Caption Generator Using Off-Line Human Feedback AAAI 2020
Multimodal Pretraining for Dense Video Captioning AACL 2020
Cross-modal Language Generation using Pivot Stabilization for Web-scale Language Coverage ACL 2020
Cross-modal Coherence Modeling for Caption Generation ACL 2020
Connecting Vision and Language with Localized Narratives ECCV 2020
TeaForN: Teacher-Forcing with N-grams EMNLP 2020
Beyond Instructional Videos: Probing for More Diverse Visual-Textual Grounding on YouTube EMNLP 2020
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations ICLR 2020
Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering EMNLP 2019
Informative Image Captioning with External Sources of Information ACL 2019
A Case Study on Combining ASR and Visual Features for Generating Instructional Video Captions CONLL 2019
Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering IJCNLP 2019
Points, Paths, and Playscapes: Large-scale Spatial Language Understanding Tasks Set in the Real World NAACL 2018
SHAPED: Shared-Private Encoder-Decoder for Text Style Adaptation NAACL 2018
Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image Captioning ACL 2018
Cold-Start Reinforcement Learning with Softmax Policy Gradient NIPS 2017
Unsupervised Morphology Induction Using Word Embeddings NAACL 2015
TrustRank: Inducing Trust in Automatic Translations via Ranking ACL 2010
Automatic Prediction of Parser Accuracy EMNLP 2008
Discourse Generation Using Utility-Trained Coherence Models ACL 2006
Stochastic Language Generation Using WIDL-Expressions and its Application in Machine Translation and Summarization COLING 2006
Discourse Generation Using Utility-Trained Coherence Models COLING 2006
Stochastic Language Generation Using WIDL-Expressions and its Application in Machine Translation and Summarization ACL 2006
Towards Developing Generation Algorithms for Text-to-Text Applications ACL 2005
Automatic Question Answering: Beyond the Factoid NAACL 2004
A Unified Framework For Automatic Evaluation Using 4-Gram Co-occurrence Statistics ACL 2004
Sentence Level Discourse Parsing using Syntactic and Lexical Information NAACL 2003