Tomas Pfister

Devendra Singh Sachan

Qingze Wang

Vincent Cohen-Addad

MohammadHossein Bateni

Chen-Yu Lee

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Search-Adaptor: Embedding Customization for Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Found in the middle: Calibrating Positional Attention Bias Improves Long Context Utilization.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

TextGenSHAP: Scalable Post-Hoc Explanations in Text Generation with Long Documents.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

SPADE: Semi-supervised Anomaly Detection under Distribution Mismatch.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2023

Interpretable Mixture of Experts.

[BibT_eX]

[DOI]

Aya Abdelsalam Ismail

Trans. Mach. Learn. Res., 2023

Invariant Structure Learning for Better Generalization and Causal Explainability.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2023

Test-Time Adaptation for Visual Document Understanding.

[BibT_eX]

[DOI]

Sayna Ebrahimi

Trans. Mach. Learn. Res., 2023

TSMixer: An All-MLP Architecture for Time Series Forecast-ing.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2023

EHR-Safe: generating high-fidelity and privacy-preserving synthetic electronic health records.

[BibT_eX]

[DOI]

Michel J. Mizrahi

Nahid Farhady Ghalaty

npj Digit. Medicine, 2023

Effective Large Language Model Adaptation for Improved Grounding.

[BibT_eX]

[DOI]

CoRR, 2023

COSTAR: Improved Temporal Counterfactual Estimation with Self-Supervised Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Search-Adaptor: Text Embedding Customization for Information Retrieval.

[BibT_eX]

[DOI]

CoRR, 2023

PAITS: Pretraining and Augmentation for Irregularly-Sampled Time Series.

[BibT_eX]

[DOI]

CoRR, 2023

Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

SQL-PaLM: Improved Large Language Model Adaptation for Text-to-SQL.

[BibT_eX]

[DOI]

CoRR, 2023

LANISTR: Multimodal Learning from Structured and Unstructured Data.

[BibT_eX]

[DOI]

CoRR, 2023

TSMixer: An all-MLP Architecture for Time Series Forecasting.

[BibT_eX]

[DOI]

CoRR, 2023

Anomaly Clustering: Grouping Images into Coherent Clusters of Anomaly Types.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Unifying Distribution Alignment as a Loss for Imbalanced Semi-supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Data-Efficient and Interpretable Tabular Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Universal Self-Adaptive Prompting.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

SQLPrompt: In-Context Text-to-SQL with Minimal Labeled Data.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Adaptation with Self-Evaluation to Improve Selective Prediction in LLMs.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Prefix Conditioning Unifies Language and Label Supervision.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Better Zero-Shot Reasoning with Self-Adaptive Prompting.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

QueryForm: A Simple Zero-shot Form Entity Query Framework.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Neural Spline Search for Quantile Probabilistic Modeling.

[BibT_eX]

[DOI]

Ruoxi Sun

Chun-Liang Li

Michael W. Dusenberry

Chen-Yu Lee

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Self-supervise, Refine, Repeat: Improving Unsupervised Anomaly Detection.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2022

LIMIS: Locally Interpretable Modeling using Instance-wise Subsampling.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2022

Algorithmic fairness in pandemic forecasting: lessons from COVID-19.

[BibT_eX]

[DOI]

npj Digit. Medicine, 2022

Interpretable Mixture of Experts for Structured Data.

[BibT_eX]

[DOI]

Aya Abdelsalam Ismail

CoRR, 2022

Self-Adaptive Forecasting for Improved Deep Learning on Non-Stationary Time-Series.

[BibT_eX]

[DOI]

Nathanael C. Yoder

CoRR, 2022

Towards Group Robustness in the presence of Partial Group Labels.

[BibT_eX]

[DOI]

Vishnu Suresh Lokhande

CoRR, 2022

Learning Instance-Specific Adaptation for Cross-Domain Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

DualPrompt: Complementary Prompting for Rehearsal-Free Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Learning to Prompt for Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Decoupling Local and Global Representations of Time Series.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Learning from Weakly-Labeled Web Videos via Exploring Sub-concepts.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

A prospective evaluation of AI-augmented epidemiology to forecast COVID-19 in the USA and Japan.

[BibT_eX]

[DOI]

npj Digit. Medicine, 2021

Self-Trained One-class Classification for Unsupervised Anomaly Detection.

[BibT_eX]

[DOI]

CoRR, 2021

Aggregating Nested Transformers.

[BibT_eX]

[DOI]

CoRR, 2021

Controlling Neural Networks with Rule Representations.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

PseudoSeg: Designing Pseudo Labels for Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Learning and Evaluating Representations for Deep One-Class Classification.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Learning Fast Sample Re-weighting Without Reward Data.

[BibT_eX]

[DOI]

Zizhao Zhang

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

CutPaste: Self-Supervised Learning for Anomaly Detection and Localization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

ROPE: Reading Order Equivariant Positional Encoding for Graph-based Document Information Extraction.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

TabNet: Attentive Interpretable Tabular Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

ProtoAttend: Attention-Based Prototypical Learning.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2020

Interpretable Sequence Learning for COVID-19 Forecasting.

[BibT_eX]

[DOI]

CoRR, 2020

A Simple Semi-Supervised Learning Framework for Object Detection.

[BibT_eX]

[DOI]

CoRR, 2020

Differentiable Top-k Operator with Optimal Transport.

[BibT_eX]

[DOI]

CoRR, 2020

On Completeness-aware Concept-Based Explanations in Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Differentiable Top-k with Optimal Transport.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Interpretable Sequence Learning for Covid-19 Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Data Valuation using Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Distance-Based Learning from Errors for Confidence Calibration.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Learning to Transfer Learn: Reinforcement Learning-Based Selection for Adaptive Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Consistency-Based Semi-supervised Active Learning: Towards Minimizing Labeling Cost.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Distilling Effective Supervision From Severe Label Noise.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting.

[BibT_eX]

[DOI]

CoRR, 2019

On Concept-Based Explanations in Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

IEG: Robust Neural Network Training to Tackle Severe Label Noise.

[BibT_eX]

[DOI]

CoRR, 2019

RL-LIM: Reinforcement Learning-based Locally Interpretable Modeling.

[BibT_eX]

[DOI]

CoRR, 2019

A Simple yet Effective Baseline for Robust Deep Learning with Noisy Labels.

[BibT_eX]

[DOI]

Yucen Luo

Jun Zhu

CoRR, 2019

Learning to Transfer Learn.

[BibT_eX]

[DOI]

CoRR, 2019

Attention-Based Prototypical Learning Towards Interpretable, Confident and Robust Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Harmonic Unpaired Image-to-image Translation.

[BibT_eX]

[DOI]

Rui Zhang

Jia Li

Proceedings of the 7th International Conference on Learning Representations, 2019

Generative Modeling for Small-Data Object Detection.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Inserting Videos Into Videos.

[BibT_eX]

[DOI]

Donghoon Lee

Ming-Hsuan Yang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Towards Reading Hidden Emotions: A Comparative Study of Spontaneous Micro-Expression Spotting and Recognition Methods.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2018

2017

Learning from Simulated and Unsupervised Images through Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Personalizing Human Video Pose Estimation.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Advancing human pose and gesture recognition.

[BibT_eX]

[DOI]

PhD thesis, 2015

Reading Hidden Emotions: Spontaneous Micro-expression Spotting and Recognition.

[BibT_eX]

[DOI]

CoRR, 2015

Flowing ConvNets for Human Pose Estimation in Videos.

[BibT_eX]

[DOI]

James Charles

Andrew Zisserman

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

Automatic and Efficient Human Pose Estimation for Sign Language Videos.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2014

Domain-Adaptive Discriminative One-Shot Learning of Gestures.

[BibT_eX]

[DOI]

James Charles

Andrew Zisserman

Proceedings of the Computer Vision - ECCV 2014, 2014

Upper Body Pose Estimation with Temporal Sequential Forests.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2014

Deep Convolutional Neural Networks for Efficient Pose Estimation in Gesture Videos.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2014, 2014

2013

A Spontaneous Micro-expression Database: Inducement, collection and baseline.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Large-scale Learning of Sign Language by Watching TV (Using Co-occurrences).

[BibT_eX]

[DOI]

James Charles

Andrew Zisserman

Proceedings of the British Machine Vision Conference, 2013

Domain Adaptation for Upper Body Pose Tracking in Signed TV Broadcasts.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2013

2012

Automatic and Efficient Long Term Arm and Hand Tracking for Continuous Sign Language TV Broadcasts.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2012

2011

Real-Time Recognition of Affective States from Nonverbal Features of Speech and Its Application for Public Speaking Skill Analysis.

[BibT_eX]

[DOI]

Peter Robinson

IEEE Trans. Affect. Comput., 2011

Differentiating spontaneous from posed facial expressions within a generic facial expression recognition framework.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Recognising spontaneous facial micro-expressions.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

2010

Speech Emotion Classification and Public Speaking Skill Assessment.

[BibT_eX]

[DOI]