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Moin Nabi
ORCID
Publication Activity (10 Years)
Years Active: 2013-2024
Publications (10 Years): 72
Top Topics
Abnormal Event Detection
Medical Image Analysis
Visual Representation
Supervised Learning
Top Venues
CoRR
WACV
ICIP
ACL (1)
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Publications
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Tassilo Klein
,
Moin Nabi
Contrastive Perplexity for Controlled Generation: An Application in Detoxifying Large Language Models.
CoRR
(2024)
Zhiqi Kang
,
Enrico Fini
,
Moin Nabi
,
Elisa Ricci
,
Karteek Alahari
A soft nearest-neighbor framework for continual semi-supervised learning.
ICCV
(2023)
Enrico Fini
,
Pietro Astolfi
,
Karteek Alahari
,
Xavier Alameda-Pineda
,
Julien Mairal
,
Moin Nabi
,
Elisa Ricci
Semi-supervised learning made simple with self-supervised clustering.
CVPR
(2023)
Tassilo Klein
,
Moin Nabi
miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings.
ACL (1)
(2023)
Enrico Fini
,
Pietro Astolfi
,
Karteek Alahari
,
Xavier Alameda-Pineda
,
Julien Mairal
,
Moin Nabi
,
Elisa Ricci
Semi-supervised learning made simple with self-supervised clustering.
CoRR
(2023)
Guanglei Yang
,
Enrico Fini
,
Dan Xu
,
Paolo Rota
,
Mingli Ding
,
Moin Nabi
,
Xavier Alameda-Pineda
,
Elisa Ricci
Uncertainty-Aware Contrastive Distillation for Incremental Semantic Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
45 (2) (2023)
Tassilo Klein
,
Moin Nabi
SCD: Self-Contrastive Decorrelation of Sentence Embeddings.
ACL (2)
(2022)
Guanglei Yang
,
Enrico Fini
,
Dan Xu
,
Paolo Rota
,
Mingli Ding
,
Moin Nabi
,
Xavier Alameda-Pineda
,
Elisa Ricci
Uncertainty-aware Contrastive Distillation for Incremental Semantic Segmentation.
CoRR
(2022)
Zhiqi Kang
,
Enrico Fini
,
Moin Nabi
,
Elisa Ricci
,
Karteek Alahari
A soft nearest-neighbor framework for continual semi-supervised learning.
CoRR
(2022)
Tassilo Klein
,
Moin Nabi
SCD: Self-Contrastive Decorrelation for Sentence Embeddings.
CoRR
(2022)
Victor Guilherme Turrisi da Costa
,
Enrico Fini
,
Moin Nabi
,
Nicu Sebe
,
Elisa Ricci
solo-learn: A Library of Self-supervised Methods for Visual Representation Learning.
J. Mach. Learn. Res.
23 (2022)
Jannik Wolff
,
Tassilo Klein
,
Moin Nabi
,
Rahul G. Krishnan
,
Shinichi Nakajima
Mixture-of-experts VAEs can disregard variation in surjective multimodal data.
CoRR
(2022)
Tassilo Klein
,
Moin Nabi
miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings.
CoRR
(2022)
Tassilo Klein
,
Moin Nabi
Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models.
CoRR
(2021)
Tassilo Klein
,
Moin Nabi
Attention-based Contrastive Learning for Winograd Schemas.
EMNLP (Findings)
(2021)
Enrico Fini
,
Enver Sangineto
,
Stéphane Lathuilière
,
Zhun Zhong
,
Moin Nabi
,
Elisa Ricci
A Unified Objective for Novel Class Discovery.
CoRR
(2021)
Victor G. Turrisi da Costa
,
Enrico Fini
,
Moin Nabi
,
Nicu Sebe
,
Elisa Ricci
Solo-learn: A Library of Self-supervised Methods for Visual Representation Learning.
CoRR
(2021)
Enrico Fini
,
Enver Sangineto
,
Stéphane Lathuilière
,
Zhun Zhong
,
Moin Nabi
,
Elisa Ricci
A Unified Objective for Novel Class Discovery.
ICCV
(2021)
Tassilo Klein
,
Moin Nabi
Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models.
EMNLP (1)
(2021)
Tassilo Klein
,
Moin Nabi
Attention-based Contrastive Learning for Winograd Schemas.
CoRR
(2021)
Frederik Pahde
,
Mihai Marian Puscas
,
Tassilo Klein
,
Moin Nabi
Multimodal Prototypical Networks for Few-shot Learning.
WACV
(2021)
Aiham Taleb
,
Christoph Lippert
,
Tassilo Klein
,
Moin Nabi
Multimodal Self-supervised Learning for Medical Image Analysis.
IPMI
(2021)
Shailza Jolly
,
Sandro Pezzelle
,
Moin Nabi
EaSe: A Diagnostic Tool for VQA based on Answer Diversity.
NAACL-HLT
(2021)
Tassilo Klein
,
Moin Nabi
Contrastive Self-Supervised Learning for Commonsense Reasoning.
CoRR
(2020)
Frederik Pahde
,
Mihai Marian Puscas
,
Tassilo Klein
,
Moin Nabi
Multimodal Prototypical Networks for Few-shot Learning.
CoRR
(2020)
Mahdyar Ravanbakhsh
,
Vadim Tschernezki
,
Felix Last
,
Tassilo Klein
,
Kayhan Batmanghelich
,
Volker Tresp
,
Moin Nabi
Human-Machine Collaboration for Medical Image Segmentation.
ICASSP
(2020)
Tassilo Klein
,
Moin Nabi
Contrastive Self-Supervised Learning for Commonsense Reasoning.
ACL
(2020)
Colin Samplawski
,
Jannik Wolff
,
Tassilo Klein
,
Moin Nabi
Learning Graph-Based Priors for Generalized Zero-Shot Learning.
CoRR
(2020)
Enrico Fini
,
Stéphane Lathuilière
,
Enver Sangineto
,
Moin Nabi
,
Elisa Ricci
Online Continual Learning under Extreme Memory Constraints.
CoRR
(2020)
Enrico Fini
,
Stéphane Lathuilière
,
Enver Sangineto
,
Moin Nabi
,
Elisa Ricci
Online Continual Learning Under Extreme Memory Constraints.
ECCV (28)
(2020)
Tassilo Klein
,
Moin Nabi
Attention Is (not) All You Need for Commonsense Reasoning.
ACL (1)
(2019)
Aiham Taleb
,
Christoph Lippert
,
Tassilo Klein
,
Moin Nabi
Multimodal Self-Supervised Learning for Medical Image Analysis.
CoRR
(2019)
Frederik Pahde
,
Mihai Marian Puscas
,
Jannik Wolff
,
Tassilo Klein
,
Nicu Sebe
,
Moin Nabi
Low-Shot Learning From Imaginary 3D Model.
WACV
(2019)
Frederik Pahde
,
Oleksiy Ostapenko
,
Patrick Jähnichen
,
Tassilo Klein
,
Moin Nabi
Self-Paced Adversarial Training for Multimodal Few-Shot Learning.
WACV
(2019)
Frederik Pahde
,
Mihai Marian Puscas
,
Jannik Wolff
,
Tassilo Klein
,
Nicu Sebe
,
Moin Nabi
Low-Shot Learning from Imaginary 3D Model.
CoRR
(2019)
Daniel Dorda
,
Moin Nabi
SynthRel0: Towards a Diagnostic Dataset for Relational Representation Learning.
ICCV Workshops
(2019)
Abdullah Salama
,
Oleksiy Ostapenko
,
Tassilo Klein
,
Moin Nabi
Prune Your Neurons Blindly: Neural Network Compression through Structured Class-blind Pruning.
ICASSP
(2019)
Oleksiy Ostapenko
,
Mihai Marian Puscas
,
Tassilo Klein
,
Patrick Jähnichen
,
Moin Nabi
Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning.
CoRR
(2019)
Rodrigo Ferreira Berriel
,
Stéphane Lathuilière
,
Moin Nabi
,
Tassilo Klein
,
Thiago Oliveira-Santos
,
Nicu Sebe
,
Elisa Ricci
Budget-Aware Adapters for Multi-Domain Learning.
ICCV
(2019)
Oleksiy Ostapenko
,
Mihai Marian Puscas
,
Tassilo Klein
,
Patrick Jähnichen
,
Moin Nabi
Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning.
CVPR
(2019)
Enver Sangineto
,
Moin Nabi
,
Dubravko Culibrk
,
Nicu Sebe
Self Paced Deep Learning for Weakly Supervised Object Detection.
IEEE Trans. Pattern Anal. Mach. Intell.
41 (3) (2019)
Rodrigo Ferreira Berriel
,
Stéphane Lathuilière
,
Moin Nabi
,
Tassilo Klein
,
Thiago Oliveira-Santos
,
Nicu Sebe
,
Elisa Ricci
Budget-Aware Adapters for Multi-Domain Learning.
CoRR
(2019)
Tassilo Klein
,
Moin Nabi
Learning to Answer by Learning to Ask: Getting the Best of GPT-2 and BERT Worlds.
CoRR
(2019)
Hasnain Raza
,
Mahdyar Ravanbakhsh
,
Tassilo Klein
,
Moin Nabi
Weakly Supervised One Shot Segmentation.
ICCV Workshops
(2019)
Tassilo Klein
,
Moin Nabi
Attention Is (not) All You Need for Commonsense Reasoning.
CoRR
(2019)
Abdullah Salama
,
Oleksiy Ostapenko
,
Tassilo Klein
,
Moin Nabi
Pruning at a Glance: Global Neural Pruning for Model Compression.
CoRR
(2019)
Mahdyar Ravanbakhsh
,
Enver Sangineto
,
Moin Nabi
,
Nicu Sebe
Training Adversarial Discriminators for Cross-Channel Abnormal Event Detection in Crowds.
WACV
(2019)
Hamid R. Rabiee
,
Hossein Mousavi
,
Moin Nabi
,
Mahdyar Ravanbakhsh
Detection and localization of crowd behavior using a novel tracklet-based model.
Int. J. Mach. Learn. Cybern.
9 (12) (2018)
Frederik Pahde
,
Oleksiy Ostapenko
,
Patrick Jähnichen
,
Tassilo Klein
,
Moin Nabi
Self Paced Adversarial Training for Multimodal Few-shot Learning.
CoRR
(2018)
Frederik Pahde
,
Moin Nabi
,
Tassilo Klein
,
Patrick Jähnichen
Discriminative Hallucination for Multi-Modal Few-Shot Learning.
ICIP
(2018)
Shailza Jolly
,
Sandro Pezzelle
,
Tassilo Klein
,
Andreas Dengel
,
Moin Nabi
The Wisdom of MaSSeS: Majority, Subjectivity, and Semantic Similarity in the Evaluation of VQA.
CoRR
(2018)
Mahdyar Ravanbakhsh
,
Moin Nabi
,
Hossein Mousavi
,
Enver Sangineto
,
Nicu Sebe
Plug-and-Play CNN for Crowd Motion Analysis: An Application in Abnormal Event Detection.
WACV
(2018)
Mahdyar Ravanbakhsh
,
Hossein Mousavi
,
Moin Nabi
,
Lucio Marcenaro
,
Carlo S. Regazzoni
Fast but Not Deep: Efficient Crowd Abnormality Detection with Local Binary Tracklets.
AVSS
(2018)
Frederik Pahde
,
Patrick Jähnichen
,
Tassilo Klein
,
Moin Nabi
Cross-modal Hallucination for Few-shot Fine-grained Recognition.
CoRR
(2018)
Azad Abad
,
Moin Nabi
,
Alessandro Moschitti
Autonomous Crowdsourcing through Human-Machine Collaborative Learning.
SIGIR
(2017)
Pouya Ghaemmaghami
,
Moin Nabi
,
Yan Yan
,
Giuseppe Riccardi
,
Nicu Sebe
A cross-modal adaptation approach for brain decoding.
ICASSP
(2017)
Ravi Shekhar
,
Sandro Pezzelle
,
Yauhen Klimovich
,
Aurélie Herbelot
,
Moin Nabi
,
Enver Sangineto
,
Raffaella Bernardi
FOIL it! Find One mismatch between Image and Language caption.
ACL (1)
(2017)
Mahdyar Ravanbakhsh
,
Moin Nabi
,
Enver Sangineto
,
Lucio Marcenaro
,
Carlo S. Regazzoni
,
Nicu Sebe
Abnormal Event Detection in Videos using Generative Adversarial Nets.
CoRR
(2017)
Ravi Shekhar
,
Sandro Pezzelle
,
Aurélie Herbelot
,
Moin Nabi
,
Enver Sangineto
,
Raffaella Bernardi
Vision and Language Integration: Moving beyond Objects.
IWCS(2)
(2017)
Mahdyar Ravanbakhsh
,
Enver Sangineto
,
Moin Nabi
,
Nicu Sebe
Training Adversarial Discriminators for Cross-channel Abnormal Event Detection in Crowds.
CoRR
(2017)
Azad Abad
,
Moin Nabi
,
Alessandro Moschitti
Self-Crowdsourcing Training for Relation Extraction.
ACL (2)
(2017)
Robin C. Geyer
,
Tassilo Klein
,
Moin Nabi
Differentially Private Federated Learning: A Client Level Perspective.
CoRR
(2017)
Mahdyar Ravanbakhsh
,
Moin Nabi
,
Enver Sangineto
,
Lucio Marcenaro
,
Carlo S. Regazzoni
,
Nicu Sebe
Abnormal event detection in videos using generative adversarial nets.
ICIP
(2017)
Ravi Shekhar
,
Sandro Pezzelle
,
Yauhen Klimovich
,
Aurélie Herbelot
,
Moin Nabi
,
Enver Sangineto
,
Raffaella Bernardi
FOIL it! Find One mismatch between Image and Language caption.
CoRR
(2017)
Mahdyar Ravanbakhsh
,
Hossein Mousavi
,
Moin Nabi
,
Mohammad Rastegari
,
Carlo S. Regazzoni
CNN-aware Binary Map for General Semantic Segmentation.
CoRR
(2016)
Hamid Reza Rabiee
,
Javad Haddadnia
,
Hossein Mousavi
,
Moin Nabi
,
Vittorio Murino
,
Nicu Sebe
Emotion-Based Crowd Representation for Abnormality Detection.
CoRR
(2016)
Mahdyar Ravanbakhsh
,
Hossein Mousavi
,
Moin Nabi
,
Mohammad Rastegari
,
Carlo S. Regazzoni
CNN-aware binary MAP for general semantic segmentation.
ICIP
(2016)
Mahdyar Ravanbakhsh
,
Moin Nabi
,
Hossein Mousavi
,
Enver Sangineto
,
Nicu Sebe
Plug-and-Play CNN for Crowd Motion Analysis: An Application in Abnormal Event Detection.
CoRR
(2016)
Hamid Reza Rabiee
,
Javad Haddadnia
,
Hossein Mousavi
,
Maziyar Kalantarzadeh
,
Moin Nabi
,
Vittorio Murino
Novel dataset for fine-grained abnormal behavior understanding in crowd.
AVSS
(2016)
Mahdyar Ravanbakhsh
,
Hossein Mousavi
,
Moin Nabi
,
Lucio Marcenaro
,
Carlo S. Regazzoni
Efficient Convolutional Neural Network with Binary Quantization Layer.
CoRR
(2016)
Enver Sangineto
,
Moin Nabi
,
Dubravko Culibrk
,
Nicu Sebe
Self Paced Deep Learning for Weakly Supervised Object Detection.
CoRR
(2016)
Pouya Ghaemmaghami
,
Moin Nabi
,
Yan Yan
,
Nicu Sebe
Sparse-coded cross-domain adaptation from the visual to the brain domain.
ICPR
(2016)
Hossein Mousavi
,
Moin Nabi
,
Hamed Kiani
,
Alessandro Perina
,
Vittorio Murino
Crowd motion monitoring using tracklet-based commotion measure.
ICIP
(2015)
Hossein Mousavi
,
Moin Nabi
,
Hamed Kiani Galoogahi
,
Alessandro Perina
,
Vittorio Murino
Abnormality Detection with Improved Histogram of Oriented Tracklets.
ICIAP (2)
(2015)
Moin Nabi
Mid-level Representation for Visual Recognition.
CoRR
(2015)
Dimitris Stamos
,
Samuele Martelli
,
Moin Nabi
,
Andrew M. McDonald
,
Vittorio Murino
,
Massimiliano Pontil
Learning with dataset bias in latent subcategory models.
CVPR
(2015)
Moin Nabi
,
Alessio Del Bue
,
Vittorio Murino
Temporal Poselets for Collective Activity Detection and Recognition.
ICCV Workshops
(2013)