Md. Akmal Haidar

38 papers A 5B 2Misc 6Journal 12Unranked 13

Year	Rank	Type	Title / Venue / Authors
2022	B	`conf`	CILDA: Contrastive Data Augmentation Using Intermediate Layer Knowledge Distillation. COLING Md. Akmal Haidar, Mehdi Rezagholizadeh, Abbas Ghaddar, Khalil Bibi, Philippe Langlais, Pascal Poupart
2022	J	`jnl`	CILDA: Contrastive Data Augmentation using Intermediate Layer Knowledge Distillation. CoRR Md. Akmal Haidar, Mehdi Rezagholizadeh, Abbas Ghaddar, Khalil Bibi, Philippe Langlais, Pascal Poupart
2022	A	`conf`	Conformer with dual-mode chunked attention for joint online and offline ASR. INTERSPEECH Felix Weninger, Marco Gaudesi, Md. Akmal Haidar, Nicola Ferri, Jesús Andrés-Ferrer, Puming Zhan
2022	—	`conf`	RAIL-KD: RAndom Intermediate Layer Mapping for Knowledge Distillation. NAACL-HLT (Findings) Md. Akmal Haidar, Nithin Anchuri, Mehdi Rezagholizadeh, Abbas Ghaddar, Philippe Langlais, Pascal Poupart
2021	Misc	`conf`	Fine-Tuning of Pre-Trained End-to-End Speech Recognition with Generative Adversarial Networks. ICASSP Md. Akmal Haidar, Mehdi Rezagholizadeh
2021	J	`jnl`	Fine-tuning of Pre-trained End-to-end Speech Recognition with Generative Adversarial Networks. CoRR Md. Akmal Haidar, Mehdi Rezagholizadeh
2021	J	`jnl`	RAIL-KD: RAndom Intermediate Layer Mapping for Knowledge Distillation. CoRR Md. Akmal Haidar, Nithin Anchuri, Mehdi Rezagholizadeh, Abbas Ghaddar, Philippe Langlais, Pascal Poupart
2021	A	`conf`	Transformer-Based ASR Incorporating Time-Reduction Layer and Fine-Tuning with Self-Knowledge Distillation. Interspeech Md. Akmal Haidar, Chao Xing, Mehdi Rezagholizadeh
2021	J	`jnl`	Transformer-based ASR Incorporating Time-reduction Layer and Fine-tuning with Self-Knowledge Distillation. CoRR Md. Akmal Haidar, Chao Xing, Mehdi Rezagholizadeh
2021	—	`conf`	Universal-KD: Attention-based Output-Grounded Intermediate Layer Knowledge Distillation. EMNLP (1) Yimeng Wu, Mehdi Rezagholizadeh, Abbas Ghaddar, Md. Akmal Haidar, Ali Ghodsi
2020	J	`jnl`	From Unsupervised Machine Translation To Adversarial Text Generation. CoRR Ahmad Rashid, Alan Do-Omri, Md. Akmal Haidar, Qun Liu, Mehdi Rezagholizadeh
2020	Misc	`conf`	From Unsupervised Machine Translation to Adversarial Text Generation. ICASSP Ahmad Rashid, Alan Do-Omri, Md. Akmal Haidar, Qun Liu, Mehdi Rezagholizadeh
2020	—	`conf`	Improving Word Embedding Factorization for Compression using Distilled Nonlinear Neural Decomposition. EMNLP (Findings) Vasileios Lioutas, Ahmad Rashid, Krtin Kumar, Md. Akmal Haidar, Mehdi Rezagholizadeh
2019	J	`jnl`	Bilingual-GAN: A Step Towards Parallel Text Generation. CoRR Ahmad Rashid, Alan Do-Omri, Md. Akmal Haidar, Qun Liu, Mehdi Rezagholizadeh
2019	J	`jnl`	Distilled embedding: non-linear embedding factorization using knowledge distillation. CoRR Vasileios Lioutas, Ahmad Rashid, Krtin Kumar, Md. Akmal Haidar, Mehdi Rezagholizadeh
2019	J	`jnl`	Fully Quantizing a Simplified Transformer for End-to-end Speech Recognition. CoRR Alex Bie, Bharat Venkitesh, Joao Monteiro, Md. Akmal Haidar, Mehdi Rezagholizadeh
2019	—	`conf`	Latent Code and Text-based Generative Adversarial Networks for Soft-text Generation. NAACL-HLT (1) Md. Akmal Haidar, Mehdi Rezagholizadeh, Alan Do-Omri, Ahmad Rashid
2019	J	`jnl`	Latent Code and Text-based Generative Adversarial Networks for Soft-text Generation. CoRR Md. Akmal Haidar, Mehdi Rezagholizadeh, Alan Do-Omri, Ahmad Rashid
2019	—	`conf`	SALSA-TEXT: Self Attentive Latent Space Based Adversarial Text Generation. Canadian AI Jules Gagnon-Marchand, Hamed Sadeghi, Md. Akmal Haidar, Mehdi Rezagholizadeh
2019	—	`conf`	TextKD-GAN: Text Generation Using Knowledge Distillation and Generative Adversarial Networks. Canadian AI Md. Akmal Haidar, Mehdi Rezagholizadeh
2019	J	`jnl`	TextKD-GAN: Text Generation using KnowledgeDistillation and Generative Adversarial Networks. CoRR Md. Akmal Haidar, Mehdi Rezagholizadeh
2018	Misc	`conf`	Reg-Gan: Semi-Supervised Learning Based on Generative Adversarial Networks for Regression. ICASSP Mehdi Rezagholizadeh, Md. Akmal Haidar
2018	J	`jnl`	SALSA-TEXT : self attentive latent space based adversarial text generation. CoRR Jules Gagnon-Marchand, Hamed Sadeghi, Md. Akmal Haidar, Mehdi Rezagholizadeh
2017	Misc	`conf`	LDA-based context dependent recurrent neural network language model using document-based topic distribution of words. ICASSP Md. Akmal Haidar, Mikko Kurimo
2016	A	`conf`	Recurrent Neural Network Language Model with Incremental Updated Context Information Generated Using Bag-of-Words Representation. INTERSPEECH Md. Akmal Haidar, Mikko Kurimo
2015	Misc	`conf`	Document-specific context plsa language model for speech recognition. ICASSP Md. Akmal Haidar, Douglas D. O'Shaughnessy
2015	J	`jnl`	Unsupervised language model adaptation using LDA-based mixture models and latent semantic marginals. Comput. Speech Lang. Md. Akmal Haidar, Douglas D. O'Shaughnessy
2014	—	`conf`	Document-based Dirichlet class language model for speech recognition using document-based n-gram events. SLT Md. Akmal Haidar, Douglas D. O'Shaughnessy
2014	B	`conf`	Interpolated Dirichlet Class Language Model for Speech Recognition Incorporating Long-distance N-grams. COLING Md. Akmal Haidar, Douglas D. O'Shaughnessy
2014	—	`conf`	Novel topic n-gram count LM incorporating document-based topic distributions and n-gram counts. EUSIPCO Md. Akmal Haidar, Douglas D. O'Shaughnessy
2013	Misc	`conf`	Comparison of a bigram PLSA and a novel context-based PLSA language model for speech recognition. ICASSP Md. Akmal Haidar, Douglas D. O'Shaughnessy
2013	A	`conf`	Fitting long-range information using interpolated distanced n-grams and cache models into a latent dirichlet language model for speech recognition. INTERSPEECH Md. Akmal Haidar, Douglas D. O'Shaughnessy
2013	—	`conf`	PLSA enhanced with a long-distance bigram language model for speech recognition. EUSIPCO Md. Akmal Haidar, Douglas D. O'Shaughnessy
2012	—	`conf`	LDA-based LM adaptation using latent semantic marginals and minimum discriminant information. EUSIPCO Md. Akmal Haidar, Douglas D. O'Shaughnessy
2012	—	`conf`	Topic n-gram count language model adaptation for speech recognition. SLT Md. Akmal Haidar, Douglas D. O'Shaughnessy
2011	—	`conf`	Unsupervised language model adaptation using latent Dirichlet allocation and dynamic marginals. EUSIPCO Md. Akmal Haidar, Douglas D. O'Shaughnessy
2011	—	`conf`	Unsupervised language model adaptation using n-gram weighting. CCECE Md. Akmal Haidar, Douglas D. O'Shaughnessy
2010	A	`conf`	Novel weighting scheme for unsupervised language model adaptation using latent dirichlet allocation. INTERSPEECH Md. Akmal Haidar, Douglas D. O'Shaughnessy